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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1807.03633 | Tong Wang | Tong Wang, Veerajalandhar Allareddy, Sankeerth Rampa and
Veerasathpurush Allareddy | Interpretable Patient Mortality Prediction with Multi-value Rule Sets | arXiv admin note: text overlap with arXiv:1710.05257 | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a Multi-vAlue Rule Set (MRS) model for in-hospital predicting
patient mortality. Compared to rule sets built from single-valued rules, MRS
adopts a more generalized form of association rules that allows multiple values
in a condition. Rules of this form are more concise than classical
single-valued rules i... | [
{
"created": "Fri, 6 Jul 2018 22:47:19 GMT",
"version": "v1"
},
{
"created": "Mon, 23 Jul 2018 14:57:51 GMT",
"version": "v2"
}
] | 2018-07-24 | [
[
"Wang",
"Tong",
""
],
[
"Allareddy",
"Veerajalandhar",
""
],
[
"Rampa",
"Sankeerth",
""
],
[
"Allareddy",
"Veerasathpurush",
""
]
] | We propose a Multi-vAlue Rule Set (MRS) model for in-hospital predicting patient mortality. Compared to rule sets built from single-valued rules, MRS adopts a more generalized form of association rules that allows multiple values in a condition. Rules of this form are more concise than classical single-valued rules in ... |
2102.02969 | Jianhao Ma | Jianhao Ma and Salar Fattahi | Sign-RIP: A Robust Restricted Isometry Property for Low-rank Matrix
Recovery | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Restricted isometry property (RIP), essentially stating that the linear
measurements are approximately norm-preserving, plays a crucial role in
studying low-rank matrix recovery problem. However, RIP fails in the robust
setting, when a subset of the measurements are grossly corrupted with noise. In
this work, we prop... | [
{
"created": "Fri, 5 Feb 2021 02:52:00 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Apr 2021 15:37:21 GMT",
"version": "v2"
},
{
"created": "Tue, 28 Sep 2021 15:00:18 GMT",
"version": "v3"
}
] | 2021-09-29 | [
[
"Ma",
"Jianhao",
""
],
[
"Fattahi",
"Salar",
""
]
] | Restricted isometry property (RIP), essentially stating that the linear measurements are approximately norm-preserving, plays a crucial role in studying low-rank matrix recovery problem. However, RIP fails in the robust setting, when a subset of the measurements are grossly corrupted with noise. In this work, we propos... |
2011.14496 | Yikai Wang | Yikai Wang and Weijian Li | Blind signal decomposition of various word embeddings based on join and
individual variance explained | 9 pages, 10 figures | null | null | null | cs.CL cs.AI stat.ML | http://creativecommons.org/licenses/by/4.0/ | In recent years, natural language processing (NLP) has become one of the most
important areas with various applications in human's life. As the most
fundamental task, the field of word embedding still requires more attention and
research. Currently, existing works about word embedding are focusing on
proposing novel ... | [
{
"created": "Mon, 30 Nov 2020 01:36:29 GMT",
"version": "v1"
}
] | 2020-12-01 | [
[
"Wang",
"Yikai",
""
],
[
"Li",
"Weijian",
""
]
] | In recent years, natural language processing (NLP) has become one of the most important areas with various applications in human's life. As the most fundamental task, the field of word embedding still requires more attention and research. Currently, existing works about word embedding are focusing on proposing novel em... |
2403.02506 | Chuan Guo | Tom Sander, Yaodong Yu, Maziar Sanjabi, Alain Durmus, Yi Ma, Kamalika
Chaudhuri, Chuan Guo | Differentially Private Representation Learning via Image Captioning | null | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | Differentially private (DP) machine learning is considered the gold-standard
solution for training a model from sensitive data while still preserving
privacy. However, a major barrier to achieving this ideal is its sub-optimal
privacy-accuracy trade-off, which is particularly visible in DP representation
learning. Sp... | [
{
"created": "Mon, 4 Mar 2024 21:52:25 GMT",
"version": "v1"
}
] | 2024-03-06 | [
[
"Sander",
"Tom",
""
],
[
"Yu",
"Yaodong",
""
],
[
"Sanjabi",
"Maziar",
""
],
[
"Durmus",
"Alain",
""
],
[
"Ma",
"Yi",
""
],
[
"Chaudhuri",
"Kamalika",
""
],
[
"Guo",
"Chuan",
""
]
] | Differentially private (DP) machine learning is considered the gold-standard solution for training a model from sensitive data while still preserving privacy. However, a major barrier to achieving this ideal is its sub-optimal privacy-accuracy trade-off, which is particularly visible in DP representation learning. Spec... |
1905.07663 | Anuj Singh | Anuj Singh | Regions In a Linked Dataset For Change Detection | It is a doctoral consortium paper, which was accepted in ISWC 2018
but was not published there as the author was not able to attend the
conference | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Linked Datasets (LDs) are constantly evolving and the applications using a
Linked Dataset (LD) may face several issues such as outdated data or broken
interlinks due to evolution of the dataset. To overcome these issues, the
detection of changes in LDs during their evolution has proven crucial. As LDs
evolve frequent... | [
{
"created": "Sun, 19 May 2019 00:01:05 GMT",
"version": "v1"
}
] | 2019-05-21 | [
[
"Singh",
"Anuj",
""
]
] | Linked Datasets (LDs) are constantly evolving and the applications using a Linked Dataset (LD) may face several issues such as outdated data or broken interlinks due to evolution of the dataset. To overcome these issues, the detection of changes in LDs during their evolution has proven crucial. As LDs evolve frequently... |
2406.17096 | Yudan Wang | Yudan Wang, Shaofeng Zou, Yue Wang | Model-Free Robust Reinforcement Learning with Sample Complexity Analysis | UAI 2024 | null | null | null | cs.LG cs.AI stat.ML | http://creativecommons.org/licenses/by/4.0/ | Distributionally Robust Reinforcement Learning (DR-RL) aims to derive a
policy optimizing the worst-case performance within a predefined uncertainty
set. Despite extensive research, previous DR-RL algorithms have predominantly
favored model-based approaches, with limited availability of model-free methods
offering co... | [
{
"created": "Mon, 24 Jun 2024 19:35:26 GMT",
"version": "v1"
}
] | 2024-06-26 | [
[
"Wang",
"Yudan",
""
],
[
"Zou",
"Shaofeng",
""
],
[
"Wang",
"Yue",
""
]
] | Distributionally Robust Reinforcement Learning (DR-RL) aims to derive a policy optimizing the worst-case performance within a predefined uncertainty set. Despite extensive research, previous DR-RL algorithms have predominantly favored model-based approaches, with limited availability of model-free methods offering conv... |
1701.07976 | Fanny Jardel | Joseph J. Boutros, Fanny Jardel, and Cyril M\'easson | Probabilistic Shaping and Non-Binary Codes | Submitted to IEEE International Symposium on Information Theory
(ISIT) 2017 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We generalize probabilistic amplitude shaping (PAS) with binary codes to the
case of non-binary codes defined over prime finite fields. Firstly, we
introduce probabilistic shaping via time sharing where shaping applies to
information symbols only. Then, we design circular quadrature amplitude
modulations (CQAM) that ... | [
{
"created": "Fri, 27 Jan 2017 08:56:26 GMT",
"version": "v1"
}
] | 2017-01-30 | [
[
"Boutros",
"Joseph J.",
""
],
[
"Jardel",
"Fanny",
""
],
[
"Méasson",
"Cyril",
""
]
] | We generalize probabilistic amplitude shaping (PAS) with binary codes to the case of non-binary codes defined over prime finite fields. Firstly, we introduce probabilistic shaping via time sharing where shaping applies to information symbols only. Then, we design circular quadrature amplitude modulations (CQAM) that al... |
2201.08169 | Tong Zhang | Tong Zhang, Dongsheng Chen, Na Li, Yufan Zhuang, Bojie Lv, and Rui
Wang | Secure Rate-Splitting for MIMO Broadcast Channel with Imperfect CSIT and
a Jammer | 6 pages, 3 figures | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we investigate the secure rate-splitting for the two-user
multiple-input multiple-output (MIMO) broadcast channel with imperfect channel
state information at the transmitter (CSIT) and a multiple-antenna jammer,
where each receiver has an equal number of antennas and the jammer has perfect
channel stat... | [
{
"created": "Thu, 20 Jan 2022 13:35:12 GMT",
"version": "v1"
},
{
"created": "Sun, 23 Jan 2022 07:28:08 GMT",
"version": "v2"
},
{
"created": "Mon, 28 Mar 2022 06:05:18 GMT",
"version": "v3"
},
{
"created": "Mon, 11 Jul 2022 02:16:03 GMT",
"version": "v4"
}
] | 2022-07-12 | [
[
"Zhang",
"Tong",
""
],
[
"Chen",
"Dongsheng",
""
],
[
"Li",
"Na",
""
],
[
"Zhuang",
"Yufan",
""
],
[
"Lv",
"Bojie",
""
],
[
"Wang",
"Rui",
""
]
] | In this paper, we investigate the secure rate-splitting for the two-user multiple-input multiple-output (MIMO) broadcast channel with imperfect channel state information at the transmitter (CSIT) and a multiple-antenna jammer, where each receiver has an equal number of antennas and the jammer has perfect channel state ... |
1705.00949 | Christian Mostegel | Christian Mostegel and Rudolf Prettenthaler and Friedrich Fraundorfer
and Horst Bischof | Scalable Surface Reconstruction from Point Clouds with Extreme Scale and
Density Diversity | This paper was accepted to the IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), 2017. The copyright was transfered to IEEE
(ieee.org). The official version of the paper will be made available on IEEE
Xplore (R) (ieeexplore.ieee.org). This version of the paper also contains the
supplementary ma... | null | null | null | cs.CV cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present a scalable approach for robustly computing a 3D
surface mesh from multi-scale multi-view stereo point clouds that can handle
extreme jumps of point density (in our experiments three orders of magnitude).
The backbone of our approach is a combination of octree data partitioning,
local Delaunay... | [
{
"created": "Tue, 2 May 2017 13:13:47 GMT",
"version": "v1"
}
] | 2017-05-03 | [
[
"Mostegel",
"Christian",
""
],
[
"Prettenthaler",
"Rudolf",
""
],
[
"Fraundorfer",
"Friedrich",
""
],
[
"Bischof",
"Horst",
""
]
] | In this paper we present a scalable approach for robustly computing a 3D surface mesh from multi-scale multi-view stereo point clouds that can handle extreme jumps of point density (in our experiments three orders of magnitude). The backbone of our approach is a combination of octree data partitioning, local Delaunay t... |
1704.02819 | Hugues Verdure | Trygve Johnsen, Hugues Verdure | Flags of almost affine codes | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We describe a two-party wire-tap channel of type II in the framework of
almost affine codes. Its cryptological performance is related to some relative
profiles of a pair of almost affine codes. These profiles are analogues of
relative generalized Hamming weights in the linear case.
| [
{
"created": "Mon, 10 Apr 2017 12:10:21 GMT",
"version": "v1"
}
] | 2017-04-11 | [
[
"Johnsen",
"Trygve",
""
],
[
"Verdure",
"Hugues",
""
]
] | We describe a two-party wire-tap channel of type II in the framework of almost affine codes. Its cryptological performance is related to some relative profiles of a pair of almost affine codes. These profiles are analogues of relative generalized Hamming weights in the linear case. |
2001.09624 | Jiasi Weng | Jiasi Weng, Jian Weng, Yue Zhang, Ming Li, Zhaodi Wen | SecEL: Privacy-Preserving, Verifiable and Fault-Tolerant Edge Learning
for Autonomous Vehicles | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Mobile edge computing (MEC) is an emerging technology to transform the
cloud-based computing services into the edge-based ones. Autonomous vehicular
network (AVNET), as one of the most promising applications of MEC, can feature
edge learning and communication techniques, improving the safety for autonomous
vehicles (... | [
{
"created": "Mon, 27 Jan 2020 08:30:23 GMT",
"version": "v1"
},
{
"created": "Fri, 31 Jan 2020 14:09:29 GMT",
"version": "v2"
},
{
"created": "Sun, 16 Feb 2020 08:42:15 GMT",
"version": "v3"
}
] | 2020-02-18 | [
[
"Weng",
"Jiasi",
""
],
[
"Weng",
"Jian",
""
],
[
"Zhang",
"Yue",
""
],
[
"Li",
"Ming",
""
],
[
"Wen",
"Zhaodi",
""
]
] | Mobile edge computing (MEC) is an emerging technology to transform the cloud-based computing services into the edge-based ones. Autonomous vehicular network (AVNET), as one of the most promising applications of MEC, can feature edge learning and communication techniques, improving the safety for autonomous vehicles (AV... |
1812.00884 | Shazia Akbar | Shazia Akbar, Anne L. Martel | Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology | Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 | null | null | ML4H/2018/27 | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To alleviate the burden of gathering detailed expert annotations when
training deep neural networks, we propose a weakly supervised learning approach
to recognize metastases in microscopic images of breast lymph nodes. We
describe an alternative training loss which clusters weakly labeled bags in
latent space to info... | [
{
"created": "Wed, 28 Nov 2018 15:05:22 GMT",
"version": "v1"
}
] | 2018-12-04 | [
[
"Akbar",
"Shazia",
""
],
[
"Martel",
"Anne L.",
""
]
] | To alleviate the burden of gathering detailed expert annotations when training deep neural networks, we propose a weakly supervised learning approach to recognize metastases in microscopic images of breast lymph nodes. We describe an alternative training loss which clusters weakly labeled bags in latent space to inform... |
1605.08154 | Chongyang Wang | Chongyang Wang, Ming Peng, Lingfeng Xu, Tong Chen | A single scale retinex based method for palm vein extraction | 4 pages, 4 figures, received by 2016 IEEE Information
Technology,Networking,Electronic and Automation Control Conference(ITNEC
2016) | null | 10.1109/ITNEC.2016.7560322 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Palm vein recognition is a novel biometric identification technology. But how
to gain a better vein extraction result from the raw palm image is still a
challenging problem, especially when the raw data collection has the problem of
asymmetric illumination. This paper proposes a method based on single scale
Retinex a... | [
{
"created": "Thu, 26 May 2016 06:09:24 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Wang",
"Chongyang",
""
],
[
"Peng",
"Ming",
""
],
[
"Xu",
"Lingfeng",
""
],
[
"Chen",
"Tong",
""
]
] | Palm vein recognition is a novel biometric identification technology. But how to gain a better vein extraction result from the raw palm image is still a challenging problem, especially when the raw data collection has the problem of asymmetric illumination. This paper proposes a method based on single scale Retinex alg... |
0810.4196 | M. H. van Emden | W.W. Edmonson and M.H. van Emden | Interval Semantics for Standard Floating-Point Arithmetic | 10 pages | null | null | DCS-323-IR | cs.NA cs.AR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | If the non-zero finite floating-point numbers are interpreted as point
intervals, then the effect of rounding can be interpreted as computing one of
the bounds of the result according to interval arithmetic. We give an interval
interpretation for the signed zeros and infinities, so that the undefined
operations 0*inf... | [
{
"created": "Thu, 23 Oct 2008 03:32:47 GMT",
"version": "v1"
}
] | 2008-10-24 | [
[
"Edmonson",
"W. W.",
""
],
[
"van Emden",
"M. H.",
""
]
] | If the non-zero finite floating-point numbers are interpreted as point intervals, then the effect of rounding can be interpreted as computing one of the bounds of the result according to interval arithmetic. We give an interval interpretation for the signed zeros and infinities, so that the undefined operations 0*inf, ... |
2004.02748 | Shreya Roy | Shreya Roy and Anirban Chakraborty | Semantic Segmentation of highly class imbalanced fully labelled 3D
volumetric biomedical images and unsupervised Domain Adaptation of the
pre-trained Segmentation Network to segment another fully unlabelled
Biomedical 3D Image stack | 6 pages and 6 figures. Submitting to ICPR2020 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of our work is to perform pixel label semantic segmentation on 3D
biomedical volumetric data. Manual annotation is always difficult for a large
bio-medical dataset. So, we consider two cases where one dataset is fully
labeled and the other dataset is assumed to be fully unlabelled. We first
perform Semantic ... | [
{
"created": "Fri, 13 Mar 2020 06:01:18 GMT",
"version": "v1"
}
] | 2020-04-07 | [
[
"Roy",
"Shreya",
""
],
[
"Chakraborty",
"Anirban",
""
]
] | The goal of our work is to perform pixel label semantic segmentation on 3D biomedical volumetric data. Manual annotation is always difficult for a large bio-medical dataset. So, we consider two cases where one dataset is fully labeled and the other dataset is assumed to be fully unlabelled. We first perform Semantic Se... |
2303.05867 | EPTCS | Ankit Kumar (Northeastern University), Andrew Walter (Northeastern
University), Panagiotis Manolios (Northeastern University) | Automated Grading of Automata with ACL2s | In Proceedings ThEdu'22, arXiv:2303.05360 | EPTCS 375, 2023, pp. 77-91 | 10.4204/EPTCS.375.7 | null | cs.LO cs.FL cs.SC | http://creativecommons.org/licenses/by/4.0/ | Almost all Computer Science programs require students to take a course on the
Theory of Computation (ToC) which covers various models of computation such as
finite automata, push-down automata and Turing machines. ToC courses tend to
give assignments that require paper-and-pencil solutions. Grading such
assignments t... | [
{
"created": "Fri, 10 Mar 2023 11:37:27 GMT",
"version": "v1"
}
] | 2023-03-13 | [
[
"Kumar",
"Ankit",
"",
"Northeastern University"
],
[
"Walter",
"Andrew",
"",
"Northeastern\n University"
],
[
"Manolios",
"Panagiotis",
"",
"Northeastern University"
]
] | Almost all Computer Science programs require students to take a course on the Theory of Computation (ToC) which covers various models of computation such as finite automata, push-down automata and Turing machines. ToC courses tend to give assignments that require paper-and-pencil solutions. Grading such assignments tak... |
2206.09362 | Wei Liu | Xin Xu, Wei Liu, Zheng Wang, Ruiming Hu, Qi Tian | Towards Generalizable Person Re-identification with a Bi-stream
Generative Model | There is a mistake of equation 1 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generalizable person re-identification (re-ID) has attracted growing
attention due to its powerful adaptation capability in the unseen data domain.
However, existing solutions often neglect either crossing cameras (e.g.,
illumination and resolution differences) or pedestrian misalignments (e.g.,
viewpoint and pose di... | [
{
"created": "Sun, 19 Jun 2022 09:18:25 GMT",
"version": "v1"
},
{
"created": "Sun, 26 Jun 2022 09:31:07 GMT",
"version": "v2"
}
] | 2022-06-28 | [
[
"Xu",
"Xin",
""
],
[
"Liu",
"Wei",
""
],
[
"Wang",
"Zheng",
""
],
[
"Hu",
"Ruiming",
""
],
[
"Tian",
"Qi",
""
]
] | Generalizable person re-identification (re-ID) has attracted growing attention due to its powerful adaptation capability in the unseen data domain. However, existing solutions often neglect either crossing cameras (e.g., illumination and resolution differences) or pedestrian misalignments (e.g., viewpoint and pose disc... |
1704.00079 | Kevin Yu | Kevin Yu, Ashish Kumar Budhiraja, and Pratap Tokekar | Algorithms for Routing of Unmanned Aerial Vehicles with Mobile
Recharging Stations | 7 pages, 14 figures, ICRA2018 under review | null | null | null | cs.RO cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the problem of planning a tour for an energy-limited Unmanned Aerial
Vehicle (UAV) to visit a set of sites in the least amount of time. We envision
scenarios where the UAV can be recharged along the way either by landing on
stationary recharging stations or on Unmanned Ground Vehicles (UGVs) acting as
mobile... | [
{
"created": "Fri, 31 Mar 2017 22:46:26 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Jul 2017 18:47:55 GMT",
"version": "v2"
},
{
"created": "Mon, 18 Sep 2017 18:37:00 GMT",
"version": "v3"
}
] | 2017-09-20 | [
[
"Yu",
"Kevin",
""
],
[
"Budhiraja",
"Ashish Kumar",
""
],
[
"Tokekar",
"Pratap",
""
]
] | We study the problem of planning a tour for an energy-limited Unmanned Aerial Vehicle (UAV) to visit a set of sites in the least amount of time. We envision scenarios where the UAV can be recharged along the way either by landing on stationary recharging stations or on Unmanned Ground Vehicles (UGVs) acting as mobile r... |
1908.07592 | Cenk G\"undo\u{g}an | Cenk G\"undo\u{g}an, Jakob Pfender, Michael Frey, Thomas C. Schmidt,
Felix Shzu-Juraschek, Matthias W\"ahlisch | Gain More for Less: The Surprising Benefits of QoS Management in
Constrained NDN Networks | null | Proceedings of ACM ICN 2019 | 10.1145/3357150.3357404 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quality of Service (QoS) in the IP world mainly manages forwarding resources,
i.e., link capacities and buffer spaces. In addition, Information Centric
Networking (ICN) offers resource dimensions such as in-network caches and
forwarding state. In constrained wireless networks, these resources are scarce
with a potent... | [
{
"created": "Tue, 20 Aug 2019 20:12:38 GMT",
"version": "v1"
}
] | 2019-08-22 | [
[
"Gündoğan",
"Cenk",
""
],
[
"Pfender",
"Jakob",
""
],
[
"Frey",
"Michael",
""
],
[
"Schmidt",
"Thomas C.",
""
],
[
"Shzu-Juraschek",
"Felix",
""
],
[
"Wählisch",
"Matthias",
""
]
] | Quality of Service (QoS) in the IP world mainly manages forwarding resources, i.e., link capacities and buffer spaces. In addition, Information Centric Networking (ICN) offers resource dimensions such as in-network caches and forwarding state. In constrained wireless networks, these resources are scarce with a potentia... |
1404.1484 | Wenjing Liao | Wenjing Liao and Albert Fannjiang | MUSIC for Single-Snapshot Spectral Estimation: Stability and
Super-resolution | Studies on the super-resolution of the MUSIC algorithm have been
added in Section 4 and Section 5.4 | null | null | null | cs.IT math.IT math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies the problem of line spectral estimation in the continuum
of a bounded interval with one snapshot of array measurement. The
single-snapshot measurement data is turned into a Hankel data matrix which
admits the Vandermonde decomposition and is suitable for the MUSIC algorithm.
The MUSIC algorithm amo... | [
{
"created": "Sat, 5 Apr 2014 15:51:33 GMT",
"version": "v1"
},
{
"created": "Sun, 21 Sep 2014 21:56:37 GMT",
"version": "v2"
}
] | 2014-09-23 | [
[
"Liao",
"Wenjing",
""
],
[
"Fannjiang",
"Albert",
""
]
] | This paper studies the problem of line spectral estimation in the continuum of a bounded interval with one snapshot of array measurement. The single-snapshot measurement data is turned into a Hankel data matrix which admits the Vandermonde decomposition and is suitable for the MUSIC algorithm. The MUSIC algorithm amoun... |
2003.00645 | Yusuke Koda | Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki
Nishio, Masahiro Morikura | Communication-Efficient Multimodal Split Learning for mmWave Received
Power Prediction | 5 pages, 7 figures, to be published at IEEE Communications Letters | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of this study is to improve the accuracy of millimeter wave received
power prediction by utilizing camera images and radio frequency (RF) signals,
while gathering image inputs in a communication-efficient and
privacy-preserving manner. To this end, we propose a distributed multimodal
machine learning (ML) fr... | [
{
"created": "Mon, 2 Mar 2020 03:58:35 GMT",
"version": "v1"
},
{
"created": "Tue, 3 Mar 2020 03:17:30 GMT",
"version": "v2"
}
] | 2020-03-04 | [
[
"Koda",
"Yusuke",
""
],
[
"Park",
"Jihong",
""
],
[
"Bennis",
"Mehdi",
""
],
[
"Yamamoto",
"Koji",
""
],
[
"Nishio",
"Takayuki",
""
],
[
"Morikura",
"Masahiro",
""
]
] | The goal of this study is to improve the accuracy of millimeter wave received power prediction by utilizing camera images and radio frequency (RF) signals, while gathering image inputs in a communication-efficient and privacy-preserving manner. To this end, we propose a distributed multimodal machine learning (ML) fram... |
2003.07507 | Saptarshi Purkayastha | A.K. Bhavani Singh, Mounika Guntu, Ananth Reddy Bhimireddy, Judy W.
Gichoya, Saptarshi Purkayastha | Multi-label natural language processing to identify diagnosis and
procedure codes from MIMIC-III inpatient notes | This is a shortened version of the Capstone Project that was accepted
by the Faculty of Indiana University, in partial fulfillment of the
requirements for the degree of Master of Science in Health Informatics | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the United States, 25% or greater than 200 billion dollars of hospital
spending accounts for administrative costs that involve services for medical
coding and billing. With the increasing number of patient records, manual
assignment of the codes performed is overwhelming, time-consuming and
error-prone, causing bi... | [
{
"created": "Tue, 17 Mar 2020 02:56:27 GMT",
"version": "v1"
}
] | 2020-03-18 | [
[
"Singh",
"A. K. Bhavani",
""
],
[
"Guntu",
"Mounika",
""
],
[
"Bhimireddy",
"Ananth Reddy",
""
],
[
"Gichoya",
"Judy W.",
""
],
[
"Purkayastha",
"Saptarshi",
""
]
] | In the United States, 25% or greater than 200 billion dollars of hospital spending accounts for administrative costs that involve services for medical coding and billing. With the increasing number of patient records, manual assignment of the codes performed is overwhelming, time-consuming and error-prone, causing bill... |
2007.09793 | R Jaberi | Raed Jaberi | $2$-blocks in strongly biconnected directed graphs | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A directed graph $G=(V,E)$ is called strongly biconnected if $G$ is strongly
connected and the underlying graph of $G$ is biconnected. A strongly
biconnected component of a strongly connected graph $G=(V,E)$ is a maximal
vertex subset $L\subseteq V$ such that the induced subgraph on $L$ is strongly
biconnected. Let $... | [
{
"created": "Sun, 19 Jul 2020 21:59:52 GMT",
"version": "v1"
}
] | 2020-07-21 | [
[
"Jaberi",
"Raed",
""
]
] | A directed graph $G=(V,E)$ is called strongly biconnected if $G$ is strongly connected and the underlying graph of $G$ is biconnected. A strongly biconnected component of a strongly connected graph $G=(V,E)$ is a maximal vertex subset $L\subseteq V$ such that the induced subgraph on $L$ is strongly biconnected. Let $G=... |
1804.04577 | Dimitri Bertsekas | Dimitri P. Bertsekas | Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and
Some New Implementations | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we discuss policy iteration methods for approximate solution of
a finite-state discounted Markov decision problem, with a focus on
feature-based aggregation methods and their connection with deep reinforcement
learning schemes. We introduce features of the states of the original problem,
and we formulat... | [
{
"created": "Thu, 12 Apr 2018 15:46:12 GMT",
"version": "v1"
},
{
"created": "Sun, 22 Apr 2018 14:38:08 GMT",
"version": "v2"
},
{
"created": "Tue, 21 Aug 2018 22:41:34 GMT",
"version": "v3"
}
] | 2018-08-23 | [
[
"Bertsekas",
"Dimitri P.",
""
]
] | In this paper we discuss policy iteration methods for approximate solution of a finite-state discounted Markov decision problem, with a focus on feature-based aggregation methods and their connection with deep reinforcement learning schemes. We introduce features of the states of the original problem, and we formulate ... |
1612.04512 | Pedro Henrique Juliano Nardelli | Florian K\"uhnlenz and Pedro H. J. Nardelli | Agent-based Model for Spot and Balancing Electricity Markets | null | null | null | null | cs.MA q-fin.GN | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a simple, yet realistic, agent-based model of an electricity
market. The proposed model combines the spot and balancing markets with a
resolution of one minute, which enables a more accurate depiction of the
physical properties of the power grid. As a test, we compare the results
obtained from our simulati... | [
{
"created": "Wed, 14 Dec 2016 07:15:18 GMT",
"version": "v1"
}
] | 2016-12-19 | [
[
"Kühnlenz",
"Florian",
""
],
[
"Nardelli",
"Pedro H. J.",
""
]
] | We present a simple, yet realistic, agent-based model of an electricity market. The proposed model combines the spot and balancing markets with a resolution of one minute, which enables a more accurate depiction of the physical properties of the power grid. As a test, we compare the results obtained from our simulation... |
1706.02672 | Kumar Sankar Ray | Kumar S. Ray, Soma Chakraborty | An Efficient Approach for Object Detection and Tracking of Objects in a
Video with Variable Background | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a novel approach to create an automated visual
surveillance system which is very efficient in detecting and tracking moving
objects in a video captured by moving camera without any apriori information
about the captured scene. Separating foreground from the background is
challenging job in videos ... | [
{
"created": "Thu, 11 May 2017 08:23:35 GMT",
"version": "v1"
}
] | 2017-06-09 | [
[
"Ray",
"Kumar S.",
""
],
[
"Chakraborty",
"Soma",
""
]
] | This paper proposes a novel approach to create an automated visual surveillance system which is very efficient in detecting and tracking moving objects in a video captured by moving camera without any apriori information about the captured scene. Separating foreground from the background is challenging job in videos ca... |
2104.08062 | Bilal Abu-Salih | Bilal Abu-Salih, Pornpit Wongthongtham, Dengya Zhu, Kit Yan Chan, Amit
Rudra | Introduction to Big data Technology | null | null | 10.1007/978-981-33-6652-7_2 | null | cs.OH | http://creativecommons.org/licenses/by/4.0/ | Big data is no more "all just hype" but widely applied in nearly all aspects
of our business, governments, and organizations with the technology stack of
AI. Its influences are far beyond a simple technique innovation but involves
all rears in the world. This chapter will first have historical review of big
data; fol... | [
{
"created": "Thu, 15 Apr 2021 13:34:45 GMT",
"version": "v1"
}
] | 2021-04-19 | [
[
"Abu-Salih",
"Bilal",
""
],
[
"Wongthongtham",
"Pornpit",
""
],
[
"Zhu",
"Dengya",
""
],
[
"Chan",
"Kit Yan",
""
],
[
"Rudra",
"Amit",
""
]
] | Big data is no more "all just hype" but widely applied in nearly all aspects of our business, governments, and organizations with the technology stack of AI. Its influences are far beyond a simple technique innovation but involves all rears in the world. This chapter will first have historical review of big data; follo... |
1811.03882 | Yoji Yamato | Yoji Yamato, Hirofumi Noguchi, Misao Kataoka, Takuma Isoda and Tatsuya
Demizu | Parallel processing area extraction and data transfer number reduction
for automatic GPU offloading of IoT applications | 6 pages, 4 figures, in Japanese, IEICE Technical Report, SC2018-32 | IEICE Technical Report, SC2018-32, Nov. 2018. (c) 2018 IEICE | null | IEICE Technical Report, SC2018-32, Nov. 2018 | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For Open IoT, we have proposed Tacit Computing technology to discover the
devices that have data users need on demand and use them dynamically and an
automatic GPU offloading technology as an elementary technology of Tacit
Computing. However, it can improve limited applications because it only
optimizes parallelizabl... | [
{
"created": "Fri, 9 Nov 2018 12:38:37 GMT",
"version": "v1"
}
] | 2018-11-14 | [
[
"Yamato",
"Yoji",
""
],
[
"Noguchi",
"Hirofumi",
""
],
[
"Kataoka",
"Misao",
""
],
[
"Isoda",
"Takuma",
""
],
[
"Demizu",
"Tatsuya",
""
]
] | For Open IoT, we have proposed Tacit Computing technology to discover the devices that have data users need on demand and use them dynamically and an automatic GPU offloading technology as an elementary technology of Tacit Computing. However, it can improve limited applications because it only optimizes parallelizable ... |
1112.3877 | Malathi Subramanian | S.Malathi, S.Sridhar | A Classical Fuzzy Approach for Software Effort Estimation on Machine
Learning Technique | 5 pages, 2 figures, 4 tables | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Software Cost Estimation with resounding reliability,productivity and
development effort is a challenging and onerous task. This has incited the
software community to give much needed thrust and delve into extensive research
in software effort estimation for evolving sophisticated methods. Estimation by
analogy is on... | [
{
"created": "Fri, 16 Dec 2011 16:22:55 GMT",
"version": "v1"
}
] | 2011-12-19 | [
[
"Malathi",
"S.",
""
],
[
"Sridhar",
"S.",
""
]
] | Software Cost Estimation with resounding reliability,productivity and development effort is a challenging and onerous task. This has incited the software community to give much needed thrust and delve into extensive research in software effort estimation for evolving sophisticated methods. Estimation by analogy is one ... |
2211.11734 | Karthik Shetty | Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert
Strobel, Markus Kowarschik, Andreas Maier, Bernhard Egger | PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body
Estimation | CVPR2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce PLIKS (Pseudo-Linear Inverse Kinematic Solver) for
reconstruction of a 3D mesh of the human body from a single 2D image. Current
techniques directly regress the shape, pose, and translation of a parametric
model from an input image through a non-linear mapping with minimal flexibility
to any external inf... | [
{
"created": "Mon, 21 Nov 2022 18:54:12 GMT",
"version": "v1"
},
{
"created": "Mon, 27 Mar 2023 23:50:01 GMT",
"version": "v2"
}
] | 2023-03-29 | [
[
"Shetty",
"Karthik",
""
],
[
"Birkhold",
"Annette",
""
],
[
"Jaganathan",
"Srikrishna",
""
],
[
"Strobel",
"Norbert",
""
],
[
"Kowarschik",
"Markus",
""
],
[
"Maier",
"Andreas",
""
],
[
"Egger",
"Bernhard",
... | We introduce PLIKS (Pseudo-Linear Inverse Kinematic Solver) for reconstruction of a 3D mesh of the human body from a single 2D image. Current techniques directly regress the shape, pose, and translation of a parametric model from an input image through a non-linear mapping with minimal flexibility to any external influ... |
1909.13456 | Zhe Gan | Wenlin Wang, Chenyang Tao, Zhe Gan, Guoyin Wang, Liqun Chen, Xinyuan
Zhang, Ruiyi Zhang, Qian Yang, Ricardo Henao, Lawrence Carin | Improving Textual Network Learning with Variational Homophilic
Embeddings | Accepted to NeurIPS 2019 | null | null | null | cs.LG cs.CL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The performance of many network learning applications crucially hinges on the
success of network embedding algorithms, which aim to encode rich network
information into low-dimensional vertex-based vector representations. This
paper considers a novel variational formulation of network embeddings, with
special focus o... | [
{
"created": "Mon, 30 Sep 2019 05:03:25 GMT",
"version": "v1"
}
] | 2019-10-01 | [
[
"Wang",
"Wenlin",
""
],
[
"Tao",
"Chenyang",
""
],
[
"Gan",
"Zhe",
""
],
[
"Wang",
"Guoyin",
""
],
[
"Chen",
"Liqun",
""
],
[
"Zhang",
"Xinyuan",
""
],
[
"Zhang",
"Ruiyi",
""
],
[
"Yang",
"Qian"... | The performance of many network learning applications crucially hinges on the success of network embedding algorithms, which aim to encode rich network information into low-dimensional vertex-based vector representations. This paper considers a novel variational formulation of network embeddings, with special focus on ... |
1805.03190 | Dmitry Kulyabov PhD | D. S. Kulyabov, M. N. Gevorkyan, A. V. Demidova, T. R. Velieva, A. V.
Korolkova, L. A. Sevastianov | Implementing a Method for Stochastization of One-Step Processes in a
Computer Algebra System | in English; in Russian | null | 10.1134/S0361768818020044 | null | cs.SC math-ph math.MP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | When modeling such phenomena as population dynamics, controllable ows, etc.,
a problem arises of adapting the existing models to a phenomenon under study.
For this purpose, we propose to derive new models from the rst principles by
stochastization of one-step processes. Research can be represented as an
iterative pro... | [
{
"created": "Tue, 8 May 2018 17:48:59 GMT",
"version": "v1"
}
] | 2018-05-09 | [
[
"Kulyabov",
"D. S.",
""
],
[
"Gevorkyan",
"M. N.",
""
],
[
"Demidova",
"A. V.",
""
],
[
"Velieva",
"T. R.",
""
],
[
"Korolkova",
"A. V.",
""
],
[
"Sevastianov",
"L. A.",
""
]
] | When modeling such phenomena as population dynamics, controllable ows, etc., a problem arises of adapting the existing models to a phenomenon under study. For this purpose, we propose to derive new models from the rst principles by stochastization of one-step processes. Research can be represented as an iterative proce... |
2303.06596 | Jiayang Ao | Jiayang Ao, Qiuhong Ke, Krista A. Ehinger | Amodal Intra-class Instance Segmentation: Synthetic Datasets and
Benchmark | Accepted at WACV 2024. Datasets are available at
https://github.com/saraao/amodal-dataset | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Images of realistic scenes often contain intra-class objects that are heavily
occluded from each other, making the amodal perception task that requires
parsing the occluded parts of the objects challenging. Although important for
downstream tasks such as robotic grasping systems, the lack of large-scale
amodal datase... | [
{
"created": "Sun, 12 Mar 2023 07:28:36 GMT",
"version": "v1"
},
{
"created": "Tue, 7 Nov 2023 11:38:32 GMT",
"version": "v2"
}
] | 2023-11-08 | [
[
"Ao",
"Jiayang",
""
],
[
"Ke",
"Qiuhong",
""
],
[
"Ehinger",
"Krista A.",
""
]
] | Images of realistic scenes often contain intra-class objects that are heavily occluded from each other, making the amodal perception task that requires parsing the occluded parts of the objects challenging. Although important for downstream tasks such as robotic grasping systems, the lack of large-scale amodal datasets... |
2010.04592 | Joshua Robinson | Joshua Robinson, Ching-Yao Chuang, Suvrit Sra, Stefanie Jegelka | Contrastive Learning with Hard Negative Samples | Published as a conference paper at ICLR 2021 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | How can you sample good negative examples for contrastive learning? We argue
that, as with metric learning, contrastive learning of representations benefits
from hard negative samples (i.e., points that are difficult to distinguish from
an anchor point). The key challenge toward using hard negatives is that
contrasti... | [
{
"created": "Fri, 9 Oct 2020 14:18:53 GMT",
"version": "v1"
},
{
"created": "Sun, 24 Jan 2021 22:19:30 GMT",
"version": "v2"
}
] | 2021-01-26 | [
[
"Robinson",
"Joshua",
""
],
[
"Chuang",
"Ching-Yao",
""
],
[
"Sra",
"Suvrit",
""
],
[
"Jegelka",
"Stefanie",
""
]
] | How can you sample good negative examples for contrastive learning? We argue that, as with metric learning, contrastive learning of representations benefits from hard negative samples (i.e., points that are difficult to distinguish from an anchor point). The key challenge toward using hard negatives is that contrastive... |
1809.02953 | Carey Ming-Li Chen | Carey Ming-Li Chen, Wen-Yau Cathy Lin | What indicators matter? The Analysis of Perception toward Research
Assessment Indicators and Leiden Manifesto- The Case Study of Taiwan | Paper presented at 23rd International Conference on Science and
Technology Indicators (STI 2018) in Leiden, The Netherlands | null | null | null | cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This study aims to investigate the Taiwanese researchers' awareness toward
bibliometric indicators and the principles from Leiden Manifesto. The online
survey was conducted and obtained a total of 417 valid responses. The results
show that evoking the right concept of use of bibliometric indicators and
research evalu... | [
{
"created": "Sun, 9 Sep 2018 11:04:06 GMT",
"version": "v1"
}
] | 2018-09-11 | [
[
"Chen",
"Carey Ming-Li",
""
],
[
"Lin",
"Wen-Yau Cathy",
""
]
] | This study aims to investigate the Taiwanese researchers' awareness toward bibliometric indicators and the principles from Leiden Manifesto. The online survey was conducted and obtained a total of 417 valid responses. The results show that evoking the right concept of use of bibliometric indicators and research evaluat... |
2105.13718 | Amin Honarmandi Shandiz | Amin Honarmandi Shandiz and L\'aszl\'o T\'oth | Voice Activity Detection for Ultrasound-based Silent Speech Interfaces
using Convolutional Neural Networks | 12 pages, 7 tables, 4 figures | null | 10.1007/978-3-030-83527-9_43 | null | cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | Voice Activity Detection (VAD) is not easy task when the input audio signal
is noisy, and it is even more complicated when the input is not even an audio
recording. This is the case with Silent Speech Interfaces (SSI) where we record
the movement of the articulatory organs during speech, and we aim to
reconstruct the... | [
{
"created": "Fri, 28 May 2021 10:33:22 GMT",
"version": "v1"
},
{
"created": "Thu, 3 Jun 2021 11:40:48 GMT",
"version": "v2"
},
{
"created": "Sat, 18 Sep 2021 20:47:32 GMT",
"version": "v3"
}
] | 2021-09-21 | [
[
"Shandiz",
"Amin Honarmandi",
""
],
[
"Tóth",
"László",
""
]
] | Voice Activity Detection (VAD) is not easy task when the input audio signal is noisy, and it is even more complicated when the input is not even an audio recording. This is the case with Silent Speech Interfaces (SSI) where we record the movement of the articulatory organs during speech, and we aim to reconstruct the s... |
2307.10201 | Luyao Zhang | Luyao Zhang, Yutong Sun, Yutong Quan, Jiaxun Cao, Xin Tong | On the Mechanics of NFT Valuation: AI Ethics and Social Media | Presented at ChainScience Conference, 2003 (arXiv:2307.03277v2
[cs.DC] 11 Jul 2023) | null | 10.31219/osf.io/qwpdx | ChainScience/2023/16 | cs.CY cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As CryptoPunks pioneers the innovation of non-fungible tokens (NFTs) in AI
and art, the valuation mechanics of NFTs has become a trending topic. Earlier
research identifies the impact of ethics and society on the price prediction of
CryptoPunks. Since the booming year of the NFT market in 2021, the discussion
of Cryp... | [
{
"created": "Thu, 13 Jul 2023 03:12:00 GMT",
"version": "v1"
},
{
"created": "Fri, 21 Jul 2023 10:40:36 GMT",
"version": "v2"
}
] | 2023-07-24 | [
[
"Zhang",
"Luyao",
""
],
[
"Sun",
"Yutong",
""
],
[
"Quan",
"Yutong",
""
],
[
"Cao",
"Jiaxun",
""
],
[
"Tong",
"Xin",
""
]
] | As CryptoPunks pioneers the innovation of non-fungible tokens (NFTs) in AI and art, the valuation mechanics of NFTs has become a trending topic. Earlier research identifies the impact of ethics and society on the price prediction of CryptoPunks. Since the booming year of the NFT market in 2021, the discussion of Crypto... |
2007.01790 | Jihong Park | Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis | Harnessing Wireless Channels for Scalable and Privacy-Preserving
Federated Learning | 14 pages, 7 figures; This article has been submitted to IEEE for
possible publication | null | null | null | cs.LG cs.IT cs.NI math.IT stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wireless connectivity is instrumental in enabling scalable federated learning
(FL), yet wireless channels bring challenges for model training, in which
channel randomness perturbs each worker's model update while multiple workers'
updates incur significant interference under limited bandwidth. To address
these challe... | [
{
"created": "Fri, 3 Jul 2020 16:31:15 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Nov 2020 09:17:13 GMT",
"version": "v2"
}
] | 2020-11-18 | [
[
"Elgabli",
"Anis",
""
],
[
"Park",
"Jihong",
""
],
[
"Issaid",
"Chaouki Ben",
""
],
[
"Bennis",
"Mehdi",
""
]
] | Wireless connectivity is instrumental in enabling scalable federated learning (FL), yet wireless channels bring challenges for model training, in which channel randomness perturbs each worker's model update while multiple workers' updates incur significant interference under limited bandwidth. To address these challeng... |
2405.14001 | Sander Beckers | Sander Beckers | Nondeterministic Causal Models | Preliminary version: currently under review | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | I generalize acyclic deterministic structural equation models to the
nondeterministic case and argue that it offers an improved semantics for
counterfactuals. The standard, deterministic, semantics developed by Halpern
(and based on the initial proposal of Galles & Pearl) assumes that for each
assignment of values to... | [
{
"created": "Wed, 22 May 2024 21:17:52 GMT",
"version": "v1"
}
] | 2024-05-24 | [
[
"Beckers",
"Sander",
""
]
] | I generalize acyclic deterministic structural equation models to the nondeterministic case and argue that it offers an improved semantics for counterfactuals. The standard, deterministic, semantics developed by Halpern (and based on the initial proposal of Galles & Pearl) assumes that for each assignment of values to p... |
1812.07103 | Omar Mohammed | Omar Mohammed, Gerard Bailly, Damien Pellier | Style Transfer and Extraction for the Handwritten Letters Using Deep
Learning | Accepted in ICAART 2019 | null | null | null | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | How can we learn, transfer and extract handwriting styles using deep neural
networks? This paper explores these questions using a deep conditioned
autoencoder on the IRON-OFF handwriting data-set. We perform three experiments
that systematically explore the quality of our style extraction procedure.
First, We compare... | [
{
"created": "Mon, 10 Dec 2018 13:38:46 GMT",
"version": "v1"
}
] | 2018-12-19 | [
[
"Mohammed",
"Omar",
""
],
[
"Bailly",
"Gerard",
""
],
[
"Pellier",
"Damien",
""
]
] | How can we learn, transfer and extract handwriting styles using deep neural networks? This paper explores these questions using a deep conditioned autoencoder on the IRON-OFF handwriting data-set. We perform three experiments that systematically explore the quality of our style extraction procedure. First, We compare o... |
2208.02114 | Ekrem Fatih Y{\i}lmazer | Ekrem Fatih Y{\i}lmazer, Delio Vicini, Wenzel Jakob | Solving Inverse PDE Problems using Grid-Free Monte Carlo Estimators | 9 pages (2 pages references and appendix), 9 figures | null | null | null | cs.GR math.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modeling physical phenomena like heat transport and diffusion is crucially
dependent on the numerical solution of partial differential equations (PDEs). A
PDE solver finds the solution given coefficients and a boundary condition,
whereas an inverse PDE solver goes the opposite way and reconstructs these
inputs from a... | [
{
"created": "Wed, 3 Aug 2022 14:44:40 GMT",
"version": "v1"
}
] | 2022-08-04 | [
[
"Yılmazer",
"Ekrem Fatih",
""
],
[
"Vicini",
"Delio",
""
],
[
"Jakob",
"Wenzel",
""
]
] | Modeling physical phenomena like heat transport and diffusion is crucially dependent on the numerical solution of partial differential equations (PDEs). A PDE solver finds the solution given coefficients and a boundary condition, whereas an inverse PDE solver goes the opposite way and reconstructs these inputs from an ... |
2001.00285 | Thanh Nho Do | Mai Thanh Thai, Phuoc Thien Phan, Shing Wong, Nigel H. Lovell, Thanh
Nho Do | Advanced Intelligent Systems for Surgical Robotics | 76 pages, 23 figures, 1 table | null | null | null | cs.RO | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Surgical robots have had clinical use since the mid 1990s. Robot-assisted
surgeries offer many benefits over the conventional approach including lower
risk of infection and blood loss, shorter recovery, and an overall safer
procedure for patients. The past few decades have shown many emerging surgical
robotic platfor... | [
{
"created": "Thu, 2 Jan 2020 00:30:32 GMT",
"version": "v1"
}
] | 2020-01-03 | [
[
"Thai",
"Mai Thanh",
""
],
[
"Phan",
"Phuoc Thien",
""
],
[
"Wong",
"Shing",
""
],
[
"Lovell",
"Nigel H.",
""
],
[
"Do",
"Thanh Nho",
""
]
] | Surgical robots have had clinical use since the mid 1990s. Robot-assisted surgeries offer many benefits over the conventional approach including lower risk of infection and blood loss, shorter recovery, and an overall safer procedure for patients. The past few decades have shown many emerging surgical robotic platforms... |
2304.14459 | Sriniwas Pandey | Sriniwas Pandey, Yiding Cao, Yingjun Dong, Minjun Kim, Neil G.
MacLaren, Shelley D. Dionne, Francis J. Yammarino, and Hiroki Sayama | Generation and Influence of Eccentric Ideas on Social Networks | 15 pages, 3 figures | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Studying extreme ideas in routine choices and discussions is of utmost
importance to understand the increasing polarization in society. In this study,
we focus on understanding the generation and influence of extreme ideas in
routine conversations which we label "eccentric" ideas. The eccentricity of any
idea is defi... | [
{
"created": "Thu, 27 Apr 2023 18:34:39 GMT",
"version": "v1"
}
] | 2023-05-01 | [
[
"Pandey",
"Sriniwas",
""
],
[
"Cao",
"Yiding",
""
],
[
"Dong",
"Yingjun",
""
],
[
"Kim",
"Minjun",
""
],
[
"MacLaren",
"Neil G.",
""
],
[
"Dionne",
"Shelley D.",
""
],
[
"Yammarino",
"Francis J.",
""
],
... | Studying extreme ideas in routine choices and discussions is of utmost importance to understand the increasing polarization in society. In this study, we focus on understanding the generation and influence of extreme ideas in routine conversations which we label "eccentric" ideas. The eccentricity of any idea is define... |
1502.04095 | J.T. Geneson | Jesse Geneson, Peter Tian | Sequences of formation width $4$ and alternation length $5$ | 20 pages | null | null | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sequence pattern avoidance is a central topic in combinatorics. A sequence
$s$ contains a sequence $u$ if some subsequence of $s$ can be changed into $u$
by a one-to-one renaming of its letters. If $s$ does not contain $u$, then $s$
avoids $u$. A widely studied extremal function related to pattern avoidance is
$Ex(u,... | [
{
"created": "Fri, 13 Feb 2015 19:13:02 GMT",
"version": "v1"
}
] | 2015-02-16 | [
[
"Geneson",
"Jesse",
""
],
[
"Tian",
"Peter",
""
]
] | Sequence pattern avoidance is a central topic in combinatorics. A sequence $s$ contains a sequence $u$ if some subsequence of $s$ can be changed into $u$ by a one-to-one renaming of its letters. If $s$ does not contain $u$, then $s$ avoids $u$. A widely studied extremal function related to pattern avoidance is $Ex(u, n... |
2407.05961 | Eran Ben-Haim | Geron Yamit, Ben-Haim Eran, Gat D. Amir, Or Yizhar, Givli Sefi | Dynamic single-input control of multi-state multi-transition soft
robotic actuator | 6 figures | null | null | null | cs.RO physics.app-ph | http://creativecommons.org/licenses/by/4.0/ | Soft robotics is an attractive and rapidly emerging field, in which actuation
is coupled with the elastic response of the robot's structure to achieve
complex deformation patterns. A crucial challenge is the need for multiple
control inputs, which adds significant complication to the system. We propose a
novel concep... | [
{
"created": "Mon, 8 Jul 2024 13:59:42 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Jul 2024 13:44:30 GMT",
"version": "v2"
}
] | 2024-07-23 | [
[
"Yamit",
"Geron",
""
],
[
"Eran",
"Ben-Haim",
""
],
[
"Amir",
"Gat D.",
""
],
[
"Yizhar",
"Or",
""
],
[
"Sefi",
"Givli",
""
]
] | Soft robotics is an attractive and rapidly emerging field, in which actuation is coupled with the elastic response of the robot's structure to achieve complex deformation patterns. A crucial challenge is the need for multiple control inputs, which adds significant complication to the system. We propose a novel concept ... |
1809.02403 | Kan Ren | Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu,
Yong Yu | Deep Recurrent Survival Analysis | AAAI 2019. Supplemental material, slides, code:
https://github.com/rk2900/drsa | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Survival analysis is a hotspot in statistical research for modeling
time-to-event information with data censorship handling, which has been widely
used in many applications such as clinical research, information system and
other fields with survivorship bias. Many works have been proposed for survival
analysis rangin... | [
{
"created": "Fri, 7 Sep 2018 11:13:44 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Nov 2018 11:40:19 GMT",
"version": "v2"
}
] | 2018-11-14 | [
[
"Ren",
"Kan",
""
],
[
"Qin",
"Jiarui",
""
],
[
"Zheng",
"Lei",
""
],
[
"Yang",
"Zhengyu",
""
],
[
"Zhang",
"Weinan",
""
],
[
"Qiu",
"Lin",
""
],
[
"Yu",
"Yong",
""
]
] | Survival analysis is a hotspot in statistical research for modeling time-to-event information with data censorship handling, which has been widely used in many applications such as clinical research, information system and other fields with survivorship bias. Many works have been proposed for survival analysis ranging ... |
cs/0510028 | Victor Grishchenko | Victor S. Grishchenko | Geo-aggregation permits low stretch and routing tables of logarithmical
size | 6 pages | null | null | null | cs.NI | null | This article first addresses applicability of Euclidean models to the domain
of Internet routing. Those models are found (limitedly) applicable. Then a
simplistic model of routing is constructed for Euclidean plane densely covered
with points-routers. The model guarantees low stretch and logarithmical size of
routing... | [
{
"created": "Tue, 11 Oct 2005 16:20:28 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Grishchenko",
"Victor S.",
""
]
] | This article first addresses applicability of Euclidean models to the domain of Internet routing. Those models are found (limitedly) applicable. Then a simplistic model of routing is constructed for Euclidean plane densely covered with points-routers. The model guarantees low stretch and logarithmical size of routing t... |
2202.03697 | Nishad Gothoskar | Nishad Gothoskar, Miguel L\'azaro-Gredilla, Yasemin Bekiroglu,
Abhishek Agarwal, Joshua B. Tenenbaum, Vikash K. Mansinghka, Dileep George | DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via
online learning in a structured generative model | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Visual servoing enables robotic systems to perform accurate closed-loop
control, which is required in many applications. However, existing methods
either require precise calibration of the robot kinematic model and cameras or
use neural architectures that require large amounts of data to train. In this
work, we prese... | [
{
"created": "Tue, 8 Feb 2022 07:44:20 GMT",
"version": "v1"
}
] | 2022-02-09 | [
[
"Gothoskar",
"Nishad",
""
],
[
"Lázaro-Gredilla",
"Miguel",
""
],
[
"Bekiroglu",
"Yasemin",
""
],
[
"Agarwal",
"Abhishek",
""
],
[
"Tenenbaum",
"Joshua B.",
""
],
[
"Mansinghka",
"Vikash K.",
""
],
[
"George",
... | Visual servoing enables robotic systems to perform accurate closed-loop control, which is required in many applications. However, existing methods either require precise calibration of the robot kinematic model and cameras or use neural architectures that require large amounts of data to train. In this work, we present... |
0809.3546 | Danilo Silva | Danilo Silva, Frank R. Kschischang | Universal Secure Network Coding via Rank-Metric Codes | 12 pages, 1 figure, substantially rewritten and improved. Submitted
to IEEE Transactions on Information Theory | IEEE Transactions on Information Theory, vol. 57, no. 2, pp.
1124-1135, Feb. 2011 | 10.1109/TIT.2010.2090212 | null | cs.IT cs.CR math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The problem of securing a network coding communication system against an
eavesdropper adversary is considered. The network implements linear network
coding to deliver n packets from source to each receiver, and the adversary can
eavesdrop on \mu arbitrarily chosen links. The objective is to provide reliable
communica... | [
{
"created": "Sun, 21 Sep 2008 02:16:18 GMT",
"version": "v1"
},
{
"created": "Tue, 27 Apr 2010 04:21:21 GMT",
"version": "v2"
}
] | 2019-05-07 | [
[
"Silva",
"Danilo",
""
],
[
"Kschischang",
"Frank R.",
""
]
] | The problem of securing a network coding communication system against an eavesdropper adversary is considered. The network implements linear network coding to deliver n packets from source to each receiver, and the adversary can eavesdrop on \mu arbitrarily chosen links. The objective is to provide reliable communicati... |
2011.07960 | Yikang Shen | Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron
Courville | Explicitly Modeling Syntax in Language Models with Incremental Parsing
and a Dynamic Oracle | 12 pages, 10 figures | NAACL 2021 | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Syntax is fundamental to our thinking about language. Failing to capture the
structure of input language could lead to generalization problems and
over-parametrization. In the present work, we propose a new syntax-aware
language model: Syntactic Ordered Memory (SOM). The model explicitly models the
structure with an ... | [
{
"created": "Wed, 21 Oct 2020 17:39:15 GMT",
"version": "v1"
},
{
"created": "Mon, 10 May 2021 18:13:41 GMT",
"version": "v2"
}
] | 2021-05-12 | [
[
"Shen",
"Yikang",
""
],
[
"Tan",
"Shawn",
""
],
[
"Sordoni",
"Alessandro",
""
],
[
"Reddy",
"Siva",
""
],
[
"Courville",
"Aaron",
""
]
] | Syntax is fundamental to our thinking about language. Failing to capture the structure of input language could lead to generalization problems and over-parametrization. In the present work, we propose a new syntax-aware language model: Syntactic Ordered Memory (SOM). The model explicitly models the structure with an in... |
2005.01584 | Betis Baheri | Betis Baheri, Jacob Tronge, Bo Fang, Ang Li, Vipin Chaudhary and Qiang
Guan | MARS: Malleable Actor-Critic Reinforcement Learning Scheduler | 10 pages, HPC, Cloud System, Scheduling, Workflow Management,
Reinforcement Learning, Deep Learning | 2022 IEEE International Performance Computing and Communications
Conference (IPCCC) 217-226 | 10.1109/IPCCC55026.2022.9894315 | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we introduce MARS, a new scheduling system for HPC-cloud
infrastructures based on a cost-aware, flexible reinforcement learning
approach, which serves as an intermediate layer for next generation HPC-cloud
resource manager. MARS ensembles the pre-trained models from heuristic
workloads and decides on t... | [
{
"created": "Mon, 4 May 2020 15:51:41 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Aug 2022 18:08:06 GMT",
"version": "v2"
},
{
"created": "Fri, 23 Dec 2022 07:14:29 GMT",
"version": "v3"
}
] | 2022-12-26 | [
[
"Baheri",
"Betis",
""
],
[
"Tronge",
"Jacob",
""
],
[
"Fang",
"Bo",
""
],
[
"Li",
"Ang",
""
],
[
"Chaudhary",
"Vipin",
""
],
[
"Guan",
"Qiang",
""
]
] | In this paper, we introduce MARS, a new scheduling system for HPC-cloud infrastructures based on a cost-aware, flexible reinforcement learning approach, which serves as an intermediate layer for next generation HPC-cloud resource manager. MARS ensembles the pre-trained models from heuristic workloads and decides on the... |
2304.12939 | Carlos Eduardo Cancino-Chac\'on | Carlos Cancino-Chac\'on, Silvan Peter, Patricia Hu, Emmanouil
Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard
Widmer | The ACCompanion: Combining Reactivity, Robustness, and Musical
Expressivity in an Automatic Piano Accompanist | In Proceedings of the 32nd International Joint Conference on
Artificial Intelligence (IJCAI-23), Macao, China. The differences/extensions
with the previous version include a technical appendix, added missing links,
and minor text updates. 10 pages, 4 figures | null | null | null | cs.SD cs.HC eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces the ACCompanion, an expressive accompaniment system.
Similarly to a musician who accompanies a soloist playing a given musical
piece, our system can produce a human-like rendition of the accompaniment part
that follows the soloist's choices in terms of tempo, dynamics, and
articulation. The ACCo... | [
{
"created": "Mon, 24 Apr 2023 05:19:52 GMT",
"version": "v1"
},
{
"created": "Tue, 30 May 2023 14:53:47 GMT",
"version": "v2"
}
] | 2023-05-31 | [
[
"Cancino-Chacón",
"Carlos",
""
],
[
"Peter",
"Silvan",
""
],
[
"Hu",
"Patricia",
""
],
[
"Karystinaios",
"Emmanouil",
""
],
[
"Henkel",
"Florian",
""
],
[
"Foscarin",
"Francesco",
""
],
[
"Varga",
"Nimrod",
... | This paper introduces the ACCompanion, an expressive accompaniment system. Similarly to a musician who accompanies a soloist playing a given musical piece, our system can produce a human-like rendition of the accompaniment part that follows the soloist's choices in terms of tempo, dynamics, and articulation. The ACComp... |
2405.03660 | Sankalp Sinha | Sankalp Sinha, Muhammad Saif Ullah Khan, Talha Uddin Sheikh, Didier
Stricker and Muhammad Zeshan Afzal | CICA: Content-Injected Contrastive Alignment for Zero-Shot Document
Image Classification | 18 Pages, 4 Figures and Accepted in ICDAR 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Zero-shot learning has been extensively investigated in the broader field of
visual recognition, attracting significant interest recently. However, the
current work on zero-shot learning in document image classification remains
scarce. The existing studies either focus exclusively on zero-shot inference,
or their eva... | [
{
"created": "Mon, 6 May 2024 17:37:23 GMT",
"version": "v1"
}
] | 2024-05-07 | [
[
"Sinha",
"Sankalp",
""
],
[
"Khan",
"Muhammad Saif Ullah",
""
],
[
"Sheikh",
"Talha Uddin",
""
],
[
"Stricker",
"Didier",
""
],
[
"Afzal",
"Muhammad Zeshan",
""
]
] | Zero-shot learning has been extensively investigated in the broader field of visual recognition, attracting significant interest recently. However, the current work on zero-shot learning in document image classification remains scarce. The existing studies either focus exclusively on zero-shot inference, or their evalu... |
2302.08761 | Moritz Neun | Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina
Wiedemann, Henry Martin, Martin Tomko, Lukas Amb\"uhl, Luca Hermes, Michael
Kopp | Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10
Cities | Accepted by IEEE Transactions on Intelligent Transportation Systems
(T-ITS), DOI: https://doi.org/10.1109/TITS.2023.3291737 | IEEE Transactions on Intelligent Transportation Systems (T-ITS),
2023 | 10.1109/TITS.2023.3291737 | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traffic analysis is crucial for urban operations and planning, while the
availability of dense urban traffic data beyond loop detectors is still scarce.
We present a large-scale floating vehicle dataset of per-street segment traffic
information, Metropolitan Segment Traffic Speeds from Massive Floating Car Data
in 10... | [
{
"created": "Fri, 17 Feb 2023 08:56:07 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Apr 2023 08:28:46 GMT",
"version": "v2"
},
{
"created": "Thu, 31 Aug 2023 16:21:10 GMT",
"version": "v3"
}
] | 2023-09-01 | [
[
"Neun",
"Moritz",
""
],
[
"Eichenberger",
"Christian",
""
],
[
"Xin",
"Yanan",
""
],
[
"Fu",
"Cheng",
""
],
[
"Wiedemann",
"Nina",
""
],
[
"Martin",
"Henry",
""
],
[
"Tomko",
"Martin",
""
],
[
"Ambü... | Traffic analysis is crucial for urban operations and planning, while the availability of dense urban traffic data beyond loop detectors is still scarce. We present a large-scale floating vehicle dataset of per-street segment traffic information, Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 C... |
1711.00745 | Miguel Calvo-Fullana | Miguel Calvo-Fullana, Carles Ant\'on-Haro, Javier Matamoros, Alejandro
Ribeiro | Stochastic Routing and Scheduling Policies for Energy Harvesting
Communication Networks | null | null | 10.1109/TSP.2018.2833814 | null | cs.IT math.IT math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the joint routing-scheduling problem in energy
harvesting communication networks. Our policies, which are based on stochastic
subgradient methods on the dual domain, act as an energy harvesting variant of
the stochastic family of backpresure algorithms. Specifically, we propose two
policies: (... | [
{
"created": "Thu, 2 Nov 2017 13:54:24 GMT",
"version": "v1"
}
] | 2018-07-04 | [
[
"Calvo-Fullana",
"Miguel",
""
],
[
"Antón-Haro",
"Carles",
""
],
[
"Matamoros",
"Javier",
""
],
[
"Ribeiro",
"Alejandro",
""
]
] | In this paper, we study the joint routing-scheduling problem in energy harvesting communication networks. Our policies, which are based on stochastic subgradient methods on the dual domain, act as an energy harvesting variant of the stochastic family of backpresure algorithms. Specifically, we propose two policies: (i)... |
1711.00267 | Wenbin Li | Wenbin Li, Jeannette Bohg, Mario Fritz | Acquiring Target Stacking Skills by Goal-Parameterized Deep
Reinforcement Learning | null | null | null | null | cs.RO cs.AI cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Understanding physical phenomena is a key component of human intelligence and
enables physical interaction with previously unseen environments. In this
paper, we study how an artificial agent can autonomously acquire this intuition
through interaction with the environment. We created a synthetic block stacking
enviro... | [
{
"created": "Wed, 1 Nov 2017 10:04:29 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Nov 2017 11:38:17 GMT",
"version": "v2"
}
] | 2017-11-23 | [
[
"Li",
"Wenbin",
""
],
[
"Bohg",
"Jeannette",
""
],
[
"Fritz",
"Mario",
""
]
] | Understanding physical phenomena is a key component of human intelligence and enables physical interaction with previously unseen environments. In this paper, we study how an artificial agent can autonomously acquire this intuition through interaction with the environment. We created a synthetic block stacking environm... |
2010.12280 | Zahra Motaqy | Z. Motaqy, G. Almashaqbeh, B. Bahrak and N.Yazdani | Bet and Attack: Incentive Compatible Collaborative Attacks Using Smart
Contracts | Final Version | null | 10.1007/978-3-030-90370-1_16 | null | cs.GT cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Smart contract-enabled blockchains allow building decentralized applications
in which mutually-distrusted parties can work together. Recently, oracle
services emerged to provide these applications with real-world data feeds.
Unfortunately, these capabilities have been used for malicious purposes under
what is called ... | [
{
"created": "Fri, 23 Oct 2020 10:21:53 GMT",
"version": "v1"
},
{
"created": "Sun, 11 Apr 2021 08:04:20 GMT",
"version": "v2"
},
{
"created": "Sun, 19 Sep 2021 00:34:32 GMT",
"version": "v3"
},
{
"created": "Thu, 23 Sep 2021 20:46:11 GMT",
"version": "v4"
}
] | 2021-12-24 | [
[
"Motaqy",
"Z.",
""
],
[
"Almashaqbeh",
"G.",
""
],
[
"Bahrak",
"B.",
""
],
[
"Yazdani",
"N.",
""
]
] | Smart contract-enabled blockchains allow building decentralized applications in which mutually-distrusted parties can work together. Recently, oracle services emerged to provide these applications with real-world data feeds. Unfortunately, these capabilities have been used for malicious purposes under what is called cr... |
1607.08098 | Carlos Leandro | Carlos Leandro and Helder Pita and Lu\'is Monteiro | The Actias system: supervised multi-strategy learning paradigm using
categorical logic | 9 pages, 6 figures, conference ICKEDS'04 | null | null | null | cs.DB cs.AI cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | One of the most difficult problems in the development of intelligent systems
is the construction of the underlying knowledge base. As a consequence, the
rate of progress in the development of this type of system is directly related
to the speed with which knowledge bases can be assembled, and on its quality.
We attem... | [
{
"created": "Fri, 6 May 2016 20:04:40 GMT",
"version": "v1"
}
] | 2016-07-28 | [
[
"Leandro",
"Carlos",
""
],
[
"Pita",
"Helder",
""
],
[
"Monteiro",
"Luís",
""
]
] | One of the most difficult problems in the development of intelligent systems is the construction of the underlying knowledge base. As a consequence, the rate of progress in the development of this type of system is directly related to the speed with which knowledge bases can be assembled, and on its quality. We attempt... |
1104.2756 | Tanzima Hashem | Tanzima Hashem, Lars Kulik, Rui Zhang | Privacy Preserving Moving KNN Queries | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a novel approach that protects trajectory privacy of users who
access location-based services through a moving k nearest neighbor (MkNN)
query. An MkNN query continuously returns the k nearest data objects for a
moving user (query point). Simply updating a user's imprecise location such as
a region instead... | [
{
"created": "Thu, 14 Apr 2011 13:28:08 GMT",
"version": "v1"
}
] | 2011-04-15 | [
[
"Hashem",
"Tanzima",
""
],
[
"Kulik",
"Lars",
""
],
[
"Zhang",
"Rui",
""
]
] | We present a novel approach that protects trajectory privacy of users who access location-based services through a moving k nearest neighbor (MkNN) query. An MkNN query continuously returns the k nearest data objects for a moving user (query point). Simply updating a user's imprecise location such as a region instead o... |
2401.06321 | Wonjune Kang | Wonjune Kang, Yun Wang, Shun Zhang, Arthur Hinsvark, Qing He | Multi-Task Learning for Front-End Text Processing in TTS | ICASSP 2024 | null | 10.1109/ICASSP48485.2024.10446241 | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We propose a multi-task learning (MTL) model for jointly performing three
tasks that are commonly solved in a text-to-speech (TTS) front-end: text
normalization (TN), part-of-speech (POS) tagging, and homograph disambiguation
(HD). Our framework utilizes a tree-like structure with a trunk that learns
shared represent... | [
{
"created": "Fri, 12 Jan 2024 02:13:21 GMT",
"version": "v1"
}
] | 2024-04-04 | [
[
"Kang",
"Wonjune",
""
],
[
"Wang",
"Yun",
""
],
[
"Zhang",
"Shun",
""
],
[
"Hinsvark",
"Arthur",
""
],
[
"He",
"Qing",
""
]
] | We propose a multi-task learning (MTL) model for jointly performing three tasks that are commonly solved in a text-to-speech (TTS) front-end: text normalization (TN), part-of-speech (POS) tagging, and homograph disambiguation (HD). Our framework utilizes a tree-like structure with a trunk that learns shared representat... |
2102.01187 | Peiye Zhuang | Peiye Zhuang, Oluwasanmi Koyejo, Alexander G. Schwing | Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space
Navigation | Accepted to ICLR 2021. 14 pages, 15 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Controllable semantic image editing enables a user to change entire image
attributes with a few clicks, e.g., gradually making a summer scene look like
it was taken in winter. Classic approaches for this task use a Generative
Adversarial Net (GAN) to learn a latent space and suitable latent-space
transformations. How... | [
{
"created": "Mon, 1 Feb 2021 21:38:36 GMT",
"version": "v1"
},
{
"created": "Wed, 3 Feb 2021 07:21:18 GMT",
"version": "v2"
},
{
"created": "Sun, 28 Mar 2021 20:04:36 GMT",
"version": "v3"
}
] | 2021-03-30 | [
[
"Zhuang",
"Peiye",
""
],
[
"Koyejo",
"Oluwasanmi",
""
],
[
"Schwing",
"Alexander G.",
""
]
] | Controllable semantic image editing enables a user to change entire image attributes with a few clicks, e.g., gradually making a summer scene look like it was taken in winter. Classic approaches for this task use a Generative Adversarial Net (GAN) to learn a latent space and suitable latent-space transformations. Howev... |
2103.04188 | Qinheping Hu | Qinheping Hu, John Cyphert, Loris D'Antoni, Thomas Reps | Synthesis with Asymptotic Resource Bounds | null | null | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a method for synthesizing recursive functions that satisfy both a
functional specification and an asymptotic resource bound. Prior methods for
synthesis with a resource metric require the user to specify a concrete
expression exactly describing resource usage, whereas our method uses big-O
notation to spec... | [
{
"created": "Sat, 6 Mar 2021 20:03:50 GMT",
"version": "v1"
},
{
"created": "Wed, 26 May 2021 05:16:44 GMT",
"version": "v2"
}
] | 2021-05-27 | [
[
"Hu",
"Qinheping",
""
],
[
"Cyphert",
"John",
""
],
[
"D'Antoni",
"Loris",
""
],
[
"Reps",
"Thomas",
""
]
] | We present a method for synthesizing recursive functions that satisfy both a functional specification and an asymptotic resource bound. Prior methods for synthesis with a resource metric require the user to specify a concrete expression exactly describing resource usage, whereas our method uses big-O notation to specif... |
1812.08868 | Tom Hanika | Tom Hanika and Maren Koyda and Gerd Stumme | Relevant Attributes in Formal Contexts | 14 pages, 5 figures | null | 10.1007/978-3-030-23182-8_8 | null | cs.AI cs.IT cs.LG math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computing conceptual structures, like formal concept lattices, is in the age
of massive data sets a challenging task. There are various approaches to deal
with this, e.g., random sampling, parallelization, or attribute extraction. A
so far not investigated method in the realm of formal concept analysis is
attribute s... | [
{
"created": "Thu, 20 Dec 2018 22:07:16 GMT",
"version": "v1"
}
] | 2020-02-28 | [
[
"Hanika",
"Tom",
""
],
[
"Koyda",
"Maren",
""
],
[
"Stumme",
"Gerd",
""
]
] | Computing conceptual structures, like formal concept lattices, is in the age of massive data sets a challenging task. There are various approaches to deal with this, e.g., random sampling, parallelization, or attribute extraction. A so far not investigated method in the realm of formal concept analysis is attribute sel... |
1805.02442 | Vered Shwartz | Vered Shwartz and Ido Dagan | Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations | Long paper at ACL 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Revealing the implicit semantic relation between the constituents of a
noun-compound is important for many NLP applications. It has been addressed in
the literature either as a classification task to a set of pre-defined
relations or by producing free text paraphrases explicating the relations. Most
existing paraphra... | [
{
"created": "Mon, 7 May 2018 11:14:07 GMT",
"version": "v1"
}
] | 2018-05-08 | [
[
"Shwartz",
"Vered",
""
],
[
"Dagan",
"Ido",
""
]
] | Revealing the implicit semantic relation between the constituents of a noun-compound is important for many NLP applications. It has been addressed in the literature either as a classification task to a set of pre-defined relations or by producing free text paraphrases explicating the relations. Most existing paraphrasi... |
2401.08461 | J\'er\^ome Botoko Ekila | J\'er\^ome Botoko Ekila, Jens Nevens, Lara Verheyen, Katrien Beuls,
Paul Van Eecke | Decentralised Emergence of Robust and Adaptive Linguistic Conventions in
Populations of Autonomous Agents Grounded in Continuous Worlds | null | null | null | null | cs.AI cs.CL cs.NE | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This paper introduces a methodology through which a population of autonomous
agents can establish a linguistic convention that enables them to refer to
arbitrary entities that they observe in their environment. The linguistic
convention emerges in a decentralised manner through local communicative
interactions betwee... | [
{
"created": "Tue, 16 Jan 2024 16:11:35 GMT",
"version": "v1"
}
] | 2024-01-17 | [
[
"Ekila",
"Jérôme Botoko",
""
],
[
"Nevens",
"Jens",
""
],
[
"Verheyen",
"Lara",
""
],
[
"Beuls",
"Katrien",
""
],
[
"Van Eecke",
"Paul",
""
]
] | This paper introduces a methodology through which a population of autonomous agents can establish a linguistic convention that enables them to refer to arbitrary entities that they observe in their environment. The linguistic convention emerges in a decentralised manner through local communicative interactions between ... |
2312.15901 | Zixian Guo | Zixian Guo, Yuxiang Wei, Ming Liu, Zhilong Ji, Jinfeng Bai, Yiwen Guo,
Wangmeng Zuo | Black-Box Tuning of Vision-Language Models with Effective Gradient
Approximation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Parameter-efficient fine-tuning (PEFT) methods have provided an effective way
for adapting large vision-language models to specific tasks or scenarios.
Typically, they learn a very small scale of parameters for pre-trained models
in a white-box formulation, which assumes model architectures to be known and
parameters... | [
{
"created": "Tue, 26 Dec 2023 06:31:28 GMT",
"version": "v1"
}
] | 2023-12-27 | [
[
"Guo",
"Zixian",
""
],
[
"Wei",
"Yuxiang",
""
],
[
"Liu",
"Ming",
""
],
[
"Ji",
"Zhilong",
""
],
[
"Bai",
"Jinfeng",
""
],
[
"Guo",
"Yiwen",
""
],
[
"Zuo",
"Wangmeng",
""
]
] | Parameter-efficient fine-tuning (PEFT) methods have provided an effective way for adapting large vision-language models to specific tasks or scenarios. Typically, they learn a very small scale of parameters for pre-trained models in a white-box formulation, which assumes model architectures to be known and parameters t... |
1511.08972 | Guanping Lu Dr. | Guanping Lu, Robert C. Qiu, Wenxian Yu | Uplink One-tone Filtered Multitone Modulation Transmission for Machine
Type Communications | This paper has been withdrawn by the author due to the paper has
something wrong | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To accommodate current machine type communications (MTC), an uplink waveform
is proposed where MTC nodes use one carrier to transmit signal, and central
nodes demodulate different nodes' signal jointly. Furthermore, the carrier
bandwidth is variable to fit for the channels of nodes. This waveform may
reduce the hardw... | [
{
"created": "Sun, 29 Nov 2015 06:10:18 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Dec 2015 07:09:33 GMT",
"version": "v2"
}
] | 2015-12-15 | [
[
"Lu",
"Guanping",
""
],
[
"Qiu",
"Robert C.",
""
],
[
"Yu",
"Wenxian",
""
]
] | To accommodate current machine type communications (MTC), an uplink waveform is proposed where MTC nodes use one carrier to transmit signal, and central nodes demodulate different nodes' signal jointly. Furthermore, the carrier bandwidth is variable to fit for the channels of nodes. This waveform may reduce the hardwar... |
1007.1100 | Jalaluddin Qureshi | Chuan Heng Foh, Jianfei Cai, and Jalaluddin Qureshi | Collision Codes: Decoding Superimposed BPSK Modulated Wireless
Transmissions | null | null | 10.1109/CCNC.2010.5421745 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The introduction of physical layer network coding gives rise to the concept
of turning a collision of transmissions on a wireless channel useful. In the
idea of physical layer network coding, two synchronized simultaneous packet
transmissions are carefully encoded such that the superimposed transmission can
be decode... | [
{
"created": "Wed, 7 Jul 2010 10:34:34 GMT",
"version": "v1"
}
] | 2010-07-08 | [
[
"Foh",
"Chuan Heng",
""
],
[
"Cai",
"Jianfei",
""
],
[
"Qureshi",
"Jalaluddin",
""
]
] | The introduction of physical layer network coding gives rise to the concept of turning a collision of transmissions on a wireless channel useful. In the idea of physical layer network coding, two synchronized simultaneous packet transmissions are carefully encoded such that the superimposed transmission can be decoded ... |
1502.04148 | James Voss | James Voss, Mikhail Belkin, and Luis Rademacher | A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA | 17 pages, 2 figures | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Independent Component Analysis (ICA) is a popular model for blind signal
separation. The ICA model assumes that a number of independent source signals
are linearly mixed to form the observed signals. We propose a new algorithm,
PEGI (for pseudo-Euclidean Gradient Iteration), for provable model recovery for
ICA with G... | [
{
"created": "Fri, 13 Feb 2015 23:18:35 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Oct 2015 16:05:56 GMT",
"version": "v2"
}
] | 2015-10-02 | [
[
"Voss",
"James",
""
],
[
"Belkin",
"Mikhail",
""
],
[
"Rademacher",
"Luis",
""
]
] | Independent Component Analysis (ICA) is a popular model for blind signal separation. The ICA model assumes that a number of independent source signals are linearly mixed to form the observed signals. We propose a new algorithm, PEGI (for pseudo-Euclidean Gradient Iteration), for provable model recovery for ICA with Gau... |
2008.08652 | Leonardo Alexandre Ferreira Leite | Leonardo Leite, Gustavo Pinto, Fabio Kon, Paulo Meirelles | The Organization of Software Teams in the Quest for Continuous Delivery:
A Grounded Theory Approach | Version accepted for publication in the Information and Software
Technology journal (Jun, 2021) / CC-BY-NC-ND license / affiliation of last
author changed | null | null | null | cs.SE | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Context: To accelerate time-to-market and improve customer satisfaction,
software-producing organizations have adopted continuous delivery practices,
impacting the relations between development and infrastructure professionals.
Yet, no substantial literature has substantially tackled how the software
industry structu... | [
{
"created": "Wed, 19 Aug 2020 20:00:24 GMT",
"version": "v1"
},
{
"created": "Sat, 19 Jun 2021 17:35:50 GMT",
"version": "v2"
},
{
"created": "Tue, 22 Jun 2021 16:54:55 GMT",
"version": "v3"
},
{
"created": "Wed, 23 Jun 2021 21:53:12 GMT",
"version": "v4"
}
] | 2021-06-25 | [
[
"Leite",
"Leonardo",
""
],
[
"Pinto",
"Gustavo",
""
],
[
"Kon",
"Fabio",
""
],
[
"Meirelles",
"Paulo",
""
]
] | Context: To accelerate time-to-market and improve customer satisfaction, software-producing organizations have adopted continuous delivery practices, impacting the relations between development and infrastructure professionals. Yet, no substantial literature has substantially tackled how the software industry structure... |
2102.04148 | Birgitta Dresp-Langley | Rongrong Liu, Florent Nageotte, Philippe Zanne, Michel de Mathelin and
Birgitta Dresp-Langley | Deep Reinforcement Learning for the Control of Robotic Manipulation: A
Focussed Mini-Review | null | Robotics, 2021, 10, 1, 22 | 10.3390/robotics10010022 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep learning has provided new ways of manipulating, processing and analyzing
data. It sometimes may achieve results comparable to, or surpassing human
expert performance, and has become a source of inspiration in the era of
artificial intelligence. Another subfield of machine learning named
reinforcement learning, t... | [
{
"created": "Mon, 8 Feb 2021 11:57:06 GMT",
"version": "v1"
}
] | 2021-02-09 | [
[
"Liu",
"Rongrong",
""
],
[
"Nageotte",
"Florent",
""
],
[
"Zanne",
"Philippe",
""
],
[
"de Mathelin",
"Michel",
""
],
[
"Dresp-Langley",
"Birgitta",
""
]
] | Deep learning has provided new ways of manipulating, processing and analyzing data. It sometimes may achieve results comparable to, or surpassing human expert performance, and has become a source of inspiration in the era of artificial intelligence. Another subfield of machine learning named reinforcement learning, tri... |
2207.11357 | Molly Jane Nicholas | Molly Jane Nicholas, Eric Paulos | PREPRINT: Found Object Puppeteering as a Tool for Rapid Movement
Sketching in 3D Animation | null | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Both expert and novice animators have a need to engage in movement sketching
-- low-cost, rapid iteration on a character's movement style -- especially
early on in the ideation process. Yet animation tools currently focus on
low-level character control mechanisms rather than encouraging engagement with
and deep obser... | [
{
"created": "Fri, 22 Jul 2022 22:22:16 GMT",
"version": "v1"
}
] | 2022-07-26 | [
[
"Nicholas",
"Molly Jane",
""
],
[
"Paulos",
"Eric",
""
]
] | Both expert and novice animators have a need to engage in movement sketching -- low-cost, rapid iteration on a character's movement style -- especially early on in the ideation process. Yet animation tools currently focus on low-level character control mechanisms rather than encouraging engagement with and deep observa... |
1601.00428 | Charith Perera | Charith Perera, Dumidu Talagala, Chi Harold Liu, Julio C. Estrella | Energy Efficient Location and Activity-aware On-Demand Mobile
Distributed Sensing Platform for Sensing as a Service in IoT Clouds | IEEE Transactions on Computational Social Systems 2016 | null | 10.1109/TCSS.2016.2515844 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Internet of Things (IoT) envisions billions of sensors deployed around us
and connected to the Internet, where the mobile crowd sensing technologies are
widely used to collect data in different contexts of the IoT paradigm. Due to
the popularity of Big Data technologies, processing and storing large volumes
of da... | [
{
"created": "Mon, 4 Jan 2016 09:45:42 GMT",
"version": "v1"
}
] | 2016-11-18 | [
[
"Perera",
"Charith",
""
],
[
"Talagala",
"Dumidu",
""
],
[
"Liu",
"Chi Harold",
""
],
[
"Estrella",
"Julio C.",
""
]
] | The Internet of Things (IoT) envisions billions of sensors deployed around us and connected to the Internet, where the mobile crowd sensing technologies are widely used to collect data in different contexts of the IoT paradigm. Due to the popularity of Big Data technologies, processing and storing large volumes of data... |
2307.08652 | Aalok Gangopadhyay | Aalok Gangopadhyay, Paras Gupta, Tarun Sharma, Prajwal Singh,
Shanmuganathan Raman | Search Me Knot, Render Me Knot: Embedding Search and Differentiable
Rendering of Knots in 3D | null | null | null | null | cs.GR | http://creativecommons.org/licenses/by/4.0/ | We introduce the problem of knot-based inverse perceptual art. Given multiple
target images and their corresponding viewing configurations, the objective is
to find a 3D knot-based tubular structure whose appearance resembles the target
images when viewed from the specified viewing configurations. To solve this
probl... | [
{
"created": "Mon, 17 Jul 2023 17:03:26 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Jul 2023 03:16:22 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Jul 2023 12:19:33 GMT",
"version": "v3"
},
{
"created": "Sat, 19 Aug 2023 07:31:26 GMT",
"version": "v4"
}
] | 2023-08-22 | [
[
"Gangopadhyay",
"Aalok",
""
],
[
"Gupta",
"Paras",
""
],
[
"Sharma",
"Tarun",
""
],
[
"Singh",
"Prajwal",
""
],
[
"Raman",
"Shanmuganathan",
""
]
] | We introduce the problem of knot-based inverse perceptual art. Given multiple target images and their corresponding viewing configurations, the objective is to find a 3D knot-based tubular structure whose appearance resembles the target images when viewed from the specified viewing configurations. To solve this problem... |
2206.02367 | Chuanzhe Jing | Chuanzhe Jing, Tho Nguyen Duc, Phan Xuan Tan, Eiji Kamioka | Subtitle-based Viewport Prediction for 360-degree Virtual Tourism Video | null | null | null | null | cs.MM | http://creativecommons.org/licenses/by/4.0/ | 360-degree streaming videos can provide a rich immersive experiences to the
users. However, it requires an extremely high bandwidth network. One of the
common solutions for saving bandwidth consumption is to stream only a portion
of video covered by the user's viewport. To do that, the user's viewpoint
prediction is ... | [
{
"created": "Mon, 6 Jun 2022 05:48:25 GMT",
"version": "v1"
}
] | 2022-06-07 | [
[
"Jing",
"Chuanzhe",
""
],
[
"Duc",
"Tho Nguyen",
""
],
[
"Tan",
"Phan Xuan",
""
],
[
"Kamioka",
"Eiji",
""
]
] | 360-degree streaming videos can provide a rich immersive experiences to the users. However, it requires an extremely high bandwidth network. One of the common solutions for saving bandwidth consumption is to stream only a portion of video covered by the user's viewport. To do that, the user's viewpoint prediction is in... |
1401.6497 | Qibin Zhao Dr | Qibin Zhao, Liqing Zhang, and Andrzej Cichocki | Bayesian CP Factorization of Incomplete Tensors with Automatic Rank
Determination | null | null | 10.1109/TPAMI.2015.2392756 | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | CANDECOMP/PARAFAC (CP) tensor factorization of incomplete data is a powerful
technique for tensor completion through explicitly capturing the multilinear
latent factors. The existing CP algorithms require the tensor rank to be
manually specified, however, the determination of tensor rank remains a
challenging problem... | [
{
"created": "Sat, 25 Jan 2014 05:08:33 GMT",
"version": "v1"
},
{
"created": "Thu, 9 Oct 2014 09:48:37 GMT",
"version": "v2"
}
] | 2015-01-22 | [
[
"Zhao",
"Qibin",
""
],
[
"Zhang",
"Liqing",
""
],
[
"Cichocki",
"Andrzej",
""
]
] | CANDECOMP/PARAFAC (CP) tensor factorization of incomplete data is a powerful technique for tensor completion through explicitly capturing the multilinear latent factors. The existing CP algorithms require the tensor rank to be manually specified, however, the determination of tensor rank remains a challenging problem e... |
2204.02162 | Diego Antognini | Diego Antognini and Boi Faltings | Positive and Negative Critiquing for VAE-based Recommenders | 5 pages, 2 figures, 2 tables | null | null | null | cs.IR cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Providing explanations for recommended items allows users to refine the
recommendations by critiquing parts of the explanations. As a result of
revisiting critiquing from the perspective of multimodal generative models,
recent work has proposed M&Ms-VAE, which achieves state-of-the-art performance
in terms of recomme... | [
{
"created": "Tue, 5 Apr 2022 12:40:53 GMT",
"version": "v1"
}
] | 2022-04-06 | [
[
"Antognini",
"Diego",
""
],
[
"Faltings",
"Boi",
""
]
] | Providing explanations for recommended items allows users to refine the recommendations by critiquing parts of the explanations. As a result of revisiting critiquing from the perspective of multimodal generative models, recent work has proposed M&Ms-VAE, which achieves state-of-the-art performance in terms of recommend... |
2306.16205 | David Radke | David Radke, Kate Larson, Tim Brecht and Kyle Tilbury | Towards a Better Understanding of Learning with Multiagent Teams | 15 pages, 11 figures, published at the International Joint Conference
on Artificial Intelligence (IJCAI) in 2023 | null | null | null | cs.AI | http://creativecommons.org/publicdomain/zero/1.0/ | While it has long been recognized that a team of individual learning agents
can be greater than the sum of its parts, recent work has shown that larger
teams are not necessarily more effective than smaller ones. In this paper, we
study why and under which conditions certain team structures promote effective
learning ... | [
{
"created": "Wed, 28 Jun 2023 13:37:48 GMT",
"version": "v1"
}
] | 2023-06-29 | [
[
"Radke",
"David",
""
],
[
"Larson",
"Kate",
""
],
[
"Brecht",
"Tim",
""
],
[
"Tilbury",
"Kyle",
""
]
] | While it has long been recognized that a team of individual learning agents can be greater than the sum of its parts, recent work has shown that larger teams are not necessarily more effective than smaller ones. In this paper, we study why and under which conditions certain team structures promote effective learning fo... |
1008.0147 | Jaeok Park | Jaeok Park and Mihaela van der Schaar | Intervention Mechanism Design for Networks With Selfish Users | 20 pages, 1 table | null | null | null | cs.GT cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a multi-user network where a network manager and selfish users
interact. The network manager monitors the behavior of users and intervenes in
the interaction among users if necessary, while users make decisions
independently to optimize their individual objectives. In this paper, we
develop a framework of... | [
{
"created": "Sun, 1 Aug 2010 04:33:27 GMT",
"version": "v1"
}
] | 2010-08-03 | [
[
"Park",
"Jaeok",
""
],
[
"van der Schaar",
"Mihaela",
""
]
] | We consider a multi-user network where a network manager and selfish users interact. The network manager monitors the behavior of users and intervenes in the interaction among users if necessary, while users make decisions independently to optimize their individual objectives. In this paper, we develop a framework of i... |
2210.06654 | Yash Vekaria | Yash Vekaria (1), Rishab Nithyanand (2), Zubair Shafiq (1) ((1)
University of California, Davis, (2) University of Iowa) | The Inventory is Dark and Full of Misinformation: Understanding the
Abuse of Ad Inventory Pooling in the Ad-Tech Supply Chain | To appear at IEEE Symposium on Security & Privacy (Oakland) 2024 | null | null | null | cs.CR cs.CY cs.NI cs.SI | http://creativecommons.org/licenses/by/4.0/ | Ad-tech enables publishers to programmatically sell their ad inventory to
millions of demand partners through a complex supply chain. Bogus or low
quality publishers can exploit the opaque nature of the ad-tech to deceptively
monetize their ad inventory. In this paper, we investigate for the first time
how misinforma... | [
{
"created": "Thu, 13 Oct 2022 01:24:19 GMT",
"version": "v1"
},
{
"created": "Thu, 18 May 2023 15:43:57 GMT",
"version": "v2"
},
{
"created": "Sat, 14 Oct 2023 05:53:02 GMT",
"version": "v3"
}
] | 2023-10-17 | [
[
"Vekaria",
"Yash",
""
],
[
"Nithyanand",
"Rishab",
""
],
[
"Shafiq",
"Zubair",
""
]
] | Ad-tech enables publishers to programmatically sell their ad inventory to millions of demand partners through a complex supply chain. Bogus or low quality publishers can exploit the opaque nature of the ad-tech to deceptively monetize their ad inventory. In this paper, we investigate for the first time how misinformati... |
2002.08429 | Yue Yang | Yue Yang | An improved FastEuler-DLKF small-UAV AHRS algorithm | in Chinese | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The accurate Attitude Heading Reference System(AHRS) is an important apart of
the UAV reliable flight system. Aiming at the application scenarios of near
ground navigation of small-UAV, this paper establishes a loose couple error
model of the gyroscope/accelerometer/magnetometer, and presents an improved
FastEuler Do... | [
{
"created": "Tue, 18 Feb 2020 05:37:52 GMT",
"version": "v1"
}
] | 2020-02-21 | [
[
"Yang",
"Yue",
""
]
] | The accurate Attitude Heading Reference System(AHRS) is an important apart of the UAV reliable flight system. Aiming at the application scenarios of near ground navigation of small-UAV, this paper establishes a loose couple error model of the gyroscope/accelerometer/magnetometer, and presents an improved FastEuler Doub... |
2101.04794 | Yue You | Yue You, Yubo Kou, Xianghua Ding, Xinning Gui | The Medical Authority of AI: A Study of AI-enabled Consumer-facing
Health Technology | null | null | 10.13140/RG.2.2.33097.98403 | null | cs.HC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recently, consumer-facing health technologies such as Artificial Intelligence
(AI)-based symptom checkers (AISCs) have sprung up in everyday healthcare
practice. AISCs solicit symptom information from users and provide medical
suggestions and possible diagnoses, a responsibility that people usually
entrust with real-... | [
{
"created": "Tue, 12 Jan 2021 23:02:40 GMT",
"version": "v1"
}
] | 2021-01-14 | [
[
"You",
"Yue",
""
],
[
"Kou",
"Yubo",
""
],
[
"Ding",
"Xianghua",
""
],
[
"Gui",
"Xinning",
""
]
] | Recently, consumer-facing health technologies such as Artificial Intelligence (AI)-based symptom checkers (AISCs) have sprung up in everyday healthcare practice. AISCs solicit symptom information from users and provide medical suggestions and possible diagnoses, a responsibility that people usually entrust with real-pe... |
2006.15854 | Taiwo Kolajo | Taiwo Kolajo, Olawande Daramola, Ayodele Adebiyi, Seth Aaditeshwar | A Framework for Pre-processing of Social Media Feeds based on Integrated
Local Knowledge Base | 38 pages, 5 figures, 6 tables | null | 10.1016/j.ipm.2020.102348 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most of the previous studies on the semantic analysis of social media feeds
have not considered the issue of ambiguity that is associated with slangs,
abbreviations, and acronyms that are embedded in social media posts. These
noisy terms have implicit meanings and form part of the rich semantic context
that must be a... | [
{
"created": "Mon, 29 Jun 2020 07:56:22 GMT",
"version": "v1"
}
] | 2020-07-08 | [
[
"Kolajo",
"Taiwo",
""
],
[
"Daramola",
"Olawande",
""
],
[
"Adebiyi",
"Ayodele",
""
],
[
"Aaditeshwar",
"Seth",
""
]
] | Most of the previous studies on the semantic analysis of social media feeds have not considered the issue of ambiguity that is associated with slangs, abbreviations, and acronyms that are embedded in social media posts. These noisy terms have implicit meanings and form part of the rich semantic context that must be ana... |
2110.09152 | Tanya Braun | Tanya Braun, Stefan Fischer, Florian Lau, Ralf M\"oller | Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress | Accepted at the Tenth International Workshop on Statistical
Relational AI (StarAI-2021) | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | DNA-based nanonetworks have a wide range of promising use cases, especially
in the field of medicine. With a large set of agents, a partially observable
stochastic environment, and noisy observations, such nanoscale systems can be
modelled as a decentralised, partially observable, Markov decision process
(DecPOMDP). ... | [
{
"created": "Mon, 18 Oct 2021 10:14:00 GMT",
"version": "v1"
}
] | 2021-10-19 | [
[
"Braun",
"Tanya",
""
],
[
"Fischer",
"Stefan",
""
],
[
"Lau",
"Florian",
""
],
[
"Möller",
"Ralf",
""
]
] | DNA-based nanonetworks have a wide range of promising use cases, especially in the field of medicine. With a large set of agents, a partially observable stochastic environment, and noisy observations, such nanoscale systems can be modelled as a decentralised, partially observable, Markov decision process (DecPOMDP). As... |
2307.09756 | Weijia Wu | Yuzhong Zhao, Qixiang Ye, Weijia Wu, Chunhua Shen, Fang Wan | Generative Prompt Model for Weakly Supervised Object Localization | null | International Conference on Computer Vision Conference (ICCV2023) | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Weakly supervised object localization (WSOL) remains challenging when
learning object localization models from image category labels. Conventional
methods that discriminatively train activation models ignore representative yet
less discriminative object parts. In this study, we propose a generative prompt
model (GenP... | [
{
"created": "Wed, 19 Jul 2023 05:40:38 GMT",
"version": "v1"
}
] | 2023-07-20 | [
[
"Zhao",
"Yuzhong",
""
],
[
"Ye",
"Qixiang",
""
],
[
"Wu",
"Weijia",
""
],
[
"Shen",
"Chunhua",
""
],
[
"Wan",
"Fang",
""
]
] | Weakly supervised object localization (WSOL) remains challenging when learning object localization models from image category labels. Conventional methods that discriminatively train activation models ignore representative yet less discriminative object parts. In this study, we propose a generative prompt model (GenPro... |
1202.2895 | Dmitry Ignatov | Jonas Poelmans, Paul Elzinga, Alexey Neznanov, Stijn Viaene, Sergei O.
Kuznetsov, Dmitry Ignatov, Guido Dedene | Concept Relation Discovery and Innovation Enabling Technology (CORDIET) | null | In CEUR Workshop proceedings Vol-757, CDUD'11 - Concept Discovery
in Unstructured Data, pp. 53-62, 2011 | null | null | cs.AI cs.IR stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Concept Relation Discovery and Innovation Enabling Technology (CORDIET), is a
toolbox for gaining new knowledge from unstructured text data. At the core of
CORDIET is the C-K theory which captures the essential elements of innovation.
The tool uses Formal Concept Analysis (FCA), Emergent Self Organizing Maps
(ESOM) a... | [
{
"created": "Mon, 13 Feb 2012 23:19:51 GMT",
"version": "v1"
}
] | 2013-12-03 | [
[
"Poelmans",
"Jonas",
""
],
[
"Elzinga",
"Paul",
""
],
[
"Neznanov",
"Alexey",
""
],
[
"Viaene",
"Stijn",
""
],
[
"Kuznetsov",
"Sergei O.",
""
],
[
"Ignatov",
"Dmitry",
""
],
[
"Dedene",
"Guido",
""
]
] | Concept Relation Discovery and Innovation Enabling Technology (CORDIET), is a toolbox for gaining new knowledge from unstructured text data. At the core of CORDIET is the C-K theory which captures the essential elements of innovation. The tool uses Formal Concept Analysis (FCA), Emergent Self Organizing Maps (ESOM) and... |
2302.14284 | Zhengzhuo Xu | Zhengzhuo Xu, Shuo Yang, Xingjun Wang, Chun Yuan | Rethink Long-tailed Recognition with Vision Transformers | Accepted by ICASSP 2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In the real world, data tends to follow long-tailed distributions w.r.t.
class or attribution, motivating the challenging Long-Tailed Recognition (LTR)
problem. In this paper, we revisit recent LTR methods with promising Vision
Transformers (ViT). We figure out that 1) ViT is hard to train with long-tailed
data. 2) V... | [
{
"created": "Tue, 28 Feb 2023 03:36:48 GMT",
"version": "v1"
},
{
"created": "Mon, 17 Apr 2023 08:35:02 GMT",
"version": "v2"
}
] | 2023-04-18 | [
[
"Xu",
"Zhengzhuo",
""
],
[
"Yang",
"Shuo",
""
],
[
"Wang",
"Xingjun",
""
],
[
"Yuan",
"Chun",
""
]
] | In the real world, data tends to follow long-tailed distributions w.r.t. class or attribution, motivating the challenging Long-Tailed Recognition (LTR) problem. In this paper, we revisit recent LTR methods with promising Vision Transformers (ViT). We figure out that 1) ViT is hard to train with long-tailed data. 2) ViT... |
1202.2026 | Akira SaiToh | Akira SaiToh, Robabeh Rahimi, Mikio Nakahara | A quantum genetic algorithm with quantum crossover and mutation
operations | 21 pages, 1 table, v2: typos corrected, minor modifications in
sections 3.5 and 4, v3: minor revision, title changed (original title:
Semiclassical genetic algorithm with quantum crossover and mutation
operations), v4: minor revision, v5: minor grammatical corrections, to appear
in QIP | Quantum Inf. Process. 13, 737-755 (2014) | 10.1007/s11128-013-0686-6 | null | cs.NE quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the context of evolutionary quantum computing in the literal meaning, a
quantum crossover operation has not been introduced so far. Here, we introduce
a novel quantum genetic algorithm which has a quantum crossover procedure
performing crossovers among all chromosomes in parallel for each generation. A
complexity ... | [
{
"created": "Thu, 9 Feb 2012 16:04:52 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Feb 2012 07:19:53 GMT",
"version": "v2"
},
{
"created": "Mon, 19 Nov 2012 19:12:14 GMT",
"version": "v3"
},
{
"created": "Fri, 8 Nov 2013 04:48:49 GMT",
"version": "v4"
},
{
"cre... | 2014-02-05 | [
[
"SaiToh",
"Akira",
""
],
[
"Rahimi",
"Robabeh",
""
],
[
"Nakahara",
"Mikio",
""
]
] | In the context of evolutionary quantum computing in the literal meaning, a quantum crossover operation has not been introduced so far. Here, we introduce a novel quantum genetic algorithm which has a quantum crossover procedure performing crossovers among all chromosomes in parallel for each generation. A complexity an... |
2305.03966 | Yang Li | Shipeng Ji, Yang Li, Ruizhi Fu, Jiabao Wang, Zhuang Miao | Feature Chirality in Deep Learning Models | 6 pages,6 figures | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | As deep learning applications extensively increase by leaps and bounds, their
interpretability has become increasingly prominent. As a universal property,
chirality exists widely in nature, and applying it to the explanatory research
of deep learning may be helpful to some extent. Inspired by a recent study that
used... | [
{
"created": "Sat, 6 May 2023 07:57:38 GMT",
"version": "v1"
}
] | 2023-05-09 | [
[
"Ji",
"Shipeng",
""
],
[
"Li",
"Yang",
""
],
[
"Fu",
"Ruizhi",
""
],
[
"Wang",
"Jiabao",
""
],
[
"Miao",
"Zhuang",
""
]
] | As deep learning applications extensively increase by leaps and bounds, their interpretability has become increasingly prominent. As a universal property, chirality exists widely in nature, and applying it to the explanatory research of deep learning may be helpful to some extent. Inspired by a recent study that used C... |
2404.11841 | Jiatu Li | Lijie Chen, Jiatu Li, Igor C. Oliveira | On the Unprovability of Circuit Size Bounds in Intuitionistic
$\mathsf{S}^1_2$ | null | null | null | null | cs.LO cs.CC | http://creativecommons.org/licenses/by/4.0/ | We show that there is a constant $k$ such that Buss's intuitionistic theory
$\mathsf{IS}^1_2$ does not prove that SAT requires co-nondeterministic circuits
of size at least $n^k$. To our knowledge, this is the first unconditional
unprovability result in bounded arithmetic in the context of worst-case
fixed-polynomial... | [
{
"created": "Thu, 18 Apr 2024 01:45:22 GMT",
"version": "v1"
}
] | 2024-04-19 | [
[
"Chen",
"Lijie",
""
],
[
"Li",
"Jiatu",
""
],
[
"Oliveira",
"Igor C.",
""
]
] | We show that there is a constant $k$ such that Buss's intuitionistic theory $\mathsf{IS}^1_2$ does not prove that SAT requires co-nondeterministic circuits of size at least $n^k$. To our knowledge, this is the first unconditional unprovability result in bounded arithmetic in the context of worst-case fixed-polynomial s... |
2402.09508 | Liwei Lin | Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang | Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation
and Editing via Content-based Controls | null | null | null | null | cs.SD cs.AI eess.AS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Controllable music generation plays a vital role in human-AI music
co-creation. While Large Language Models (LLMs) have shown promise in
generating high-quality music, their focus on autoregressive generation limits
their utility in music editing tasks. To address this gap, we propose a novel
approach leveraging a pa... | [
{
"created": "Wed, 14 Feb 2024 19:00:01 GMT",
"version": "v1"
},
{
"created": "Mon, 10 Jun 2024 14:08:17 GMT",
"version": "v2"
}
] | 2024-06-11 | [
[
"Lin",
"Liwei",
""
],
[
"Xia",
"Gus",
""
],
[
"Zhang",
"Yixiao",
""
],
[
"Jiang",
"Junyan",
""
]
] | Controllable music generation plays a vital role in human-AI music co-creation. While Large Language Models (LLMs) have shown promise in generating high-quality music, their focus on autoregressive generation limits their utility in music editing tasks. To address this gap, we propose a novel approach leveraging a para... |
2205.03859 | Vedant Singh | Vedant Singh, Surgan Jandial, Ayush Chopra, Siddharth Ramesh, Balaji
Krishnamurthy, Vineeth N. Balasubramanian | On Conditioning the Input Noise for Controlled Image Generation with
Diffusion Models | Accepted at the workshop on AI for Content Creation at CVPR 2022 | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | Conditional image generation has paved the way for several breakthroughs in
image editing, generating stock photos and 3-D object generation. This
continues to be a significant area of interest with the rise of new
state-of-the-art methods that are based on diffusion models. However, diffusion
models provide very lit... | [
{
"created": "Sun, 8 May 2022 13:18:14 GMT",
"version": "v1"
}
] | 2022-05-10 | [
[
"Singh",
"Vedant",
""
],
[
"Jandial",
"Surgan",
""
],
[
"Chopra",
"Ayush",
""
],
[
"Ramesh",
"Siddharth",
""
],
[
"Krishnamurthy",
"Balaji",
""
],
[
"Balasubramanian",
"Vineeth N.",
""
]
] | Conditional image generation has paved the way for several breakthroughs in image editing, generating stock photos and 3-D object generation. This continues to be a significant area of interest with the rise of new state-of-the-art methods that are based on diffusion models. However, diffusion models provide very littl... |
1810.03793 | Jiawei Li | Jiawei Li and etc | Collective Strategies with a Master-slave Mechanism Dominate in Spatial
Iterated Prisoner's Dilemma | 11 pages, 31 figures | International Journal of Swarm Intelligence Research 2021 | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | How cooperation emerges and persists in a population of selfish agents is a
fundamental question in evolutionary game theory. Our research shows that
Collective Strategies with Master-Slave Mechanism (CSMSM) defeat Tit-for-Tat
and other well-known strategies in spatial iterated prisoner's dilemma. A CSMSM
identifies ... | [
{
"created": "Tue, 9 Oct 2018 03:28:51 GMT",
"version": "v1"
},
{
"created": "Mon, 1 Nov 2021 14:19:14 GMT",
"version": "v2"
}
] | 2021-11-02 | [
[
"Li",
"Jiawei",
""
],
[
"etc",
"",
""
]
] | How cooperation emerges and persists in a population of selfish agents is a fundamental question in evolutionary game theory. Our research shows that Collective Strategies with Master-Slave Mechanism (CSMSM) defeat Tit-for-Tat and other well-known strategies in spatial iterated prisoner's dilemma. A CSMSM identifies ki... |
1603.00570 | Ohad Shamir | Ohad Shamir | Without-Replacement Sampling for Stochastic Gradient Methods:
Convergence Results and Application to Distributed Optimization | Fixed a few minor typos, and slightly tightened Corollary 1 | null | null | null | cs.LG math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stochastic gradient methods for machine learning and optimization problems
are usually analyzed assuming data points are sampled \emph{with} replacement.
In practice, however, sampling \emph{without} replacement is very common,
easier to implement in many cases, and often performs better. In this paper, we
provide co... | [
{
"created": "Wed, 2 Mar 2016 04:02:57 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Apr 2016 00:29:34 GMT",
"version": "v2"
},
{
"created": "Mon, 17 Oct 2016 03:58:41 GMT",
"version": "v3"
}
] | 2016-10-18 | [
[
"Shamir",
"Ohad",
""
]
] | Stochastic gradient methods for machine learning and optimization problems are usually analyzed assuming data points are sampled \emph{with} replacement. In practice, however, sampling \emph{without} replacement is very common, easier to implement in many cases, and often performs better. In this paper, we provide comp... |
2309.06263 | Yohan Beugin | Alban H\'eon, Ryan Sheatsley, Quinn Burke, Blaine Hoak, Eric Pauley,
Yohan Beugin, Patrick McDaniel | Systematic Evaluation of Geolocation Privacy Mechanisms | M.S. Thesis (https://etda.libraries.psu.edu/catalog/25677abh5960) | null | null | null | cs.CR | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Location data privacy has become a serious concern for users as Location
Based Services (LBSs) have become an important part of their life. It is
possible for malicious parties having access to geolocation data to learn
sensitive information about the user such as religion or political views.
Location Privacy Preserv... | [
{
"created": "Tue, 12 Sep 2023 14:23:19 GMT",
"version": "v1"
}
] | 2023-09-13 | [
[
"Héon",
"Alban",
""
],
[
"Sheatsley",
"Ryan",
""
],
[
"Burke",
"Quinn",
""
],
[
"Hoak",
"Blaine",
""
],
[
"Pauley",
"Eric",
""
],
[
"Beugin",
"Yohan",
""
],
[
"McDaniel",
"Patrick",
""
]
] | Location data privacy has become a serious concern for users as Location Based Services (LBSs) have become an important part of their life. It is possible for malicious parties having access to geolocation data to learn sensitive information about the user such as religion or political views. Location Privacy Preservin... |
1906.07437 | Qi Lei | Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis | Inverting Deep Generative models, One layer at a time | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the problem of inverting a deep generative model with ReLU
activations. Inversion corresponds to finding a latent code vector that
explains observed measurements as much as possible. In most prior works this is
performed by attempting to solve a non-convex optimization problem involving
the generator. In thi... | [
{
"created": "Tue, 18 Jun 2019 08:20:34 GMT",
"version": "v1"
},
{
"created": "Wed, 19 Jun 2019 06:19:19 GMT",
"version": "v2"
}
] | 2019-06-20 | [
[
"Lei",
"Qi",
""
],
[
"Jalal",
"Ajil",
""
],
[
"Dhillon",
"Inderjit S.",
""
],
[
"Dimakis",
"Alexandros G.",
""
]
] | We study the problem of inverting a deep generative model with ReLU activations. Inversion corresponds to finding a latent code vector that explains observed measurements as much as possible. In most prior works this is performed by attempting to solve a non-convex optimization problem involving the generator. In this ... |
1512.03221 | He Chen | Yifan Gu, He Chen, Yonghui Li, Branka Vucetic | A Discrete Time-Switching Protocol for Wireless-Powered Communications
with Energy Accumulation | Presented at Globecom'15 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates a wireless-powered communication network (WPCN) setup
with one multi-antenna access point (AP) and one single-antenna source. It is
assumed that the AP is connected to an external power supply, while the source
does not have an embedded energy supply. But the source could harvest energy
from r... | [
{
"created": "Thu, 10 Dec 2015 11:39:20 GMT",
"version": "v1"
}
] | 2015-12-11 | [
[
"Gu",
"Yifan",
""
],
[
"Chen",
"He",
""
],
[
"Li",
"Yonghui",
""
],
[
"Vucetic",
"Branka",
""
]
] | This paper investigates a wireless-powered communication network (WPCN) setup with one multi-antenna access point (AP) and one single-antenna source. It is assumed that the AP is connected to an external power supply, while the source does not have an embedded energy supply. But the source could harvest energy from rad... |
1009.2785 | Grenville Croll | Salvatore Aurigemma, Raymond R. Panko | The Detection of Human Spreadsheet Errors by Humans versus Inspection
(Auditing) Software | 14 Pages, 4 Figures | Proc. European Spreadsheet Risks Int. Grp. (EuSpRIG) 2010 73-85
ISBN 978-1-905404-50-6 | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Previous spreadsheet inspection experiments have had human subjects look for
seeded errors in spreadsheets. In this study, subjects attempted to find errors
in human-developed spreadsheets to avoid the potential artifacts created by
error seeding. Human subject success rates were compared to the successful
rates for ... | [
{
"created": "Tue, 14 Sep 2010 20:54:42 GMT",
"version": "v1"
}
] | 2010-09-16 | [
[
"Aurigemma",
"Salvatore",
""
],
[
"Panko",
"Raymond R.",
""
]
] | Previous spreadsheet inspection experiments have had human subjects look for seeded errors in spreadsheets. In this study, subjects attempted to find errors in human-developed spreadsheets to avoid the potential artifacts created by error seeding. Human subject success rates were compared to the successful rates for er... |
2004.00365 | Sami Muhaidat | Lina Mohjazi, Ahmed Zoha, Lina Bariah, Sami Muhaidat, Paschalis C.
Sofotasios, Muhammad Ali Imran, and Octavia A. Dobre | An Outlook on the Interplay of Machine Learning and Reconfigurable
Intelligent Surfaces: An Overview of Opportunities and Limitations | null | null | null | null | cs.NI cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advances in programmable metasurfaces, also dubbed as reconfigurable
intelligent surfaces (RISs), are envisioned to offer a paradigm shift from
uncontrollable to fully tunable and customizable wireless propagation
environments, enabling a plethora of new applications and technological trends.
Therefore, in vie... | [
{
"created": "Mon, 9 Mar 2020 21:03:28 GMT",
"version": "v1"
},
{
"created": "Fri, 10 Sep 2021 18:06:21 GMT",
"version": "v2"
}
] | 2021-09-14 | [
[
"Mohjazi",
"Lina",
""
],
[
"Zoha",
"Ahmed",
""
],
[
"Bariah",
"Lina",
""
],
[
"Muhaidat",
"Sami",
""
],
[
"Sofotasios",
"Paschalis C.",
""
],
[
"Imran",
"Muhammad Ali",
""
],
[
"Dobre",
"Octavia A.",
""
]... | Recent advances in programmable metasurfaces, also dubbed as reconfigurable intelligent surfaces (RISs), are envisioned to offer a paradigm shift from uncontrollable to fully tunable and customizable wireless propagation environments, enabling a plethora of new applications and technological trends. Therefore, in view ... |
2011.07348 | Jonah Casebeer | Jonah Casebeer, Jamshed Kaikaus, Paris Smaragdis | Communication-Cost Aware Microphone Selection For Neural Speech
Enhancement with Ad-hoc Microphone Arrays | 5 pages, 4 figures, ICASSP 2021 | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we present a method for jointly-learning a microphone
selection mechanism and a speech enhancement network for multi-channel speech
enhancement with an ad-hoc microphone array. The attention-based microphone
selection mechanism is trained to reduce communication-costs through a penalty
term which repre... | [
{
"created": "Sat, 14 Nov 2020 17:46:29 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Feb 2021 18:20:01 GMT",
"version": "v2"
},
{
"created": "Thu, 18 Mar 2021 18:53:50 GMT",
"version": "v3"
},
{
"created": "Wed, 21 Apr 2021 15:16:50 GMT",
"version": "v4"
}
] | 2021-04-22 | [
[
"Casebeer",
"Jonah",
""
],
[
"Kaikaus",
"Jamshed",
""
],
[
"Smaragdis",
"Paris",
""
]
] | In this paper, we present a method for jointly-learning a microphone selection mechanism and a speech enhancement network for multi-channel speech enhancement with an ad-hoc microphone array. The attention-based microphone selection mechanism is trained to reduce communication-costs through a penalty term which represe... |
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