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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1104.0824 | Deepesh Ranka | Deepesh Ranka, Ashwani K. Rana, Rakesh Kumar Yadav, Kamalesh Yadav,
Devendra Giri | Performance evaluation of FD-SOI Mosfets for different metal gate work
function | 14 pages,12 figures,International Journal of VLSI design &
Communication Systems (VLSICS) Vol.2, No.1, March 2011 | International Journal of VLSI design & Communication Systems
(VLSICS) Vol.2, No.1, March 2011 | null | null | cs.OH | http://creativecommons.org/licenses/by/3.0/ | Fully depleted (FD) Silicon on Insulator (SOI) metal oxide Field Effect
Transistor (MOSFET) Is the Leading Contender for Sun 65nm Regime. This paper
presents a study of effects of work functions of metal gate on the performance
of FD-SOI MOSFET. Sentaurus TCAD simulation tool is used to investigate the
effect of work... | [
{
"created": "Mon, 4 Apr 2011 07:09:22 GMT",
"version": "v1"
}
] | 2011-04-06 | [
[
"Ranka",
"Deepesh",
""
],
[
"Rana",
"Ashwani K.",
""
],
[
"Yadav",
"Rakesh Kumar",
""
],
[
"Yadav",
"Kamalesh",
""
],
[
"Giri",
"Devendra",
""
]
] | Fully depleted (FD) Silicon on Insulator (SOI) metal oxide Field Effect Transistor (MOSFET) Is the Leading Contender for Sun 65nm Regime. This paper presents a study of effects of work functions of metal gate on the performance of FD-SOI MOSFET. Sentaurus TCAD simulation tool is used to investigate the effect of work f... |
2112.11689 | Yuhang Wu | Yuhang Wu, Tengteng Huang, Haotian Yao, Chi Zhang, Yuanjie Shao,
Chuchu Han, Changxin Gao, Nong Sang | Multi-Centroid Representation Network for Domain Adaptive Person Re-ID | Accepted by AAAI2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, many approaches tackle the Unsupervised Domain Adaptive person
re-identification (UDA re-ID) problem through pseudo-label-based contrastive
learning. During training, a uni-centroid representation is obtained by simply
averaging all the instance features from a cluster with the same pseudo label.
However, a... | [
{
"created": "Wed, 22 Dec 2021 06:40:21 GMT",
"version": "v1"
}
] | 2021-12-23 | [
[
"Wu",
"Yuhang",
""
],
[
"Huang",
"Tengteng",
""
],
[
"Yao",
"Haotian",
""
],
[
"Zhang",
"Chi",
""
],
[
"Shao",
"Yuanjie",
""
],
[
"Han",
"Chuchu",
""
],
[
"Gao",
"Changxin",
""
],
[
"Sang",
"Non... | Recently, many approaches tackle the Unsupervised Domain Adaptive person re-identification (UDA re-ID) problem through pseudo-label-based contrastive learning. During training, a uni-centroid representation is obtained by simply averaging all the instance features from a cluster with the same pseudo label. However, a c... |
2210.07991 | Shimian Zhang | Shimian Zhang, Skanda Bharadwaj, Keaton Kraiger, Yashasvi Asthana,
Hong Zhang, Robert Collins, Yanxi Liu | Novel 3D Scene Understanding Applications From Recurrence in a Single
Image | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We demonstrate the utility of recurring pattern discovery from a single image
for spatial understanding of a 3D scene in terms of (1) vanishing point
detection, (2) hypothesizing 3D translation symmetry and (3) counting the
number of RP instances in the image.
Furthermore, we illustrate the feasibility of leveragin... | [
{
"created": "Fri, 14 Oct 2022 17:45:05 GMT",
"version": "v1"
}
] | 2022-10-17 | [
[
"Zhang",
"Shimian",
""
],
[
"Bharadwaj",
"Skanda",
""
],
[
"Kraiger",
"Keaton",
""
],
[
"Asthana",
"Yashasvi",
""
],
[
"Zhang",
"Hong",
""
],
[
"Collins",
"Robert",
""
],
[
"Liu",
"Yanxi",
""
]
] | We demonstrate the utility of recurring pattern discovery from a single image for spatial understanding of a 3D scene in terms of (1) vanishing point detection, (2) hypothesizing 3D translation symmetry and (3) counting the number of RP instances in the image. Furthermore, we illustrate the feasibility of leveraging RP... |
1609.07370 | Yi Ren | Yi Ren, Yaniv Romano, Michael Elad | Example-Based Image Synthesis via Randomized Patch-Matching | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Image and texture synthesis is a challenging task that has long been drawing
attention in the fields of image processing, graphics, and machine learning.
This problem consists of modelling the desired type of images, either through
training examples or via a parametric modeling, and then generating images that
belong... | [
{
"created": "Fri, 23 Sep 2016 14:08:30 GMT",
"version": "v1"
}
] | 2016-09-26 | [
[
"Ren",
"Yi",
""
],
[
"Romano",
"Yaniv",
""
],
[
"Elad",
"Michael",
""
]
] | Image and texture synthesis is a challenging task that has long been drawing attention in the fields of image processing, graphics, and machine learning. This problem consists of modelling the desired type of images, either through training examples or via a parametric modeling, and then generating images that belong t... |
1602.02899 | F. Ozgur Catak | Ferhat \"Ozg\"ur \c{C}atak | Secure Multi-Party Computation Based Privacy Preserving Extreme Learning
Machine Algorithm Over Vertically Distributed Data | 22nd International Conference, ICONIP 2015 | null | 10.1007/978-3-319-26535-3_39 | null | cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Especially in the Big Data era, the usage of different classification methods
is increasing day by day. The success of these classification methods depends
on the effectiveness of learning methods. Extreme learning machine (ELM)
classification algorithm is a relatively new learning method built on
feed-forward neural... | [
{
"created": "Tue, 9 Feb 2016 08:37:26 GMT",
"version": "v1"
}
] | 2016-02-10 | [
[
"Çatak",
"Ferhat Özgür",
""
]
] | Especially in the Big Data era, the usage of different classification methods is increasing day by day. The success of these classification methods depends on the effectiveness of learning methods. Extreme learning machine (ELM) classification algorithm is a relatively new learning method built on feed-forward neural-n... |
1505.05502 | Ricardo Gon\c{c}alves | Ricardo Gon\c{c}alves and Matthias Knorr and Jo\~ao Leite | Towards Efficient Evolving Multi-Context Systems (Preliminary Report) | International Workshop on Reactive Concepts in Knowledge
Representation (ReactKnow 2014), co-located with the 21st European Conference
on Artificial Intelligence (ECAI 2014). Proceedings of the International
Workshop on Reactive Concepts in Knowledge Representation (ReactKnow 2014),
pages 39-45, technical repor... | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Managed Multi-Context Systems (mMCSs) provide a general framework for
integrating knowledge represented in heterogeneous KR formalisms. Recently,
evolving Multi-Context Systems (eMCSs) have been introduced as an extension of
mMCSs that add the ability to both react to, and reason in the presence of
commonly temporary... | [
{
"created": "Wed, 20 May 2015 13:33:52 GMT",
"version": "v1"
}
] | 2015-05-22 | [
[
"Gonçalves",
"Ricardo",
""
],
[
"Knorr",
"Matthias",
""
],
[
"Leite",
"João",
""
]
] | Managed Multi-Context Systems (mMCSs) provide a general framework for integrating knowledge represented in heterogeneous KR formalisms. Recently, evolving Multi-Context Systems (eMCSs) have been introduced as an extension of mMCSs that add the ability to both react to, and reason in the presence of commonly temporary d... |
1901.01062 | Xueliang Li | Xueliang Li, Yuming Yang, Yepang liu, John P. Gallagher, Kaishun Wu | Detecting and Diagnosing Energy Issues for Mobile Applications | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Energy efficiency is an important criterion to judge the quality of mobile
apps, but one third of our randomly sampled apps suffer from energy issues that
can quickly drain battery power. To understand these issues, we conducted an
empirical study on 27 well-maintained apps such as Chrome and Firefox, whose
issue tra... | [
{
"created": "Fri, 4 Jan 2019 11:43:55 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Mar 2019 11:47:45 GMT",
"version": "v2"
}
] | 2019-04-02 | [
[
"Li",
"Xueliang",
""
],
[
"Yang",
"Yuming",
""
],
[
"liu",
"Yepang",
""
],
[
"Gallagher",
"John P.",
""
],
[
"Wu",
"Kaishun",
""
]
] | Energy efficiency is an important criterion to judge the quality of mobile apps, but one third of our randomly sampled apps suffer from energy issues that can quickly drain battery power. To understand these issues, we conducted an empirical study on 27 well-maintained apps such as Chrome and Firefox, whose issue track... |
2401.06204 | Qilei Zhang | Qilei Zhang and John H. Mott | An Exploratory Assessment of LLM's Potential Toward Flight Trajectory
Reconstruction Analysis | 6 pages | null | null | null | cs.LG cs.AI eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large Language Models (LLMs) hold transformative potential in aviation,
particularly in reconstructing flight trajectories. This paper investigates
this potential, grounded in the notion that LLMs excel at processing sequential
data and deciphering complex data structures. Utilizing the LLaMA 2 model, a
pre-trained o... | [
{
"created": "Thu, 11 Jan 2024 17:59:18 GMT",
"version": "v1"
}
] | 2024-01-15 | [
[
"Zhang",
"Qilei",
""
],
[
"Mott",
"John H.",
""
]
] | Large Language Models (LLMs) hold transformative potential in aviation, particularly in reconstructing flight trajectories. This paper investigates this potential, grounded in the notion that LLMs excel at processing sequential data and deciphering complex data structures. Utilizing the LLaMA 2 model, a pre-trained ope... |
2106.12700 | Cheng Jie | Cheng Jie, Da Xu, Zigeng Wang, Lu Wang, Wei Shen | An Efficient Group-based Search Engine Marketing System for E-Commerce | null | null | null | null | cs.CL | http://creativecommons.org/publicdomain/zero/1.0/ | With the increasing scale of search engine marketing, designing an efficient
bidding system is becoming paramount for the success of e-commerce companies.
The critical challenges faced by a modern industrial-level bidding system
include: 1. the catalog is enormous, and the relevant bidding features are of
high sparsi... | [
{
"created": "Thu, 24 Jun 2021 00:12:07 GMT",
"version": "v1"
},
{
"created": "Fri, 25 Jun 2021 01:27:47 GMT",
"version": "v2"
},
{
"created": "Sat, 17 Jul 2021 22:39:56 GMT",
"version": "v3"
},
{
"created": "Fri, 6 Aug 2021 05:04:34 GMT",
"version": "v4"
}
] | 2021-08-09 | [
[
"Jie",
"Cheng",
""
],
[
"Xu",
"Da",
""
],
[
"Wang",
"Zigeng",
""
],
[
"Wang",
"Lu",
""
],
[
"Shen",
"Wei",
""
]
] | With the increasing scale of search engine marketing, designing an efficient bidding system is becoming paramount for the success of e-commerce companies. The critical challenges faced by a modern industrial-level bidding system include: 1. the catalog is enormous, and the relevant bidding features are of high sparsity... |
1003.5787 | Niharjyoti Sarangi | Rakesh Mohanty, Niharjyoti Sarangi, Sukant kumar Bishi | A secured Cryptographic Hashing Algorithm | 4 pages,2 figures, 1 tabular data set | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cryptographic hash functions for calculating the message digest of a message
has been in practical use as an effective measure to maintain message integrity
since a few decades. This message digest is unique, irreversible and avoids all
types of collisions for any given input string. The message digest calculated
fro... | [
{
"created": "Tue, 30 Mar 2010 10:43:48 GMT",
"version": "v1"
}
] | 2010-03-31 | [
[
"Mohanty",
"Rakesh",
""
],
[
"Sarangi",
"Niharjyoti",
""
],
[
"Bishi",
"Sukant kumar",
""
]
] | Cryptographic hash functions for calculating the message digest of a message has been in practical use as an effective measure to maintain message integrity since a few decades. This message digest is unique, irreversible and avoids all types of collisions for any given input string. The message digest calculated from ... |
1307.1024 | Abdelhakim Herrouz | Abdelhakim Herrouz, Chabane Khentout and Mahieddine Djoudi | Overview of Web Content Mining Tools | 06 pages | The International Journal of Engineering And Science (IJES),
Vol.2, Issue 6, June 2013, pp. 106-110, 2013 | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, the Web has become one of the most widespread platforms for
information change and retrieval. As it becomes easier to publish documents, as
the number of users, and thus publishers, increases and as the number of
documents grows, searching for information is turning into a cumbersome and
time-consuming oper... | [
{
"created": "Tue, 2 Jul 2013 19:57:29 GMT",
"version": "v1"
}
] | 2013-07-04 | [
[
"Herrouz",
"Abdelhakim",
""
],
[
"Khentout",
"Chabane",
""
],
[
"Djoudi",
"Mahieddine",
""
]
] | Nowadays, the Web has become one of the most widespread platforms for information change and retrieval. As it becomes easier to publish documents, as the number of users, and thus publishers, increases and as the number of documents grows, searching for information is turning into a cumbersome and time-consuming operat... |
2211.14552 | Jilan Xu | Junlin Hou, Jilan Xu, Fan Xiao, Rui-Wei Zhao, Yuejie Zhang, Haidong
Zou, Lina Lu, Wenwen Xue, Rui Feng | Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field
Fundus Images | BIBM 2022 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Automatic diabetic retinopathy (DR) grading based on fundus photography has
been widely explored to benefit the routine screening and early treatment.
Existing researches generally focus on single-field fundus images, which have
limited field of view for precise eye examinations. In clinical applications,
ophthalmolo... | [
{
"created": "Sat, 26 Nov 2022 12:39:57 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Dec 2022 08:10:27 GMT",
"version": "v2"
}
] | 2022-12-02 | [
[
"Hou",
"Junlin",
""
],
[
"Xu",
"Jilan",
""
],
[
"Xiao",
"Fan",
""
],
[
"Zhao",
"Rui-Wei",
""
],
[
"Zhang",
"Yuejie",
""
],
[
"Zou",
"Haidong",
""
],
[
"Lu",
"Lina",
""
],
[
"Xue",
"Wenwen",
... | Automatic diabetic retinopathy (DR) grading based on fundus photography has been widely explored to benefit the routine screening and early treatment. Existing researches generally focus on single-field fundus images, which have limited field of view for precise eye examinations. In clinical applications, ophthalmologi... |
1501.02573 | Robert Koenighofer | Roderick Bloem and Bettina Koenighofer and Robert Koenighofer and Chao
Wang | Shield Synthesis: Runtime Enforcement for Reactive Systems | This is an extended version of [5], featuring an additional appendix | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Scalability issues may prevent users from verifying critical properties of a
complex hardware design. In this situation, we propose to synthesize a "safety
shield" that is attached to the design to enforce the properties at run time.
Shield synthesis can succeed where model checking and reactive synthesis fail,
becau... | [
{
"created": "Mon, 12 Jan 2015 09:04:57 GMT",
"version": "v1"
},
{
"created": "Fri, 16 Jan 2015 15:58:47 GMT",
"version": "v2"
}
] | 2015-01-19 | [
[
"Bloem",
"Roderick",
""
],
[
"Koenighofer",
"Bettina",
""
],
[
"Koenighofer",
"Robert",
""
],
[
"Wang",
"Chao",
""
]
] | Scalability issues may prevent users from verifying critical properties of a complex hardware design. In this situation, we propose to synthesize a "safety shield" that is attached to the design to enforce the properties at run time. Shield synthesis can succeed where model checking and reactive synthesis fail, because... |
1708.00129 | Andy Kitchen | Andy Kitchen, Jarrel Seah | Deep Generative Adversarial Neural Networks for Realistic Prostate
Lesion MRI Synthesis | 8 pages, 5 figures, 2 tables | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generative Adversarial Neural Networks (GANs) are applied to the synthetic
generation of prostate lesion MRI images. GANs have been applied to a variety
of natural images, is shown show that the same techniques can be used in the
medical domain to create realistic looking synthetic lesion images. 16mm x 16mm
patches ... | [
{
"created": "Tue, 1 Aug 2017 02:09:12 GMT",
"version": "v1"
}
] | 2017-08-02 | [
[
"Kitchen",
"Andy",
""
],
[
"Seah",
"Jarrel",
""
]
] | Generative Adversarial Neural Networks (GANs) are applied to the synthetic generation of prostate lesion MRI images. GANs have been applied to a variety of natural images, is shown show that the same techniques can be used in the medical domain to create realistic looking synthetic lesion images. 16mm x 16mm patches ar... |
cs/0509063 | Krzysztof R. Apt | Krzysztof R. Apt | Order Independence and Rationalizability | Appeared in: Proc. of the 10th conference on Theoretical Aspects of
Rationality and Knowledge (TARK X), pp. 22-38 (2005) | null | null | null | cs.GT | null | Two natural strategy elimination procedures have been studied for strategic
games. The first one involves the notion of (strict, weak, etc) dominance and
the second the notion of rationalizability. In the case of dominance the
criterion of order independence allowed us to clarify which notions and under
what circumst... | [
{
"created": "Tue, 20 Sep 2005 08:27:26 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Apt",
"Krzysztof R.",
""
]
] | Two natural strategy elimination procedures have been studied for strategic games. The first one involves the notion of (strict, weak, etc) dominance and the second the notion of rationalizability. In the case of dominance the criterion of order independence allowed us to clarify which notions and under what circumstan... |
2210.14210 | Sudharshan Suresh | Sudharshan Suresh, Zilin Si, Stuart Anderson, Michael Kaess, Mustafa
Mukadam | MidasTouch: Monte-Carlo inference over distributions across sliding
touch | Accepted at CoRL 2022 (Oral). Project website:
https://suddhu.github.io/midastouch-tactile/ | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present MidasTouch, a tactile perception system for online global
localization of a vision-based touch sensor sliding on an object surface. This
framework takes in posed tactile images over time, and outputs an evolving
distribution of sensor pose on the object's surface, without the need for
visual priors. Our ke... | [
{
"created": "Tue, 25 Oct 2022 17:55:09 GMT",
"version": "v1"
}
] | 2022-10-26 | [
[
"Suresh",
"Sudharshan",
""
],
[
"Si",
"Zilin",
""
],
[
"Anderson",
"Stuart",
""
],
[
"Kaess",
"Michael",
""
],
[
"Mukadam",
"Mustafa",
""
]
] | We present MidasTouch, a tactile perception system for online global localization of a vision-based touch sensor sliding on an object surface. This framework takes in posed tactile images over time, and outputs an evolving distribution of sensor pose on the object's surface, without the need for visual priors. Our key ... |
2112.05598 | Sverker Rasmuson | Sverker Rasmuson, Erik Sintorn, Ulf Assarsson | PERF: Performant, Explicit Radiance Fields | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a novel way of approaching image-based 3D reconstruction based on
radiance fields. The problem of volumetric reconstruction is formulated as a
non-linear least-squares problem and solved explicitly without the use of
neural networks. This enables the use of solvers with a higher rate of
convergence than wh... | [
{
"created": "Fri, 10 Dec 2021 15:29:00 GMT",
"version": "v1"
}
] | 2021-12-13 | [
[
"Rasmuson",
"Sverker",
""
],
[
"Sintorn",
"Erik",
""
],
[
"Assarsson",
"Ulf",
""
]
] | We present a novel way of approaching image-based 3D reconstruction based on radiance fields. The problem of volumetric reconstruction is formulated as a non-linear least-squares problem and solved explicitly without the use of neural networks. This enables the use of solvers with a higher rate of convergence than what... |
1509.07040 | Yuheng Bu | Yuheng Bu, Shaofeng Zou, Yingbin Liang and Venugopal V. Veeravalli | Universal Outlying sequence detection For Continuous Observations | null | null | null | null | cs.IT math.IT math.ST stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The following detection problem is studied, in which there are $M$ sequences
of samples out of which one outlier sequence needs to be detected. Each typical
sequence contains $n$ independent and identically distributed (i.i.d.)
continuous observations from a known distribution $\pi$, and the outlier
sequence contains... | [
{
"created": "Wed, 23 Sep 2015 15:56:59 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Oct 2015 19:02:48 GMT",
"version": "v2"
}
] | 2015-10-08 | [
[
"Bu",
"Yuheng",
""
],
[
"Zou",
"Shaofeng",
""
],
[
"Liang",
"Yingbin",
""
],
[
"Veeravalli",
"Venugopal V.",
""
]
] | The following detection problem is studied, in which there are $M$ sequences of samples out of which one outlier sequence needs to be detected. Each typical sequence contains $n$ independent and identically distributed (i.i.d.) continuous observations from a known distribution $\pi$, and the outlier sequence contains $... |
2102.13519 | Stefan Bl\"ucher | Stefan Bl\"ucher, Johanna Vielhaben and Nils Strodthoff | PredDiff: Explanations and Interactions from Conditional Expectations | 35 pages, 20 Figures, accepted journal version, code available at
https://github.com/AI4HealthUOL/preddiff-interactions | Artificial Intelligence 312 (2022) 103774 | 10.1016/j.artint.2022.103774 | null | cs.LG cs.AI stat.ML | http://creativecommons.org/licenses/by-nc-nd/4.0/ | PredDiff is a model-agnostic, local attribution method that is firmly rooted
in probability theory. Its simple intuition is to measure prediction changes
while marginalizing features. In this work, we clarify properties of PredDiff
and its close connection to Shapley values. We stress important differences
between cl... | [
{
"created": "Fri, 26 Feb 2021 14:46:47 GMT",
"version": "v1"
},
{
"created": "Mon, 26 Apr 2021 14:27:07 GMT",
"version": "v2"
},
{
"created": "Wed, 20 Oct 2021 08:54:14 GMT",
"version": "v3"
},
{
"created": "Thu, 8 Sep 2022 14:18:50 GMT",
"version": "v4"
}
] | 2023-07-12 | [
[
"Blücher",
"Stefan",
""
],
[
"Vielhaben",
"Johanna",
""
],
[
"Strodthoff",
"Nils",
""
]
] | PredDiff is a model-agnostic, local attribution method that is firmly rooted in probability theory. Its simple intuition is to measure prediction changes while marginalizing features. In this work, we clarify properties of PredDiff and its close connection to Shapley values. We stress important differences between clas... |
2310.06397 | Kaiming Huang | Kaiming Huang, Mathias Payer, Zhiyun Qian, Jack Sampson, Gang Tan,
Trent Jaeger | Top of the Heap: Efficient Memory Error Protection for Many Heap Objects | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Exploits against heap memory errors continue to be a major concern. Although
many defenses have been proposed, heap data are not protected from attacks that
exploit memory errors systematically. Research defenses focus on complete
coverage of heap objects, often giving up on comprehensive memory safety
protection and... | [
{
"created": "Tue, 10 Oct 2023 08:04:08 GMT",
"version": "v1"
}
] | 2023-10-11 | [
[
"Huang",
"Kaiming",
""
],
[
"Payer",
"Mathias",
""
],
[
"Qian",
"Zhiyun",
""
],
[
"Sampson",
"Jack",
""
],
[
"Tan",
"Gang",
""
],
[
"Jaeger",
"Trent",
""
]
] | Exploits against heap memory errors continue to be a major concern. Although many defenses have been proposed, heap data are not protected from attacks that exploit memory errors systematically. Research defenses focus on complete coverage of heap objects, often giving up on comprehensive memory safety protection and/o... |
2407.11033 | Yuyan Chen | Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei
Zhang, Zhixu Li, Yanghua Xiao | Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method
for Pre-trained Language Models | Accepted to CIKM 2023 (Long Paper) | null | null | null | cs.LG cs.CL | http://creativecommons.org/licenses/by/4.0/ | Recent years, Pre-trained Language models (PLMs) have swept into various
fields of artificial intelligence and achieved great success. However, most
PLMs, such as T5 and GPT3, have a huge amount of parameters, fine-tuning them
is often expensive and time consuming, and storing them takes up a lot of
space. Therefore,... | [
{
"created": "Thu, 4 Jul 2024 18:21:28 GMT",
"version": "v1"
}
] | 2024-07-17 | [
[
"Chen",
"Yuyan",
""
],
[
"Fu",
"Qiang",
""
],
[
"Fan",
"Ge",
""
],
[
"Du",
"Lun",
""
],
[
"Lou",
"Jian-Guang",
""
],
[
"Han",
"Shi",
""
],
[
"Zhang",
"Dongmei",
""
],
[
"Li",
"Zhixu",
""
]... | Recent years, Pre-trained Language models (PLMs) have swept into various fields of artificial intelligence and achieved great success. However, most PLMs, such as T5 and GPT3, have a huge amount of parameters, fine-tuning them is often expensive and time consuming, and storing them takes up a lot of space. Therefore, i... |
1803.08069 | Jaime Fentanes | Jaime Pulido Fentanes, Iain Gould, Tom Duckett, Simon Pearson and
Grzegorz Cielniak | 3D Soil Compaction Mapping through Kriging-based Exploration with a
Mobile Robot | Submitted paper, to IEEE Robotics and Automation Letters (RA-L)
special issue on Precision Agricultural Robotics and Autonomous Farming
Technologies. Not reviewed | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents an automated method for creating spatial maps of soil
condition with an outdoor mobile robot. Effective soil mapping on farms can
enhance yields, reduce inputs and help protect the environment. Traditionally,
data are collected manually at an arbitrary set of locations, then soil maps
are construc... | [
{
"created": "Wed, 21 Mar 2018 18:05:13 GMT",
"version": "v1"
}
] | 2018-03-23 | [
[
"Fentanes",
"Jaime Pulido",
""
],
[
"Gould",
"Iain",
""
],
[
"Duckett",
"Tom",
""
],
[
"Pearson",
"Simon",
""
],
[
"Cielniak",
"Grzegorz",
""
]
] | This paper presents an automated method for creating spatial maps of soil condition with an outdoor mobile robot. Effective soil mapping on farms can enhance yields, reduce inputs and help protect the environment. Traditionally, data are collected manually at an arbitrary set of locations, then soil maps are constructe... |
1905.01591 | Hoang Nguyen Thai | Hoang NT, Choong Jun Jin, Tsuyoshi Murata | Learning Graph Neural Networks with Noisy Labels | 5 pages, 4 figures, 3 tables; Appeared as a poster presentation at
Limited Labeled Data (LLD) Workshop, ICLR 2019 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the robustness to symmetric label noise of GNNs training procedures.
By combining the nonlinear neural message-passing models (e.g. Graph
Isomorphism Networks, GraphSAGE, etc.) with loss correction methods, we present
a noise-tolerant approach for the graph classification task. Our experiments
show that test... | [
{
"created": "Sun, 5 May 2019 03:27:50 GMT",
"version": "v1"
}
] | 2019-05-07 | [
[
"NT",
"Hoang",
""
],
[
"Jin",
"Choong Jun",
""
],
[
"Murata",
"Tsuyoshi",
""
]
] | We study the robustness to symmetric label noise of GNNs training procedures. By combining the nonlinear neural message-passing models (e.g. Graph Isomorphism Networks, GraphSAGE, etc.) with loss correction methods, we present a noise-tolerant approach for the graph classification task. Our experiments show that test a... |
1904.04428 | Hao Peng | Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan
Das | Text Generation with Exemplar-based Adaptive Decoding | NAACL 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a novel conditioned text generation model. It draws inspiration
from traditional template-based text generation techniques, where the source
provides the content (i.e., what to say), and the template influences how to
say it. Building on the successful encoder-decoder paradigm, it first encodes
the content... | [
{
"created": "Tue, 9 Apr 2019 02:34:30 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Apr 2019 22:03:53 GMT",
"version": "v2"
}
] | 2019-04-12 | [
[
"Peng",
"Hao",
""
],
[
"Parikh",
"Ankur P.",
""
],
[
"Faruqui",
"Manaal",
""
],
[
"Dhingra",
"Bhuwan",
""
],
[
"Das",
"Dipanjan",
""
]
] | We propose a novel conditioned text generation model. It draws inspiration from traditional template-based text generation techniques, where the source provides the content (i.e., what to say), and the template influences how to say it. Building on the successful encoder-decoder paradigm, it first encodes the content r... |
1411.7883 | Luca Del Pero | Luca Del Pero, Susanna Ricco, Rahul Sukthankar, Vittorio Ferrari | Articulated motion discovery using pairs of trajectories | 10 pages, 5 figures, 2 tables | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose an unsupervised approach for discovering characteristic motion
patterns in videos of highly articulated objects performing natural, unscripted
behaviors, such as tigers in the wild. We discover consistent patterns in a
bottom-up manner by analyzing the relative displacements of large numbers of
ordered tra... | [
{
"created": "Fri, 28 Nov 2014 14:43:03 GMT",
"version": "v1"
},
{
"created": "Tue, 16 Dec 2014 13:56:07 GMT",
"version": "v2"
},
{
"created": "Fri, 24 Apr 2015 15:29:06 GMT",
"version": "v3"
}
] | 2015-04-27 | [
[
"Del Pero",
"Luca",
""
],
[
"Ricco",
"Susanna",
""
],
[
"Sukthankar",
"Rahul",
""
],
[
"Ferrari",
"Vittorio",
""
]
] | We propose an unsupervised approach for discovering characteristic motion patterns in videos of highly articulated objects performing natural, unscripted behaviors, such as tigers in the wild. We discover consistent patterns in a bottom-up manner by analyzing the relative displacements of large numbers of ordered traje... |
2303.14219 | EPTCS | Clemens Grabmayer (GSSI) | Proceedings Twelfth International Workshop on Computing with Terms and
Graphs | null | EPTCS 377, 2023 | 10.4204/EPTCS.377 | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | The workshop TERMGRAPH 2022 took place at Technion in Haifa, Israel, on
August 1, 2022, in the Pre-FLoC workshop block (July 31-August 1) of FLoC 2022
(Federated Logic Conference 2022, July 31-August 12). As such, TERMGRAPH 2022
was a one-day satellite event of the conference FSCD 2022 (Formal Structures of
Computati... | [
{
"created": "Fri, 24 Mar 2023 18:26:26 GMT",
"version": "v1"
},
{
"created": "Sun, 2 Apr 2023 20:10:28 GMT",
"version": "v2"
}
] | 2023-04-04 | [
[
"Grabmayer",
"Clemens",
"",
"GSSI"
]
] | The workshop TERMGRAPH 2022 took place at Technion in Haifa, Israel, on August 1, 2022, in the Pre-FLoC workshop block (July 31-August 1) of FLoC 2022 (Federated Logic Conference 2022, July 31-August 12). As such, TERMGRAPH 2022 was a one-day satellite event of the conference FSCD 2022 (Formal Structures of Computation... |
1403.3034 | Phillip James | Phillip James, Markus Roggenbach | Encapsulating Formal Methods within Domain Specific Languages: A
Solution for Verifying Railway Scheme Plans | null | null | null | null | cs.SE cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The development and application of formal methods is a long standing research
topic within the field of computer science. One particular challenge that
remains is the uptake of formal methods into industrial practices. This paper
introduces a methodology for developing domain specific languages for modelling
and veri... | [
{
"created": "Sun, 9 Mar 2014 21:42:56 GMT",
"version": "v1"
},
{
"created": "Sun, 23 Mar 2014 15:20:51 GMT",
"version": "v2"
}
] | 2014-03-25 | [
[
"James",
"Phillip",
""
],
[
"Roggenbach",
"Markus",
""
]
] | The development and application of formal methods is a long standing research topic within the field of computer science. One particular challenge that remains is the uptake of formal methods into industrial practices. This paper introduces a methodology for developing domain specific languages for modelling and verifi... |
2010.12607 | Ra\'ul Nozal | Ra\'ul Nozal, Jose Luis Bosque and Ramon Beivide | Towards Co-execution on Commodity Heterogeneous Systems: Optimizations
for Time-Constrained Scenarios | 8 pages, 6 figures, conference | 2019 International Conference on High Performance Computing &
Simulation (HPCS), pp. 628-635 | 10.1109/HPCS48598.2019.9188188 | null | cs.DC cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Heterogeneous systems are present from powerful supercomputers, to mobile
devices, including desktop computers, thanks to their excellent performance and
energy consumption. The ubiquity of these architectures in both desktop systems
and medium-sized service servers allow enough variability to exploit a wide
range of... | [
{
"created": "Fri, 23 Oct 2020 18:32:27 GMT",
"version": "v1"
}
] | 2020-10-27 | [
[
"Nozal",
"Raúl",
""
],
[
"Bosque",
"Jose Luis",
""
],
[
"Beivide",
"Ramon",
""
]
] | Heterogeneous systems are present from powerful supercomputers, to mobile devices, including desktop computers, thanks to their excellent performance and energy consumption. The ubiquity of these architectures in both desktop systems and medium-sized service servers allow enough variability to exploit a wide range of p... |
2005.07954 | Izumi Haruta | Izumi Haruta, Koji Mineshima, Daisuke Bekki | Logical Inferences with Comparatives and Generalized Quantifiers | To appear in the Proceedings of the Association for Computational
Linguistics: Student Research Workshop (ACL-SRW 2020) | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Comparative constructions pose a challenge in Natural Language Inference
(NLI), which is the task of determining whether a text entails a hypothesis.
Comparatives are structurally complex in that they interact with other
linguistic phenomena such as quantifiers, numerals, and lexical antonyms. In
formal semantics, th... | [
{
"created": "Sat, 16 May 2020 11:11:48 GMT",
"version": "v1"
}
] | 2020-05-19 | [
[
"Haruta",
"Izumi",
""
],
[
"Mineshima",
"Koji",
""
],
[
"Bekki",
"Daisuke",
""
]
] | Comparative constructions pose a challenge in Natural Language Inference (NLI), which is the task of determining whether a text entails a hypothesis. Comparatives are structurally complex in that they interact with other linguistic phenomena such as quantifiers, numerals, and lexical antonyms. In formal semantics, ther... |
2212.05786 | Chao Hu | Chao Hu, Shengxin Lai | Multi-scale Feature Imitation for Unsupervised Anomaly Localization | International Joint Conference on Neural Networks 2023 | International Joint Conference on Neural Networks 2023 | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The unsupervised anomaly localization task faces the challenge of missing
anomaly sample training, detecting multiple types of anomalies, and dealing
with the proportion of the area of multiple anomalies. A separate
teacher-student feature imitation network structure and a multi-scale
processing strategy combining an... | [
{
"created": "Mon, 12 Dec 2022 09:21:24 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Dec 2022 02:40:13 GMT",
"version": "v2"
}
] | 2022-12-14 | [
[
"Hu",
"Chao",
""
],
[
"Lai",
"Shengxin",
""
]
] | The unsupervised anomaly localization task faces the challenge of missing anomaly sample training, detecting multiple types of anomalies, and dealing with the proportion of the area of multiple anomalies. A separate teacher-student feature imitation network structure and a multi-scale processing strategy combining an i... |
2101.11282 | Wei Chen | Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul
Fieguth, Li Liu, and Michael S. Lew | Deep Learning for Instance Retrieval: A Survey | IEEE Transactions on Pattern Analysis and Machine Intelligence | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In recent years a vast amount of visual content has been generated and shared
from many fields, such as social media platforms, medical imaging, and
robotics. This abundance of content creation and sharing has introduced new
challenges, particularly that of searching databases for similar
content-Content Based Image ... | [
{
"created": "Wed, 27 Jan 2021 09:32:58 GMT",
"version": "v1"
},
{
"created": "Wed, 3 Feb 2021 00:33:32 GMT",
"version": "v2"
},
{
"created": "Sat, 8 Jan 2022 11:35:01 GMT",
"version": "v3"
},
{
"created": "Sun, 30 Oct 2022 05:39:12 GMT",
"version": "v4"
}
] | 2022-11-01 | [
[
"Chen",
"Wei",
""
],
[
"Liu",
"Yu",
""
],
[
"Wang",
"Weiping",
""
],
[
"Bakker",
"Erwin",
""
],
[
"Georgiou",
"Theodoros",
""
],
[
"Fieguth",
"Paul",
""
],
[
"Liu",
"Li",
""
],
[
"Lew",
"Michael... | In recent years a vast amount of visual content has been generated and shared from many fields, such as social media platforms, medical imaging, and robotics. This abundance of content creation and sharing has introduced new challenges, particularly that of searching databases for similar content-Content Based Image Re... |
2109.07788 | Prasanth Sengadu Suresh | Prasanth Sengadu Suresh, Prashant Doshi | Marginal MAP Estimation for Inverse RL under Occlusion with Observer
Noise | null | null | null | null | cs.RO cs.AI cs.CV | http://creativecommons.org/licenses/by/4.0/ | We consider the problem of learning the behavioral preferences of an expert
engaged in a task from noisy and partially-observable demonstrations. This is
motivated by real-world applications such as a line robot learning from
observing a human worker, where some observations are occluded by environmental
objects that... | [
{
"created": "Thu, 16 Sep 2021 08:20:52 GMT",
"version": "v1"
}
] | 2021-09-17 | [
[
"Suresh",
"Prasanth Sengadu",
""
],
[
"Doshi",
"Prashant",
""
]
] | We consider the problem of learning the behavioral preferences of an expert engaged in a task from noisy and partially-observable demonstrations. This is motivated by real-world applications such as a line robot learning from observing a human worker, where some observations are occluded by environmental objects that c... |
1607.03257 | Benjamin Elizalde | Benjamin Elizalde, Guan-Lin Chao, Ming Zeng, Ian Lane | City-Identification of Flickr Videos Using Semantic Acoustic Features | null | null | null | null | cs.MM cs.CV cs.SD | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | City-identification of videos aims to determine the likelihood of a video
belonging to a set of cities. In this paper, we present an approach using only
audio, thus we do not use any additional modality such as images, user-tags or
geo-tags. In this manner, we show to what extent the city-location of videos
correlate... | [
{
"created": "Tue, 12 Jul 2016 08:30:45 GMT",
"version": "v1"
}
] | 2016-07-13 | [
[
"Elizalde",
"Benjamin",
""
],
[
"Chao",
"Guan-Lin",
""
],
[
"Zeng",
"Ming",
""
],
[
"Lane",
"Ian",
""
]
] | City-identification of videos aims to determine the likelihood of a video belonging to a set of cities. In this paper, we present an approach using only audio, thus we do not use any additional modality such as images, user-tags or geo-tags. In this manner, we show to what extent the city-location of videos correlates ... |
2406.10580 | Xiaochen Ma | Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong,
Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou | IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image
Manipulation Detection & Localization | Technical report | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | A comprehensive benchmark is yet to be established in the Image Manipulation
Detection \& Localization (IMDL) field. The absence of such a benchmark leads
to insufficient and misleading model evaluations, severely undermining the
development of this field. However, the scarcity of open-sourced baseline
models and inc... | [
{
"created": "Sat, 15 Jun 2024 09:44:54 GMT",
"version": "v1"
}
] | 2024-06-18 | [
[
"Ma",
"Xiaochen",
""
],
[
"Zhu",
"Xuekang",
""
],
[
"Su",
"Lei",
""
],
[
"Du",
"Bo",
""
],
[
"Jiang",
"Zhuohang",
""
],
[
"Tong",
"Bingkui",
""
],
[
"Lei",
"Zeyu",
""
],
[
"Yang",
"Xinyu",
"... | A comprehensive benchmark is yet to be established in the Image Manipulation Detection \& Localization (IMDL) field. The absence of such a benchmark leads to insufficient and misleading model evaluations, severely undermining the development of this field. However, the scarcity of open-sourced baseline models and incon... |
2312.05401 | Ergun Akleman | Sitong Deng and Ergun Akleman | A Digital Compositing Approach to obtain Animated Chinese Still-life
Paintings with Global Effects | 14 pages | null | null | null | cs.GR | http://creativecommons.org/licenses/by/4.0/ | In this work, we present a method for turning Chinese still-life paintings
with global illumination effects into dynamic paintings with moving lights. Our
goal is to preserve the original look and feel of still-life paintings with
moving lights and objects. We have developed a deceptively simple method that
can be co... | [
{
"created": "Fri, 8 Dec 2023 22:53:59 GMT",
"version": "v1"
}
] | 2023-12-12 | [
[
"Deng",
"Sitong",
""
],
[
"Akleman",
"Ergun",
""
]
] | In this work, we present a method for turning Chinese still-life paintings with global illumination effects into dynamic paintings with moving lights. Our goal is to preserve the original look and feel of still-life paintings with moving lights and objects. We have developed a deceptively simple method that can be comp... |
2003.00916 | Bert Abrath | Bert Abrath, Bart Coppens, Jens Van den Broeck, Brecht Wyseur,
Alessandro Cabutto, Paolo Falcarin, Bjorn De Sutter | Code Renewability for Native Software Protection | 30 pages | null | 10.1145/3404891 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Software protection aims at safeguarding assets embedded in software by
preventing and delaying reverse engineering and tampering attacks. This paper
presents an architecture and supporting tool flow to renew parts of native
applications dynamically. Renewed and diversified code and data belonging to
either the origi... | [
{
"created": "Mon, 2 Mar 2020 13:45:04 GMT",
"version": "v1"
}
] | 2020-06-25 | [
[
"Abrath",
"Bert",
""
],
[
"Coppens",
"Bart",
""
],
[
"Broeck",
"Jens Van den",
""
],
[
"Wyseur",
"Brecht",
""
],
[
"Cabutto",
"Alessandro",
""
],
[
"Falcarin",
"Paolo",
""
],
[
"De Sutter",
"Bjorn",
""
]
... | Software protection aims at safeguarding assets embedded in software by preventing and delaying reverse engineering and tampering attacks. This paper presents an architecture and supporting tool flow to renew parts of native applications dynamically. Renewed and diversified code and data belonging to either the origina... |
1705.09776 | Xinfeng Zhang | Lingyu Duan, Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Jianxiong
Yin, Simon See, Tiejun Huang, Alex C. Kot, Wen Gao | Fast MPEG-CDVS Encoder with GPU-CPU Hybrid Computing | null | null | 10.1109/TIP.2018.2794203 | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The compact descriptors for visual search (CDVS) standard from ISO/IEC moving
pictures experts group (MPEG) has succeeded in enabling the interoperability
for efficient and effective image retrieval by standardizing the bitstream
syntax of compact feature descriptors. However, the intensive computation of
CDVS encode... | [
{
"created": "Sat, 27 May 2017 06:59:37 GMT",
"version": "v1"
},
{
"created": "Fri, 9 Jun 2017 11:26:11 GMT",
"version": "v2"
}
] | 2018-03-14 | [
[
"Duan",
"Lingyu",
""
],
[
"Sun",
"Wei",
""
],
[
"Zhang",
"Xinfeng",
""
],
[
"Wang",
"Shiqi",
""
],
[
"Chen",
"Jie",
""
],
[
"Yin",
"Jianxiong",
""
],
[
"See",
"Simon",
""
],
[
"Huang",
"Tiejun",... | The compact descriptors for visual search (CDVS) standard from ISO/IEC moving pictures experts group (MPEG) has succeeded in enabling the interoperability for efficient and effective image retrieval by standardizing the bitstream syntax of compact feature descriptors. However, the intensive computation of CDVS encoder ... |
2208.00316 | Guilherme Paulino-Passos | Guilherme Paulino-Passos and Francesca Toni | On Interactive Explanations as Non-Monotonic Reasoning | Corrected version for the XAI-IJCAI 2022 workshop, expands on the
XLoKR-KR 2022 workshop | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent work shows issues of consistency with explanations, with methods
generating local explanations that seem reasonable instance-wise, but that are
inconsistent across instances. This suggests not only that instance-wise
explanations can be unreliable, but mainly that, when interacting with a system
via multiple i... | [
{
"created": "Sat, 30 Jul 2022 22:08:35 GMT",
"version": "v1"
}
] | 2022-08-02 | [
[
"Paulino-Passos",
"Guilherme",
""
],
[
"Toni",
"Francesca",
""
]
] | Recent work shows issues of consistency with explanations, with methods generating local explanations that seem reasonable instance-wise, but that are inconsistent across instances. This suggests not only that instance-wise explanations can be unreliable, but mainly that, when interacting with a system via multiple inp... |
2208.00536 | J\k{e}drzej Ko{\l}odziejski | J\k{e}drzej Ko{\l}odziejski and Bartek Klin | Countdown $\mu$-calculus | 30 pages, 1 figure | null | null | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | We introduce the countdown $\mu$-calculus, an extension of the modal
$\mu$-calculus with ordinal approximations of fixpoint operators. In addition
to properties definable in the classical calculus, it can express
(un)boundedness properties such as the existence of arbitrarily long sequences
of specific actions. The s... | [
{
"created": "Sun, 31 Jul 2022 22:47:44 GMT",
"version": "v1"
}
] | 2022-08-02 | [
[
"Kołodziejski",
"Jędrzej",
""
],
[
"Klin",
"Bartek",
""
]
] | We introduce the countdown $\mu$-calculus, an extension of the modal $\mu$-calculus with ordinal approximations of fixpoint operators. In addition to properties definable in the classical calculus, it can express (un)boundedness properties such as the existence of arbitrarily long sequences of specific actions. The sta... |
1502.03951 | Pascal Weil | Howard Straubing and Pascal Weil | Varieties | This is a chapter in an upcoming Handbook of Automata Theory | Chapter 16 in Handbook of Automata Theory (Jean-Eric Pin ed.), EMS
Publishing, 2021 | 10.4171/Automata | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This text is devoted to the theory of varieties, which provides an important
tool, based in universal algebra, for the classification of regular languages.
In the introductory section, we present a number of examples that illustrate
and motivate the fundamental concepts. We do this for the most part without
proofs, a... | [
{
"created": "Fri, 13 Feb 2015 11:40:06 GMT",
"version": "v1"
},
{
"created": "Thu, 2 Jul 2015 07:45:02 GMT",
"version": "v2"
},
{
"created": "Mon, 14 May 2018 16:18:44 GMT",
"version": "v3"
}
] | 2021-11-19 | [
[
"Straubing",
"Howard",
""
],
[
"Weil",
"Pascal",
""
]
] | This text is devoted to the theory of varieties, which provides an important tool, based in universal algebra, for the classification of regular languages. In the introductory section, we present a number of examples that illustrate and motivate the fundamental concepts. We do this for the most part without proofs, and... |
1308.5338 | EPTCS | Andrea Ocone (School of Informatics, University of Edinburgh), Guido
Sanguinetti (School of Informatics, University of Edinburgh) | A stochastic hybrid model of a biological filter | In Proceedings HAS 2013, arXiv:1308.4904 | EPTCS 124, 2013, pp. 100-108 | 10.4204/EPTCS.124.10 | null | cs.LG cs.CE q-bio.MN | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a hybrid model of a biological filter, a genetic circuit which
removes fast fluctuations in the cell's internal representation of the extra
cellular environment. The model takes the classic feed-forward loop (FFL) motif
and represents it as a network of continuous protein concentrations and binary,
unobser... | [
{
"created": "Sat, 24 Aug 2013 14:34:38 GMT",
"version": "v1"
}
] | 2013-08-27 | [
[
"Ocone",
"Andrea",
"",
"School of Informatics, University of Edinburgh"
],
[
"Sanguinetti",
"Guido",
"",
"School of Informatics, University of Edinburgh"
]
] | We present a hybrid model of a biological filter, a genetic circuit which removes fast fluctuations in the cell's internal representation of the extra cellular environment. The model takes the classic feed-forward loop (FFL) motif and represents it as a network of continuous protein concentrations and binary, unobserve... |
1712.08352 | Edgard Marx | Edgard Marx (1 and 2), Tommaso Soru (1), Andr\'e Valdestilhas (1) ((1)
University of Leipzig, (2) Leipzig University of Applied Sciences) | Triple Scoring Using a Hybrid Fact Validation Approach - The Catsear
Triple Scorer at WSDM Cup 2017 | Triple Scorer at WSDM Cup 2017, see arXiv:1712.08081 | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the continuous increase of data daily published in knowledge bases
across the Web, one of the main issues is regarding information relevance. In
most knowledge bases, a triple (i.e., a statement composed by subject,
predicate, and object) can be only true or false. However, triples can be
assigned a score to hav... | [
{
"created": "Fri, 22 Dec 2017 09:04:55 GMT",
"version": "v1"
}
] | 2017-12-25 | [
[
"Marx",
"Edgard",
"",
"1 and 2"
],
[
"Soru",
"Tommaso",
""
],
[
"Valdestilhas",
"André",
""
]
] | With the continuous increase of data daily published in knowledge bases across the Web, one of the main issues is regarding information relevance. In most knowledge bases, a triple (i.e., a statement composed by subject, predicate, and object) can be only true or false. However, triples can be assigned a score to have ... |
1906.06350 | Ekram Hossain | Ahmed Refaey, Karim Hammad, Sebastian Magierowski, and Ekram Hossain | A Blockchain Policy and Charging Control Framework for Roaming in
Cellular Networks | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As a technology foundation of cryptocurrencies, blockchain enables
decentralized peer-to-peer trading through consensus mechanisms without the
involvement of a third party. Blockchain has been regarded as an auspicious
technology for future cellular networks. It is able to provide solutions to
problems related to mob... | [
{
"created": "Fri, 14 Jun 2019 18:07:00 GMT",
"version": "v1"
}
] | 2019-06-18 | [
[
"Refaey",
"Ahmed",
""
],
[
"Hammad",
"Karim",
""
],
[
"Magierowski",
"Sebastian",
""
],
[
"Hossain",
"Ekram",
""
]
] | As a technology foundation of cryptocurrencies, blockchain enables decentralized peer-to-peer trading through consensus mechanisms without the involvement of a third party. Blockchain has been regarded as an auspicious technology for future cellular networks. It is able to provide solutions to problems related to mobil... |
2204.02964 | Yuxin Fang | Yuxin Fang, Shusheng Yang, Shijie Wang, Yixiao Ge, Ying Shan, Xinggang
Wang | Unleashing Vanilla Vision Transformer with Masked Image Modeling for
Object Detection | v2: more analysis & stronger results. Preprint. Work in progress.
Code and pre-trained models are available at https://github.com/hustvl/MIMDet | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present an approach to efficiently and effectively adapt a masked image
modeling (MIM) pre-trained vanilla Vision Transformer (ViT) for object
detection, which is based on our two novel observations: (i) A MIM pre-trained
vanilla ViT encoder can work surprisingly well in the challenging object-level
recognition sc... | [
{
"created": "Wed, 6 Apr 2022 17:59:04 GMT",
"version": "v1"
},
{
"created": "Thu, 19 May 2022 03:41:11 GMT",
"version": "v2"
}
] | 2022-05-20 | [
[
"Fang",
"Yuxin",
""
],
[
"Yang",
"Shusheng",
""
],
[
"Wang",
"Shijie",
""
],
[
"Ge",
"Yixiao",
""
],
[
"Shan",
"Ying",
""
],
[
"Wang",
"Xinggang",
""
]
] | We present an approach to efficiently and effectively adapt a masked image modeling (MIM) pre-trained vanilla Vision Transformer (ViT) for object detection, which is based on our two novel observations: (i) A MIM pre-trained vanilla ViT encoder can work surprisingly well in the challenging object-level recognition scen... |
1912.09893 | Federico Errica | Federico Errica, Marco Podda, Davide Bacciu, Alessio Micheli | A Fair Comparison of Graph Neural Networks for Graph Classification | Extended version of the paper published at the International
Conference on Learning Representations (ICLR), 2020. Additional results are
shown in the appendix | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Experimental reproducibility and replicability are critical topics in machine
learning. Authors have often raised concerns about their lack in scientific
publications to improve the quality of the field. Recently, the graph
representation learning field has attracted the attention of a wide research
community, which ... | [
{
"created": "Fri, 20 Dec 2019 15:40:50 GMT",
"version": "v1"
},
{
"created": "Tue, 7 Jan 2020 13:49:46 GMT",
"version": "v2"
},
{
"created": "Thu, 17 Feb 2022 20:19:28 GMT",
"version": "v3"
}
] | 2022-02-21 | [
[
"Errica",
"Federico",
""
],
[
"Podda",
"Marco",
""
],
[
"Bacciu",
"Davide",
""
],
[
"Micheli",
"Alessio",
""
]
] | Experimental reproducibility and replicability are critical topics in machine learning. Authors have often raised concerns about their lack in scientific publications to improve the quality of the field. Recently, the graph representation learning field has attracted the attention of a wide research community, which re... |
1305.4682 | Jiayi Chen | Jiayi Chen and Q. T. Zhang | Joint Space Decomposition-and-Synthesis Theory for K-User MIMO Channels:
Interference Alignment and DoF Region | Withdraw because lack of converse theorem for the result | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies DoF of interference alignment in K-user MIMO interference
channels.
| [
{
"created": "Tue, 21 May 2013 00:34:25 GMT",
"version": "v1"
},
{
"created": "Thu, 8 Aug 2013 00:49:56 GMT",
"version": "v2"
}
] | 2013-08-09 | [
[
"Chen",
"Jiayi",
""
],
[
"Zhang",
"Q. T.",
""
]
] | This paper studies DoF of interference alignment in K-user MIMO interference channels. |
2310.02970 | Erik J Bekkers | Erik J Bekkers, Sharvaree Vadgama, Rob D Hesselink, Putri A van der
Linden, David W Romero | Fast, Expressive SE$(n)$ Equivariant Networks through Weight-Sharing in
Position-Orientation Space | Our code is publicly available at https://github.com/ebekkers/ponita
. Published at ICLR 2024 | null | null | null | cs.LG math.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Based on the theory of homogeneous spaces we derive geometrically optimal
edge attributes to be used within the flexible message-passing framework. We
formalize the notion of weight sharing in convolutional networks as the sharing
of message functions over point-pairs that should be treated equally. We define
equival... | [
{
"created": "Wed, 4 Oct 2023 17:06:32 GMT",
"version": "v1"
},
{
"created": "Fri, 24 Nov 2023 08:48:32 GMT",
"version": "v2"
},
{
"created": "Fri, 15 Mar 2024 09:21:33 GMT",
"version": "v3"
}
] | 2024-03-18 | [
[
"Bekkers",
"Erik J",
""
],
[
"Vadgama",
"Sharvaree",
""
],
[
"Hesselink",
"Rob D",
""
],
[
"van der Linden",
"Putri A",
""
],
[
"Romero",
"David W",
""
]
] | Based on the theory of homogeneous spaces we derive geometrically optimal edge attributes to be used within the flexible message-passing framework. We formalize the notion of weight sharing in convolutional networks as the sharing of message functions over point-pairs that should be treated equally. We define equivalen... |
2101.08533 | Yunpeng Gong | Yunpeng Gong, Liqing Huang, Lifei Chen | Eliminate Deviation with Deviation for Data Augmentation and a General
Multi-modal Data Learning Method | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | One of the challenges of computer vision is that it needs to adapt to color
deviations in changeable environments. Therefore, minimizing the adverse
effects of color deviation on the prediction is one of the main goals of vision
task. Current solutions focus on using generative models to augment training
data to enha... | [
{
"created": "Thu, 21 Jan 2021 10:33:02 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Apr 2021 08:26:49 GMT",
"version": "v2"
},
{
"created": "Mon, 31 May 2021 15:15:14 GMT",
"version": "v3"
},
{
"created": "Tue, 1 Jun 2021 01:30:13 GMT",
"version": "v4"
},
{
"cre... | 2022-06-14 | [
[
"Gong",
"Yunpeng",
""
],
[
"Huang",
"Liqing",
""
],
[
"Chen",
"Lifei",
""
]
] | One of the challenges of computer vision is that it needs to adapt to color deviations in changeable environments. Therefore, minimizing the adverse effects of color deviation on the prediction is one of the main goals of vision task. Current solutions focus on using generative models to augment training data to enhanc... |
2209.14842 | Zafi Sherhan Syed | Muhammad Shehram Shah Syed, Zafi Sherhan Syed and Abbas Syed | Classification of Vocal Bursts for ACII 2022 A-VB-Type Competition using
Convolutional Neural Networks and Deep Acoustic Embeddings | Report for our submission to the ACII 2022 Affective Vocal Bursts
(A-VB) Competition | null | null | null | cs.SD eess.AS | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This report provides a brief description of our proposed solution for the
Vocal Burst Type classification task of the ACII 2022 Affective Vocal Bursts
(A-VB) Competition. We experimented with two approaches as part of our solution
for the task at hand. The first of which is based on convolutional neural
networks trai... | [
{
"created": "Thu, 29 Sep 2022 14:58:23 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Oct 2022 04:55:38 GMT",
"version": "v2"
}
] | 2022-10-14 | [
[
"Syed",
"Muhammad Shehram Shah",
""
],
[
"Syed",
"Zafi Sherhan",
""
],
[
"Syed",
"Abbas",
""
]
] | This report provides a brief description of our proposed solution for the Vocal Burst Type classification task of the ACII 2022 Affective Vocal Bursts (A-VB) Competition. We experimented with two approaches as part of our solution for the task at hand. The first of which is based on convolutional neural networks traine... |
1604.08137 | Valmir C. Barbosa | Fabiano de S. Oliveira, Valmir C. Barbosa | On the mediation of program allocation in high-demand environments | This version addresses a few minor issues and fixes a derivative | null | null | null | cs.DC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we challenge the widely accepted premise that, in order to
carry out a distributed computation, say on the cloud, users have to inform,
along with all the inputs that the algorithm in use requires, the number of
processors to be used. We discuss the complicated nature of deciding the value
of such param... | [
{
"created": "Wed, 27 Apr 2016 16:48:45 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Apr 2016 17:43:43 GMT",
"version": "v2"
},
{
"created": "Mon, 6 May 2019 17:48:56 GMT",
"version": "v3"
},
{
"created": "Fri, 20 Sep 2019 17:22:17 GMT",
"version": "v4"
}
] | 2019-09-23 | [
[
"Oliveira",
"Fabiano de S.",
""
],
[
"Barbosa",
"Valmir C.",
""
]
] | In this paper we challenge the widely accepted premise that, in order to carry out a distributed computation, say on the cloud, users have to inform, along with all the inputs that the algorithm in use requires, the number of processors to be used. We discuss the complicated nature of deciding the value of such paramet... |
2202.03316 | Fabio Saracco | Mattia Mattei, Manuel Pratelli, Guido Caldarelli, Marinella Petrocchi,
and Fabio Saracco | Bow-Tie Structures of Twitter Discursive Communities | 47 pages, 25 figures, 7 tables | Sci Rep 12, 12944 (2022) | 10.1038/s41598-022-16603-7 | null | cs.SI physics.data-an | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the analysis of Twitter debate, the recent literature focused on
discursive communities, i.e. clusters of accounts interacting among themselves
via retweets. In the present work, we studied discursive communities in 8
different thematic Twitter datasets in various languages. Surprisingly, we
observed that almost a... | [
{
"created": "Mon, 7 Feb 2022 16:01:03 GMT",
"version": "v1"
},
{
"created": "Tue, 28 Jun 2022 16:06:23 GMT",
"version": "v2"
}
] | 2022-08-01 | [
[
"Mattei",
"Mattia",
""
],
[
"Pratelli",
"Manuel",
""
],
[
"Caldarelli",
"Guido",
""
],
[
"Petrocchi",
"Marinella",
""
],
[
"Saracco",
"Fabio",
""
]
] | In the analysis of Twitter debate, the recent literature focused on discursive communities, i.e. clusters of accounts interacting among themselves via retweets. In the present work, we studied discursive communities in 8 different thematic Twitter datasets in various languages. Surprisingly, we observed that almost all... |
1710.00852 | Rui A. da Costa | N. A. M. Ara\'ujo, R. A. da Costa, S. N. Dorogovtsev, and J. F. F.
Mendes | Finding the optimal nets for self-folding Kirigami | 6 pages, 5 figures, Supplemental Material, Source Code | Phys. Rev. Lett. 120, 188001 (2018) | 10.1103/PhysRevLett.120.188001 | null | cs.DS cond-mat.soft cond-mat.stat-mech physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Three-dimensional shells can be synthesized from the spontaneous self-folding
of two-dimensional templates of interconnected panels, called nets. However,
some nets are more likely to self-fold into the desired shell under random
movements. The optimal nets are the ones that maximize the number of vertex
connections,... | [
{
"created": "Mon, 2 Oct 2017 18:11:45 GMT",
"version": "v1"
},
{
"created": "Sat, 7 Jul 2018 21:13:32 GMT",
"version": "v2"
}
] | 2018-07-10 | [
[
"Araújo",
"N. A. M.",
""
],
[
"da Costa",
"R. A.",
""
],
[
"Dorogovtsev",
"S. N.",
""
],
[
"Mendes",
"J. F. F.",
""
]
] | Three-dimensional shells can be synthesized from the spontaneous self-folding of two-dimensional templates of interconnected panels, called nets. However, some nets are more likely to self-fold into the desired shell under random movements. The optimal nets are the ones that maximize the number of vertex connections, i... |
2110.03800 | Yassaman Ommi Ms. | Yassaman Ommi, Matin Yousefabadi, Faezeh Faez, Amirmojtaba Sabour,
Mahdieh Soleymani Baghshah, Hamid R. Rabiee | CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation | null | null | 10.1145/3487553.3524721 | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph data structures are fundamental for studying connected entities. With
an increase in the number of applications where data is represented as graphs,
the problem of graph generation has recently become a hot topic. However,
despite its significance, conditional graph generation that creates graphs with
desired f... | [
{
"created": "Thu, 7 Oct 2021 21:24:07 GMT",
"version": "v1"
},
{
"created": "Mon, 25 Apr 2022 09:18:14 GMT",
"version": "v2"
}
] | 2022-04-26 | [
[
"Ommi",
"Yassaman",
""
],
[
"Yousefabadi",
"Matin",
""
],
[
"Faez",
"Faezeh",
""
],
[
"Sabour",
"Amirmojtaba",
""
],
[
"Baghshah",
"Mahdieh Soleymani",
""
],
[
"Rabiee",
"Hamid R.",
""
]
] | Graph data structures are fundamental for studying connected entities. With an increase in the number of applications where data is represented as graphs, the problem of graph generation has recently become a hot topic. However, despite its significance, conditional graph generation that creates graphs with desired fea... |
2303.14792 | Mehdi Delrobaei | Fateme Zare, Paniz Sedighi, Mehdi Delrobaei | A Wearable RFID-Based Navigation System for the Visually Impaired | 6 pages, 6 figures, 3 tables | null | 10.1109/ICRoM57054.2022.10025351 | null | cs.HC cs.SY eess.SY | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Recent studies have focused on developing advanced assistive devices to help
blind or visually impaired people. Navigation is challenging for this
community; however, developing a simple yet reliable navigation system is still
an unmet need. This study targets the navigation problem and proposes a
wearable assistive ... | [
{
"created": "Sun, 26 Mar 2023 18:30:57 GMT",
"version": "v1"
}
] | 2023-03-28 | [
[
"Zare",
"Fateme",
""
],
[
"Sedighi",
"Paniz",
""
],
[
"Delrobaei",
"Mehdi",
""
]
] | Recent studies have focused on developing advanced assistive devices to help blind or visually impaired people. Navigation is challenging for this community; however, developing a simple yet reliable navigation system is still an unmet need. This study targets the navigation problem and proposes a wearable assistive sy... |
2405.11819 | Chris C. Emezue | Chris Emezue | Beyond MLE: Investigating SEARNN for Low-Resourced Neural Machine
Translation | In fulfillment of the 2024 practical coursework of IFT6132 course:
https://www-labs.iro.umontreal.ca/~slacoste/teaching/ift6132/W24/ | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Structured prediction tasks, like machine translation, involve learning
functions that map structured inputs to structured outputs. Recurrent Neural
Networks (RNNs) have historically been a popular choice for such tasks,
including in natural language processing (NLP) applications. However, training
RNNs using Maximum... | [
{
"created": "Mon, 20 May 2024 06:28:43 GMT",
"version": "v1"
}
] | 2024-05-21 | [
[
"Emezue",
"Chris",
""
]
] | Structured prediction tasks, like machine translation, involve learning functions that map structured inputs to structured outputs. Recurrent Neural Networks (RNNs) have historically been a popular choice for such tasks, including in natural language processing (NLP) applications. However, training RNNs using Maximum L... |
1803.06911 | Sheng Jin | Sheng Jin | Unsupervised Semantic Deep Hashing | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, deep hashing methods have been proved to be efficient since
it employs convolutional neural network to learn features and hashing codes
simultaneously. However, these methods are mostly supervised. In real-world
application, it is a time-consuming and overloaded task for annotating a large
number of ... | [
{
"created": "Mon, 19 Mar 2018 13:42:23 GMT",
"version": "v1"
}
] | 2018-03-20 | [
[
"Jin",
"Sheng",
""
]
] | In recent years, deep hashing methods have been proved to be efficient since it employs convolutional neural network to learn features and hashing codes simultaneously. However, these methods are mostly supervised. In real-world application, it is a time-consuming and overloaded task for annotating a large number of im... |
2205.12673 | Prakhar Gupta | Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh, Shikib Mehri, Maxine Eskenazi
and Jeffrey P. Bigham | InstructDial: Improving Zero and Few-shot Generalization in Dialogue
through Instruction Tuning | EMNLP 2022 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Instruction tuning is an emergent paradigm in NLP wherein natural language
instructions are leveraged with language models to induce zero-shot performance
on unseen tasks. Instructions have been shown to enable good performance on
unseen tasks and datasets in both large and small language models. Dialogue is
an espec... | [
{
"created": "Wed, 25 May 2022 11:37:06 GMT",
"version": "v1"
},
{
"created": "Wed, 26 Oct 2022 17:10:03 GMT",
"version": "v2"
}
] | 2022-10-27 | [
[
"Gupta",
"Prakhar",
""
],
[
"Jiao",
"Cathy",
""
],
[
"Yeh",
"Yi-Ting",
""
],
[
"Mehri",
"Shikib",
""
],
[
"Eskenazi",
"Maxine",
""
],
[
"Bigham",
"Jeffrey P.",
""
]
] | Instruction tuning is an emergent paradigm in NLP wherein natural language instructions are leveraged with language models to induce zero-shot performance on unseen tasks. Instructions have been shown to enable good performance on unseen tasks and datasets in both large and small language models. Dialogue is an especia... |
2405.11554 | David Braun | David Braun | DAC-JAX: A JAX Implementation of the Descript Audio Codec | 5 pages, 3 figures, 2 tables | null | null | null | cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | We present an open-source implementation of the Descript Audio Codec (DAC)
using Google's JAX ecosystem of Flax, Optax, Orbax, AUX, and CLU. Our codebase
enables the reuse of model weights from the original PyTorch DAC, and we
confirm that the two implementations produce equivalent token sequences and
decoded audio i... | [
{
"created": "Sun, 19 May 2024 14:07:31 GMT",
"version": "v1"
}
] | 2024-05-21 | [
[
"Braun",
"David",
""
]
] | We present an open-source implementation of the Descript Audio Codec (DAC) using Google's JAX ecosystem of Flax, Optax, Orbax, AUX, and CLU. Our codebase enables the reuse of model weights from the original PyTorch DAC, and we confirm that the two implementations produce equivalent token sequences and decoded audio if ... |
1803.01126 | Fabio Calefato | Fabio Calefato, Giuseppe Iaffaldano, Filippo Lanubile, Bogdan
Vasilescu | On Developers' Personality in Large-scale Distributed Projects: The Case
of the Apache Ecosystem | In Proc. Int'l Conf. on Global Software Engineering (ICGSE'18),
Gothenburg, Sweden, May 28-29, 2018 | In Proc. Int'l Conf. on Global Software Engineering (ICGSE'18),
Gothenburg, Sweden, May 28-29, 2018 | 10.1145/3196369.3196372 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large-scale distributed projects are typically the results of collective
efforts performed by multiple developers, each one having a different
personality. The study of developers' personalities has the potential of
explaining their' behavior in various contexts. For example, the propensity to
trust others, a critica... | [
{
"created": "Sat, 3 Mar 2018 08:42:08 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Mar 2018 10:29:03 GMT",
"version": "v2"
},
{
"created": "Fri, 25 May 2018 14:14:28 GMT",
"version": "v3"
},
{
"created": "Mon, 24 Sep 2018 13:48:38 GMT",
"version": "v4"
}
] | 2021-07-30 | [
[
"Calefato",
"Fabio",
""
],
[
"Iaffaldano",
"Giuseppe",
""
],
[
"Lanubile",
"Filippo",
""
],
[
"Vasilescu",
"Bogdan",
""
]
] | Large-scale distributed projects are typically the results of collective efforts performed by multiple developers, each one having a different personality. The study of developers' personalities has the potential of explaining their' behavior in various contexts. For example, the propensity to trust others, a critical ... |
2103.00519 | Andreas Holzinger | Andreas Holzinger, Anna Saranti, Heimo Mueller | KANDINSKYPatterns -- An experimental exploration environment for Pattern
Analysis and Machine Intelligence | 12 pages, submitted to IEEE Transactions on Pattern Analysis and
Machine Intelligence (TPAMI), currently under review | null | null | null | cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Machine intelligence is very successful at standard recognition tasks when
having high-quality training data. There is still a significant gap between
machine-level pattern recognition and human-level concept learning. Humans can
learn under uncertainty from only a few examples and generalize these concepts
to solve ... | [
{
"created": "Sun, 28 Feb 2021 14:09:59 GMT",
"version": "v1"
}
] | 2021-03-02 | [
[
"Holzinger",
"Andreas",
""
],
[
"Saranti",
"Anna",
""
],
[
"Mueller",
"Heimo",
""
]
] | Machine intelligence is very successful at standard recognition tasks when having high-quality training data. There is still a significant gap between machine-level pattern recognition and human-level concept learning. Humans can learn under uncertainty from only a few examples and generalize these concepts to solve ne... |
2310.15931 | Weiye Zhang | Weiye Zhang, Wenshuai Yu, Licong Zhuang, Xiaoyi Zhang, Zhi Zeng and
Jiasong Zhu | GO-FEAP: Global Optimal UAV Planner Using Frontier-Omission-Aware
Exploration and Altitude-Stratified Planning | 7 pages,29 figures | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Autonomous exploration is a fundamental problem for various applications of
unmanned aerial vehicles(UAVs). Existing methods, however, are demonstrated to
static local optima and two-dimensional exploration. To address these
challenges, this paper introduces GO-FEAP (Global Optimal UAV Planner Using
Frontier-Omission... | [
{
"created": "Tue, 24 Oct 2023 15:28:06 GMT",
"version": "v1"
}
] | 2023-10-25 | [
[
"Zhang",
"Weiye",
""
],
[
"Yu",
"Wenshuai",
""
],
[
"Zhuang",
"Licong",
""
],
[
"Zhang",
"Xiaoyi",
""
],
[
"Zeng",
"Zhi",
""
],
[
"Zhu",
"Jiasong",
""
]
] | Autonomous exploration is a fundamental problem for various applications of unmanned aerial vehicles(UAVs). Existing methods, however, are demonstrated to static local optima and two-dimensional exploration. To address these challenges, this paper introduces GO-FEAP (Global Optimal UAV Planner Using Frontier-Omission-A... |
1804.04272 | Lars Ruthotto | Lars Ruthotto and Eldad Haber | Deep Neural Networks Motivated by Partial Differential Equations | 9 pages, 4 figures, 1 table | null | null | null | cs.LG math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Partial differential equations (PDEs) are indispensable for modeling many
physical phenomena and also commonly used for solving image processing tasks.
In the latter area, PDE-based approaches interpret image data as
discretizations of multivariate functions and the output of image processing
algorithms as solutions ... | [
{
"created": "Thu, 12 Apr 2018 01:40:55 GMT",
"version": "v1"
},
{
"created": "Mon, 10 Dec 2018 21:51:10 GMT",
"version": "v2"
}
] | 2018-12-12 | [
[
"Ruthotto",
"Lars",
""
],
[
"Haber",
"Eldad",
""
]
] | Partial differential equations (PDEs) are indispensable for modeling many physical phenomena and also commonly used for solving image processing tasks. In the latter area, PDE-based approaches interpret image data as discretizations of multivariate functions and the output of image processing algorithms as solutions to... |
1608.05347 | Feras Saad | Feras Saad, Vikash Mansinghka | Probabilistic Data Analysis with Probabilistic Programming | null | null | null | null | cs.AI cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Probabilistic techniques are central to data analysis, but different
approaches can be difficult to apply, combine, and compare. This paper
introduces composable generative population models (CGPMs), a computational
abstraction that extends directed graphical models and can be used to describe
and compose a broad cla... | [
{
"created": "Thu, 18 Aug 2016 17:47:53 GMT",
"version": "v1"
}
] | 2016-08-19 | [
[
"Saad",
"Feras",
""
],
[
"Mansinghka",
"Vikash",
""
]
] | Probabilistic techniques are central to data analysis, but different approaches can be difficult to apply, combine, and compare. This paper introduces composable generative population models (CGPMs), a computational abstraction that extends directed graphical models and can be used to describe and compose a broad class... |
1405.1655 | Abuzer Yakaryilmaz | Abuzer Yakaryilmaz and A. C. Cem Say, and H. G\"okalp Demirci | Debates with small transparent quantum verifiers | 18 pages. A revised and extended version. A preliminary version
appeared in the proceedings of DLT2014 | null | null | null | cs.CC cs.FL quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study a model where two opposing provers debate over the membership status
of a given string in a language, trying to convince a weak verifier whose coins
are visible to all. We show that the incorporation of just two qubits to an
otherwise classical constant-space verifier raises the class of debatable
languages ... | [
{
"created": "Wed, 7 May 2014 16:08:56 GMT",
"version": "v1"
},
{
"created": "Thu, 9 Jul 2015 22:55:20 GMT",
"version": "v2"
}
] | 2015-07-13 | [
[
"Yakaryilmaz",
"Abuzer",
""
],
[
"Say",
"A. C. Cem",
""
],
[
"Demirci",
"H. Gökalp",
""
]
] | We study a model where two opposing provers debate over the membership status of a given string in a language, trying to convince a weak verifier whose coins are visible to all. We show that the incorporation of just two qubits to an otherwise classical constant-space verifier raises the class of debatable languages fr... |
1504.00774 | Hiro Ito | Hiro Ito (UEC, Japan and CREST, JST, Japan) and Takahiro Ueda (Komatsu
Ltd., Japan) | How to solve the cake-cutting problem in sublinear time | 15 pages, no figure | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we show algorithms for solving the cake-cutting problem in
sublinear-time. More specifically, we preassign (simple) fair portions to o(n)
players in o(n)-time, and minimize the damage to the rest of the players. All
currently known algorithms require Omega(n)-time, even when assigning a portion
to just... | [
{
"created": "Fri, 3 Apr 2015 08:24:31 GMT",
"version": "v1"
},
{
"created": "Thu, 23 Jul 2015 10:48:52 GMT",
"version": "v2"
}
] | 2015-07-24 | [
[
"Ito",
"Hiro",
"",
"UEC, Japan and CREST, JST, Japan"
],
[
"Ueda",
"Takahiro",
"",
"Komatsu\n Ltd., Japan"
]
] | In this paper, we show algorithms for solving the cake-cutting problem in sublinear-time. More specifically, we preassign (simple) fair portions to o(n) players in o(n)-time, and minimize the damage to the rest of the players. All currently known algorithms require Omega(n)-time, even when assigning a portion to just o... |
1706.02828 | Juan David Arcila Moreno | Juan David Arcila Moreno, Santiago Passos and Mauricio Toro | On-line Assembling Mitochondrial DNA from de novo transcriptome | 3 pages | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is focused in designing an efficient on-line algorithm to
reconstruct a DNA sequence and search the genes in it, we assume that the
segment have no mutation or reading error, the algorithm is based on de Bruijn
Graph for reconstructing the DNA from the segments taking k-mers large enough
no to generate cyc... | [
{
"created": "Fri, 9 Jun 2017 04:04:18 GMT",
"version": "v1"
}
] | 2017-06-12 | [
[
"Moreno",
"Juan David Arcila",
""
],
[
"Passos",
"Santiago",
""
],
[
"Toro",
"Mauricio",
""
]
] | This paper is focused in designing an efficient on-line algorithm to reconstruct a DNA sequence and search the genes in it, we assume that the segment have no mutation or reading error, the algorithm is based on de Bruijn Graph for reconstructing the DNA from the segments taking k-mers large enough no to generate cycle... |
1806.04234 | Ulle Endriss | Ulle Endriss | Lecture Notes on Fair Division | null | null | null | null | cs.AI cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fair division is the problem of dividing one or several goods amongst two or
more agents in a way that satisfies a suitable fairness criterion. These Notes
provide a succinct introduction to the field. We cover three main topics.
First, we need to define what is to be understood by a "fair" allocation of
goods to ind... | [
{
"created": "Mon, 11 Jun 2018 20:41:23 GMT",
"version": "v1"
}
] | 2018-06-13 | [
[
"Endriss",
"Ulle",
""
]
] | Fair division is the problem of dividing one or several goods amongst two or more agents in a way that satisfies a suitable fairness criterion. These Notes provide a succinct introduction to the field. We cover three main topics. First, we need to define what is to be understood by a "fair" allocation of goods to indiv... |
2404.15436 | Simon Baeuerle | Alina Pleli, Simon Baeuerle, Michel Janus, Jonas Barth, Ralf Mikut,
Hendrik P. A. Lensch | Iterative Cluster Harvesting for Wafer Map Defect Patterns | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unsupervised clustering of wafer map defect patterns is challenging because
the appearance of certain defect patterns varies significantly. This includes
changing shape, location, density, and rotation of the defect area on the
wafer. We present a harvesting approach, which can cluster even challenging
defect pattern... | [
{
"created": "Tue, 23 Apr 2024 18:26:11 GMT",
"version": "v1"
}
] | 2024-04-25 | [
[
"Pleli",
"Alina",
""
],
[
"Baeuerle",
"Simon",
""
],
[
"Janus",
"Michel",
""
],
[
"Barth",
"Jonas",
""
],
[
"Mikut",
"Ralf",
""
],
[
"Lensch",
"Hendrik P. A.",
""
]
] | Unsupervised clustering of wafer map defect patterns is challenging because the appearance of certain defect patterns varies significantly. This includes changing shape, location, density, and rotation of the defect area on the wafer. We present a harvesting approach, which can cluster even challenging defect patterns ... |
2207.00928 | Jing Li | Qidan Zhu, Jing Li, Fei Yuan, Quan Gan | Continuous Sign Language Recognition via Temporal Super-Resolution
Network | 13 pages, 11 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Aiming at the problem that the spatial-temporal hierarchical continuous sign
language recognition model based on deep learning has a large amount of
computation, which limits the real-time application of the model, this paper
proposes a temporal super-resolution network(TSRNet). The data is reconstructed
into a dense... | [
{
"created": "Sun, 3 Jul 2022 00:55:45 GMT",
"version": "v1"
}
] | 2022-07-05 | [
[
"Zhu",
"Qidan",
""
],
[
"Li",
"Jing",
""
],
[
"Yuan",
"Fei",
""
],
[
"Gan",
"Quan",
""
]
] | Aiming at the problem that the spatial-temporal hierarchical continuous sign language recognition model based on deep learning has a large amount of computation, which limits the real-time application of the model, this paper proposes a temporal super-resolution network(TSRNet). The data is reconstructed into a dense f... |
2302.06174 | Daniel Hienert | Ricardo Schiffers, Dagmar Kern, Daniel Hienert | Evaluation of Word Embeddings for the Social Sciences | null | In Proceedings of the 6th Joint SIGHUM Workshop on Computational
Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature
2022, edited by Stefania Degaetano, Anna Kazantseva, Nils Reiter, and Stan
Szpakowicz, 1-6 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Word embeddings are an essential instrument in many NLP tasks. Most available
resources are trained on general language from Web corpora or Wikipedia dumps.
However, word embeddings for domain-specific language are rare, in particular
for the social science domain. Therefore, in this work, we describe the
creation an... | [
{
"created": "Mon, 13 Feb 2023 08:23:03 GMT",
"version": "v1"
}
] | 2023-02-14 | [
[
"Schiffers",
"Ricardo",
""
],
[
"Kern",
"Dagmar",
""
],
[
"Hienert",
"Daniel",
""
]
] | Word embeddings are an essential instrument in many NLP tasks. Most available resources are trained on general language from Web corpora or Wikipedia dumps. However, word embeddings for domain-specific language are rare, in particular for the social science domain. Therefore, in this work, we describe the creation and ... |
1706.05254 | Margaretha Gansterer | Margaretha Gansterer and Richard F. Hartl | Collaborative vehicle routing: a survey | null | null | null | null | cs.MA cs.AI cs.CY math.OC physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In horizontal collaborations, carriers form coalitions in order to perform
parts of their logistics operations jointly. By exchanging transportation
requests among each other, they can operate more efficiently and in a more
sustainable way. Collaborative vehicle routing has been extensively discussed
in the literatur... | [
{
"created": "Tue, 13 Jun 2017 20:21:00 GMT",
"version": "v1"
}
] | 2017-06-19 | [
[
"Gansterer",
"Margaretha",
""
],
[
"Hartl",
"Richard F.",
""
]
] | In horizontal collaborations, carriers form coalitions in order to perform parts of their logistics operations jointly. By exchanging transportation requests among each other, they can operate more efficiently and in a more sustainable way. Collaborative vehicle routing has been extensively discussed in the literature.... |
2108.11994 | Melika Golestani | Melika Golestani, Seyedeh Zahra Razavi, and Heshaam Faili | A New Sentence Ordering Method Using BERT Pretrained Model | 7 pages, 4 figures, 2020 11th International Conference on Information
and Knowledge Technology (IKT) | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Building systems with capability of natural language understanding (NLU) has
been one of the oldest areas of AI. An essential component of NLU is to detect
logical succession of events contained in a text. The task of sentence ordering
is proposed to learn succession of events with applications in AI tasks. The
perfo... | [
{
"created": "Thu, 26 Aug 2021 18:47:15 GMT",
"version": "v1"
}
] | 2021-08-30 | [
[
"Golestani",
"Melika",
""
],
[
"Razavi",
"Seyedeh Zahra",
""
],
[
"Faili",
"Heshaam",
""
]
] | Building systems with capability of natural language understanding (NLU) has been one of the oldest areas of AI. An essential component of NLU is to detect logical succession of events contained in a text. The task of sentence ordering is proposed to learn succession of events with applications in AI tasks. The perform... |
2308.12490 | Yu-Wen Chen | Yu-Wen Chen, Zhou Yu, Julia Hirschberg | MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open
Response Scenarios | INTERSPEECH 2024 | null | null | null | cs.CL cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Pronunciation assessment models designed for open response scenarios enable
users to practice language skills in a manner similar to real-life
communication. However, previous open-response pronunciation assessment models
have predominantly focused on a single pronunciation task, such as
sentence-level accuracy, rath... | [
{
"created": "Thu, 24 Aug 2023 01:24:09 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Jun 2024 02:16:42 GMT",
"version": "v2"
}
] | 2024-06-06 | [
[
"Chen",
"Yu-Wen",
""
],
[
"Yu",
"Zhou",
""
],
[
"Hirschberg",
"Julia",
""
]
] | Pronunciation assessment models designed for open response scenarios enable users to practice language skills in a manner similar to real-life communication. However, previous open-response pronunciation assessment models have predominantly focused on a single pronunciation task, such as sentence-level accuracy, rather... |
2406.19934 | Chuanqi Cheng | Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan | From the Least to the Most: Building a Plug-and-Play Visual Reasoner via
Data Synthesis | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We explore multi-step reasoning in vision-language models (VLMs). The problem
is challenging, as reasoning data consisting of multiple steps of visual and
language processing are barely available. To overcome the challenge, we first
introduce a least-to-most visual reasoning paradigm, which interleaves steps of
decom... | [
{
"created": "Fri, 28 Jun 2024 14:04:10 GMT",
"version": "v1"
}
] | 2024-07-01 | [
[
"Cheng",
"Chuanqi",
""
],
[
"Guan",
"Jian",
""
],
[
"Wu",
"Wei",
""
],
[
"Yan",
"Rui",
""
]
] | We explore multi-step reasoning in vision-language models (VLMs). The problem is challenging, as reasoning data consisting of multiple steps of visual and language processing are barely available. To overcome the challenge, we first introduce a least-to-most visual reasoning paradigm, which interleaves steps of decompo... |
2311.13008 | Tobin South | Alex Berke, Tobin South, Robert Mahari, Kent Larson, Alex Pentland | zkTax: A pragmatic way to support zero-knowledge tax disclosures | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by-sa/4.0/ | Tax returns contain key financial information of interest to third parties:
public officials are asked to share financial data for transparency, companies
seek to assess the financial status of business partners, and individuals need
to prove their income to landlords or to receive benefits. Tax returns also
contain ... | [
{
"created": "Tue, 21 Nov 2023 21:34:10 GMT",
"version": "v1"
},
{
"created": "Sun, 24 Mar 2024 13:54:08 GMT",
"version": "v2"
}
] | 2024-03-26 | [
[
"Berke",
"Alex",
""
],
[
"South",
"Tobin",
""
],
[
"Mahari",
"Robert",
""
],
[
"Larson",
"Kent",
""
],
[
"Pentland",
"Alex",
""
]
] | Tax returns contain key financial information of interest to third parties: public officials are asked to share financial data for transparency, companies seek to assess the financial status of business partners, and individuals need to prove their income to landlords or to receive benefits. Tax returns also contain se... |
cs/0502003 | Sandor P. Fekete | Alexander Kroeller, Dennis Pfisterer, Carsten Buschmann, Sandor P.
Fekete, and Stefan Fischer | Shawn: A new approach to simulating wireless sensor networks | 10 pages, 2 figures, 2 tables, Latex, to appear in Design, Analysis,
and Simulation of Distributed Systems 2005 | null | null | null | cs.DC cs.PF | null | We consider the simulation of wireless sensor networks (WSN) using a new
approach. We present Shawn, an open-source discrete-event simulator that has
considerable differences to all other existing simulators. Shawn is very
powerful in simulating large scale networks with an abstract point of view. It
is, to the best ... | [
{
"created": "Tue, 1 Feb 2005 12:23:26 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Kroeller",
"Alexander",
""
],
[
"Pfisterer",
"Dennis",
""
],
[
"Buschmann",
"Carsten",
""
],
[
"Fekete",
"Sandor P.",
""
],
[
"Fischer",
"Stefan",
""
]
] | We consider the simulation of wireless sensor networks (WSN) using a new approach. We present Shawn, an open-source discrete-event simulator that has considerable differences to all other existing simulators. Shawn is very powerful in simulating large scale networks with an abstract point of view. It is, to the best of... |
1402.7216 | Jana Paz\'urikov\'a | Jana Paz\'urikov\'a | Large-Scale Molecular Dynamics Simulations for Highly Parallel
Infrastructures | thesis proposal | null | null | null | cs.DC cs.CE physics.comp-ph | http://creativecommons.org/licenses/by-nc-sa/3.0/ | Computational chemistry allows researchers to experiment in sillico: by
running a computer simulations of a biological or chemical processes of
interest. Molecular dynamics with molecular mechanics model of interactions
simulates N-body problem of atoms$-$it computes movements of atoms according to
Newtonian physics ... | [
{
"created": "Fri, 28 Feb 2014 11:59:08 GMT",
"version": "v1"
}
] | 2014-03-03 | [
[
"Pazúriková",
"Jana",
""
]
] | Computational chemistry allows researchers to experiment in sillico: by running a computer simulations of a biological or chemical processes of interest. Molecular dynamics with molecular mechanics model of interactions simulates N-body problem of atoms$-$it computes movements of atoms according to Newtonian physics an... |
0704.3646 | Joseph Y. Halpern | Ittai Abraham, Danny Dolev, and Joseph Y. Halpern | Lower Bounds on Implementing Robust and Resilient Mediators | null | null | null | null | cs.GT cs.CR cs.DC | null | We consider games that have (k,t)-robust equilibria when played with a
mediator, where an equilibrium is (k,t)-robust if it tolerates deviations by
coalitions of size up to k and deviations by up to $t$ players with unknown
utilities. We prove lower bounds that match upper bounds on the ability to
implement such medi... | [
{
"created": "Fri, 27 Apr 2007 01:32:15 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Dec 2007 22:17:40 GMT",
"version": "v2"
}
] | 2007-12-07 | [
[
"Abraham",
"Ittai",
""
],
[
"Dolev",
"Danny",
""
],
[
"Halpern",
"Joseph Y.",
""
]
] | We consider games that have (k,t)-robust equilibria when played with a mediator, where an equilibrium is (k,t)-robust if it tolerates deviations by coalitions of size up to k and deviations by up to $t$ players with unknown utilities. We prove lower bounds that match upper bounds on the ability to implement such mediat... |
2109.02613 | Deepak Sridhar | Deepak Sridhar, Niamul Quader, Srikanth Muralidharan, Yaoxin Li, Peng
Dai, Juwei Lu | Class Semantics-based Attention for Action Detection | Accepted to ICCV 2021 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Action localization networks are often structured as a feature encoder
sub-network and a localization sub-network, where the feature encoder learns to
transform an input video to features that are useful for the localization
sub-network to generate reliable action proposals. While some of the encoded
features may be ... | [
{
"created": "Mon, 6 Sep 2021 17:22:46 GMT",
"version": "v1"
}
] | 2021-09-07 | [
[
"Sridhar",
"Deepak",
""
],
[
"Quader",
"Niamul",
""
],
[
"Muralidharan",
"Srikanth",
""
],
[
"Li",
"Yaoxin",
""
],
[
"Dai",
"Peng",
""
],
[
"Lu",
"Juwei",
""
]
] | Action localization networks are often structured as a feature encoder sub-network and a localization sub-network, where the feature encoder learns to transform an input video to features that are useful for the localization sub-network to generate reliable action proposals. While some of the encoded features may be mo... |
1904.10215 | Mordechai Shalom | Yuval Emek, Shay Kutten, Mordechai Shalom, Shmuel Zaks | Multicast Communications in Tree Networks with Heterogeneous Capacity
Constraints | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A widely studied problem in communication networks is that of finding the
maximum number of communication requests that can be scheduled concurrently,
subject to node and/or link capacity constraints. In this paper, we consider
the problem of finding the largest number of multicast communication requests
that can be ... | [
{
"created": "Tue, 23 Apr 2019 09:13:36 GMT",
"version": "v1"
},
{
"created": "Fri, 22 May 2020 14:27:42 GMT",
"version": "v2"
}
] | 2020-05-25 | [
[
"Emek",
"Yuval",
""
],
[
"Kutten",
"Shay",
""
],
[
"Shalom",
"Mordechai",
""
],
[
"Zaks",
"Shmuel",
""
]
] | A widely studied problem in communication networks is that of finding the maximum number of communication requests that can be scheduled concurrently, subject to node and/or link capacity constraints. In this paper, we consider the problem of finding the largest number of multicast communication requests that can be se... |
1608.04738 | Shenjian Zhao | Shenjian Zhao, Zhihua Zhang | An Efficient Character-Level Neural Machine Translation | null | null | null | null | cs.CL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural machine translation aims at building a single large neural network
that can be trained to maximize translation performance. The encoder-decoder
architecture with an attention mechanism achieves a translation performance
comparable to the existing state-of-the-art phrase-based systems on the task of
English-to-... | [
{
"created": "Tue, 16 Aug 2016 07:44:02 GMT",
"version": "v1"
},
{
"created": "Fri, 19 Aug 2016 06:49:32 GMT",
"version": "v2"
}
] | 2016-08-22 | [
[
"Zhao",
"Shenjian",
""
],
[
"Zhang",
"Zhihua",
""
]
] | Neural machine translation aims at building a single large neural network that can be trained to maximize translation performance. The encoder-decoder architecture with an attention mechanism achieves a translation performance comparable to the existing state-of-the-art phrase-based systems on the task of English-to-Fr... |
1912.01798 | Charlie Hou | Charlie Hou and Mingxun Zhou and Yan Ji and Phil Daian and Florian
Tramer and Giulia Fanti and Ari Juels | SquirRL: Automating Attack Analysis on Blockchain Incentive Mechanisms
with Deep Reinforcement Learning | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Incentive mechanisms are central to the functionality of permissionless
blockchains: they incentivize participants to run and secure the underlying
consensus protocol. Designing incentive-compatible incentive mechanisms is
notoriously challenging, however. As a result, most public blockchains today
use incentive mech... | [
{
"created": "Wed, 4 Dec 2019 04:48:21 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Aug 2020 19:02:57 GMT",
"version": "v2"
}
] | 2020-08-06 | [
[
"Hou",
"Charlie",
""
],
[
"Zhou",
"Mingxun",
""
],
[
"Ji",
"Yan",
""
],
[
"Daian",
"Phil",
""
],
[
"Tramer",
"Florian",
""
],
[
"Fanti",
"Giulia",
""
],
[
"Juels",
"Ari",
""
]
] | Incentive mechanisms are central to the functionality of permissionless blockchains: they incentivize participants to run and secure the underlying consensus protocol. Designing incentive-compatible incentive mechanisms is notoriously challenging, however. As a result, most public blockchains today use incentive mechan... |
1502.00724 | Amal Saha | Amal Saha, Sugata Sanyal | Review of Considerations for Mobile Device based Secure Access to
Financial Services and Risk Handling Strategy for CIOs, CISOs and CTOs | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The information technology and security stakeholders like CIOs, CISOs and
CTOs in financial services organization are often asked to identify the risks
with mobile computing channel for financial services that they support. They
are also asked to come up with approaches for handling risks, define risk
acceptance leve... | [
{
"created": "Tue, 3 Feb 2015 03:44:32 GMT",
"version": "v1"
}
] | 2015-02-04 | [
[
"Saha",
"Amal",
""
],
[
"Sanyal",
"Sugata",
""
]
] | The information technology and security stakeholders like CIOs, CISOs and CTOs in financial services organization are often asked to identify the risks with mobile computing channel for financial services that they support. They are also asked to come up with approaches for handling risks, define risk acceptance level ... |
cs/0204009 | Thomas Eiter | Thomas Eiter, Georg Gottlob, and Kazuhisa Makino | New Results on Monotone Dualization and Generating Hypergraph
Transversals | Removed some minor errors. A shorter version of this paper appears
in: Proceedings of the 34th ACM Symposium on Theory of Computing (STOC-02),
May 19-21, 2002, Montreal, Quebec, Canada | null | null | INFSYS RR-1843-02-05, Institut f. Informationssysteme, TU Wien,
April 2002 | cs.DS cs.CC | null | We consider the problem of dualizing a monotone CNF (equivalently, computing
all minimal transversals of a hypergraph), whose associated decision problem is
a prominent open problem in NP-completeness. We present a number of new
polynomial time resp. output-polynomial time results for significant cases,
which largely... | [
{
"created": "Thu, 4 Apr 2002 19:23:49 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Apr 2002 00:25:11 GMT",
"version": "v2"
},
{
"created": "Fri, 26 Apr 2002 10:47:18 GMT",
"version": "v3"
}
] | 2007-05-23 | [
[
"Eiter",
"Thomas",
""
],
[
"Gottlob",
"Georg",
""
],
[
"Makino",
"Kazuhisa",
""
]
] | We consider the problem of dualizing a monotone CNF (equivalently, computing all minimal transversals of a hypergraph), whose associated decision problem is a prominent open problem in NP-completeness. We present a number of new polynomial time resp. output-polynomial time results for significant cases, which largely a... |
2201.12347 | Varun Ojha | Chandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Ojha | Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons | null | Artificial Neural Networks and Machine Learning ICANN 2021 | 10.1007/978-3-030-86362-3_2 | null | cs.LG cs.CR | http://creativecommons.org/licenses/by/4.0/ | We identify fragile and robust neurons of deep learning architectures using
nodal dropouts of the first convolutional layer. Using an adversarial targeting
algorithm, we correlate these neurons with the distribution of adversarial
attacks on the network. Adversarial robustness of neural networks has gained
significan... | [
{
"created": "Mon, 31 Jan 2022 14:34:07 GMT",
"version": "v1"
}
] | 2022-02-01 | [
[
"Pravin",
"Chandresh",
""
],
[
"Martino",
"Ivan",
""
],
[
"Nicosia",
"Giuseppe",
""
],
[
"Ojha",
"Varun",
""
]
] | We identify fragile and robust neurons of deep learning architectures using nodal dropouts of the first convolutional layer. Using an adversarial targeting algorithm, we correlate these neurons with the distribution of adversarial attacks on the network. Adversarial robustness of neural networks has gained significant ... |
2109.05752 | Anhad Bhati | Anhad Bhati, Sibi Raj B. Pillai, Rahul Vaze | On the Age of Information of a Queuing System with Heterogeneous Servers | 6 pages, 4 figures. Appeared in NCC 2021, IIT Kanpur | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | An optimal control problem with heterogeneous servers to minimize the average
age of information (AoI) is considered. Each server maintains a separate queue,
and each packet arriving to the system is randomly routed to one of the
servers. Assuming Poisson arrivals and exponentially distributed service times,
we first... | [
{
"created": "Mon, 13 Sep 2021 07:23:41 GMT",
"version": "v1"
},
{
"created": "Tue, 14 Sep 2021 11:34:00 GMT",
"version": "v2"
}
] | 2021-09-15 | [
[
"Bhati",
"Anhad",
""
],
[
"Pillai",
"Sibi Raj B.",
""
],
[
"Vaze",
"Rahul",
""
]
] | An optimal control problem with heterogeneous servers to minimize the average age of information (AoI) is considered. Each server maintains a separate queue, and each packet arriving to the system is randomly routed to one of the servers. Assuming Poisson arrivals and exponentially distributed service times, we first d... |
1512.02179 | Kevin P. Costello | Marek Chrobak, Kevin P. Costello | Faster Information Gathering in Ad-Hoc Radio Tree Networks | Full version; extended abstract to appear in LATIN '16 | null | null | null | cs.DS cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study information gathering in ad-hoc radio networks. Initially, each node
of the network has a piece of information called a rumor, and the overall
objective is to gather all these rumors in the designated target node. The
ad-hoc property refers to the fact that the topology of the network is unknown
when the com... | [
{
"created": "Mon, 7 Dec 2015 19:21:59 GMT",
"version": "v1"
}
] | 2015-12-08 | [
[
"Chrobak",
"Marek",
""
],
[
"Costello",
"Kevin P.",
""
]
] | We study information gathering in ad-hoc radio networks. Initially, each node of the network has a piece of information called a rumor, and the overall objective is to gather all these rumors in the designated target node. The ad-hoc property refers to the fact that the topology of the network is unknown when the compu... |
2107.13361 | Yu Huang | Yu Huang, Gary G. Yen and Vincent S. Tseng | Snippet Policy Network for Multi-class Varied-length ECG Early
Classification | null | null | null | null | cs.LG eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Arrhythmia detection from ECG is an important research subject in the
prevention and diagnosis of cardiovascular diseases. The prevailing studies
formulate arrhythmia detection from ECG as a time series classification
problem. Meanwhile, early detection of arrhythmia presents a real-world demand
for early prevention ... | [
{
"created": "Wed, 28 Jul 2021 13:47:31 GMT",
"version": "v1"
}
] | 2021-07-29 | [
[
"Huang",
"Yu",
""
],
[
"Yen",
"Gary G.",
""
],
[
"Tseng",
"Vincent S.",
""
]
] | Arrhythmia detection from ECG is an important research subject in the prevention and diagnosis of cardiovascular diseases. The prevailing studies formulate arrhythmia detection from ECG as a time series classification problem. Meanwhile, early detection of arrhythmia presents a real-world demand for early prevention an... |
2301.03319 | Vincent Vandeghinste | Vincent Vandeghinste, Oliver Guhr | FullStop:Punctuation and Segmentation Prediction for Dutch with
Transformers | 18 pages | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by-sa/4.0/ | When applying automated speech recognition (ASR) for Belgian Dutch (Van Dyck
et al. 2021), the output consists of an unsegmented stream of words, without
any punctuation. A next step is to perform segmentation and insert punctuation,
making the ASR output more readable and easy to manually correct. As far as we
know ... | [
{
"created": "Mon, 9 Jan 2023 13:12:05 GMT",
"version": "v1"
}
] | 2023-01-10 | [
[
"Vandeghinste",
"Vincent",
""
],
[
"Guhr",
"Oliver",
""
]
] | When applying automated speech recognition (ASR) for Belgian Dutch (Van Dyck et al. 2021), the output consists of an unsegmented stream of words, without any punctuation. A next step is to perform segmentation and insert punctuation, making the ASR output more readable and easy to manually correct. As far as we know th... |
1806.03621 | Lei Xie | Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma, Haizhou
Li | Learning Acoustic Word Embeddings with Temporal Context for
Query-by-Example Speech Search | 5 pages, 4 figures, INTERSPEECH 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose to learn acoustic word embeddings with temporal context for
query-by-example (QbE) speech search. The temporal context includes the leading
and trailing word sequences of a word. We assume that there exist spoken word
pairs in the training database. We pad the word pairs with their original
temporal contex... | [
{
"created": "Sun, 10 Jun 2018 09:40:08 GMT",
"version": "v1"
},
{
"created": "Sun, 17 Jun 2018 07:38:18 GMT",
"version": "v2"
}
] | 2018-06-19 | [
[
"Yuan",
"Yougen",
""
],
[
"Leung",
"Cheung-Chi",
""
],
[
"Xie",
"Lei",
""
],
[
"Chen",
"Hongjie",
""
],
[
"Ma",
"Bin",
""
],
[
"Li",
"Haizhou",
""
]
] | We propose to learn acoustic word embeddings with temporal context for query-by-example (QbE) speech search. The temporal context includes the leading and trailing word sequences of a word. We assume that there exist spoken word pairs in the training database. We pad the word pairs with their original temporal context ... |
2407.03791 | Florian Schneider | Florian Schneider and Sunayana Sitaram | M$\mathbf5$ -- A Diverse Benchmark to Assess the Performance of Large
Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Since the release of ChatGPT, the field of Natural Language Processing has
experienced rapid advancements, particularly in Large Language Models (LLMs)
and their multimodal counterparts, Large Multimodal Models (LMMs). Despite
their impressive capabilities, LLMs often exhibit significant performance
disparities acros... | [
{
"created": "Thu, 4 Jul 2024 09:55:04 GMT",
"version": "v1"
}
] | 2024-07-08 | [
[
"Schneider",
"Florian",
""
],
[
"Sitaram",
"Sunayana",
""
]
] | Since the release of ChatGPT, the field of Natural Language Processing has experienced rapid advancements, particularly in Large Language Models (LLMs) and their multimodal counterparts, Large Multimodal Models (LMMs). Despite their impressive capabilities, LLMs often exhibit significant performance disparities across ... |
2407.08733 | Zihao Zhou | Zihao Zhou, Shudong Liu, Maizhen Ning, Wei Liu, Jindong Wang, Derek F.
Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang | Is Your Model Really A Good Math Reasoner? Evaluating Mathematical
Reasoning with Checklist | 35 pages, 10 figures, preprint | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Exceptional mathematical reasoning ability is one of the key features that
demonstrate the power of large language models (LLMs). How to comprehensively
define and evaluate the mathematical abilities of LLMs, and even reflect the
user experience in real-world scenarios, has emerged as a critical issue.
Current benchm... | [
{
"created": "Thu, 11 Jul 2024 17:58:58 GMT",
"version": "v1"
}
] | 2024-07-12 | [
[
"Zhou",
"Zihao",
""
],
[
"Liu",
"Shudong",
""
],
[
"Ning",
"Maizhen",
""
],
[
"Liu",
"Wei",
""
],
[
"Wang",
"Jindong",
""
],
[
"Wong",
"Derek F.",
""
],
[
"Huang",
"Xiaowei",
""
],
[
"Wang",
"Qi... | Exceptional mathematical reasoning ability is one of the key features that demonstrate the power of large language models (LLMs). How to comprehensively define and evaluate the mathematical abilities of LLMs, and even reflect the user experience in real-world scenarios, has emerged as a critical issue. Current benchmar... |
2210.12581 | Pei Liu | Pei Liu, Xiaoyu Sun, Yanjie Zhao, Yonghui Liu, John Grundy, and Li Li | A First Look at CI/CD Adoptions in Open-Source Android Apps | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Continuous Integration (CI) and Continuous Delivery (CD) have been
demonstrated to be effective in facilitating software building, testing, and
deployment. Many research studies have investigated and subsequently improved
their working processes. Unfortunately, such research efforts have largely not
touched on the us... | [
{
"created": "Sun, 23 Oct 2022 00:34:10 GMT",
"version": "v1"
}
] | 2022-10-25 | [
[
"Liu",
"Pei",
""
],
[
"Sun",
"Xiaoyu",
""
],
[
"Zhao",
"Yanjie",
""
],
[
"Liu",
"Yonghui",
""
],
[
"Grundy",
"John",
""
],
[
"Li",
"Li",
""
]
] | Continuous Integration (CI) and Continuous Delivery (CD) have been demonstrated to be effective in facilitating software building, testing, and deployment. Many research studies have investigated and subsequently improved their working processes. Unfortunately, such research efforts have largely not touched on the usag... |
0911.5143 | MohammadHossein Bateni | MohammadHossein Bateni and MohammadTaghi Hajiaghayi and D\'aniel Marx | Approximation Schemes for Steiner Forest on Planar Graphs and Graphs of
Bounded Treewidth | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We give the first polynomial-time approximation scheme (PTAS) for the Steiner
forest problem on planar graphs and, more generally, on graphs of bounded
genus. As a first step, we show how to build a Steiner forest spanner for such
graphs. The crux of the process is a clustering procedure called
prize-collecting clust... | [
{
"created": "Thu, 26 Nov 2009 19:19:53 GMT",
"version": "v1"
}
] | 2009-11-30 | [
[
"Bateni",
"MohammadHossein",
""
],
[
"Hajiaghayi",
"MohammadTaghi",
""
],
[
"Marx",
"Dániel",
""
]
] | We give the first polynomial-time approximation scheme (PTAS) for the Steiner forest problem on planar graphs and, more generally, on graphs of bounded genus. As a first step, we show how to build a Steiner forest spanner for such graphs. The crux of the process is a clustering procedure called prize-collecting cluster... |
1009.4566 | S. M. Kamruzzaman | S. M. Kamruzzaman and Md. Monirul Islam | An Algorithm to Extract Rules from Artificial Neural Networks for
Medical Diagnosis Problems | 19 Pages, Internatiomal Journal | International Journal of Information Technology (IJIT), Vol. 12,
No. 8, pp. 41-59, 2006 | null | null | cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Artificial neural networks (ANNs) have been successfully applied to solve a
variety of classification and function approximation problems. Although ANNs
can generally predict better than decision trees for pattern classification
problems, ANNs are often regarded as black boxes since their predictions cannot
be explai... | [
{
"created": "Thu, 23 Sep 2010 10:30:55 GMT",
"version": "v1"
}
] | 2010-09-28 | [
[
"Kamruzzaman",
"S. M.",
""
],
[
"Islam",
"Md. Monirul",
""
]
] | Artificial neural networks (ANNs) have been successfully applied to solve a variety of classification and function approximation problems. Although ANNs can generally predict better than decision trees for pattern classification problems, ANNs are often regarded as black boxes since their predictions cannot be explaine... |
1804.08064 | Young-Bum Kim | Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya | A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain
Classification in Natural Language Understanding | Accepted to NAACL 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Intelligent personal digital assistants (IPDAs), a popular real-life
application with spoken language understanding capabilities, can cover
potentially thousands of overlapping domains for natural language
understanding, and the task of finding the best domain to handle an utterance
becomes a challenging problem on a... | [
{
"created": "Sun, 22 Apr 2018 03:56:39 GMT",
"version": "v1"
}
] | 2018-04-24 | [
[
"Kim",
"Young-Bum",
""
],
[
"Kim",
"Dongchan",
""
],
[
"Kim",
"Joo-Kyung",
""
],
[
"Sarikaya",
"Ruhi",
""
]
] | Intelligent personal digital assistants (IPDAs), a popular real-life application with spoken language understanding capabilities, can cover potentially thousands of overlapping domains for natural language understanding, and the task of finding the best domain to handle an utterance becomes a challenging problem on a l... |
1510.05681 | Rodrigo de Souza Couto | Rodrigo de Souza Couto, Stefano Secci, Miguel Elias Mitre Campista,
Lu\'is Henrique Maciel Kosmalski Costa | Server Placement with Shared Backups for Disaster-Resilient Clouds | Computer Networks 2015 | null | 10.1016/j.comnet.2015.09.039 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A key strategy to build disaster-resilient clouds is to employ backups of
virtual machines in a geo-distributed infrastructure. Today, the continuous and
acknowledged replication of virtual machines in different servers is a service
provided by different hypervisors. This strategy guarantees that the virtual
machines... | [
{
"created": "Mon, 19 Oct 2015 20:45:38 GMT",
"version": "v1"
}
] | 2015-10-21 | [
[
"Couto",
"Rodrigo de Souza",
""
],
[
"Secci",
"Stefano",
""
],
[
"Campista",
"Miguel Elias Mitre",
""
],
[
"Costa",
"Luís Henrique Maciel Kosmalski",
""
]
] | A key strategy to build disaster-resilient clouds is to employ backups of virtual machines in a geo-distributed infrastructure. Today, the continuous and acknowledged replication of virtual machines in different servers is a service provided by different hypervisors. This strategy guarantees that the virtual machines w... |
1804.00516 | Anabel G\'omez-R\'ios | Anabel G\'omez-R\'ios, Siham Tabik, Juli\'an Luengo, ASM Shihavuddin,
Bartosz Krawczyk and Francisco Herrera | Towards Highly Accurate Coral Texture Images Classification Using Deep
Convolutional Neural Networks and Data Augmentation | 22 pages, 10 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The recognition of coral species based on underwater texture images pose a
significant difficulty for machine learning algorithms, due to the three
following challenges embedded in the nature of this data: 1) datasets do not
include information about the global structure of the coral; 2) several species
of coral have... | [
{
"created": "Tue, 27 Mar 2018 12:05:12 GMT",
"version": "v1"
}
] | 2018-04-03 | [
[
"Gómez-Ríos",
"Anabel",
""
],
[
"Tabik",
"Siham",
""
],
[
"Luengo",
"Julián",
""
],
[
"Shihavuddin",
"ASM",
""
],
[
"Krawczyk",
"Bartosz",
""
],
[
"Herrera",
"Francisco",
""
]
] | The recognition of coral species based on underwater texture images pose a significant difficulty for machine learning algorithms, due to the three following challenges embedded in the nature of this data: 1) datasets do not include information about the global structure of the coral; 2) several species of coral have v... |
1602.08777 | Martin Strohmeier | Martin Strohmeier, Matthias Sch\"afer, Rui Pinheiro, Vincent Lenders,
Ivan Martinovic | On Perception and Reality in Wireless Air Traffic Communications
Security | 20 pages, 5 figures, 7 tables | null | 10.1109/TITS.2016.2612584 | null | cs.CR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | More than a dozen wireless technologies are used by air traffic communication
systems during different flight phases. From a conceptual perspective, all of
them are insecure as security was never part of their design. Recent
contributions from academic and hacking communities have exploited this
inherent vulnerabilit... | [
{
"created": "Sun, 28 Feb 2016 22:25:20 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Mar 2016 15:26:03 GMT",
"version": "v2"
},
{
"created": "Mon, 24 Oct 2016 17:00:40 GMT",
"version": "v3"
}
] | 2016-11-21 | [
[
"Strohmeier",
"Martin",
""
],
[
"Schäfer",
"Matthias",
""
],
[
"Pinheiro",
"Rui",
""
],
[
"Lenders",
"Vincent",
""
],
[
"Martinovic",
"Ivan",
""
]
] | More than a dozen wireless technologies are used by air traffic communication systems during different flight phases. From a conceptual perspective, all of them are insecure as security was never part of their design. Recent contributions from academic and hacking communities have exploited this inherent vulnerability ... |
2309.11018 | Nastaran Darabi | Domenico Parente, Nastaran Darabi, Alex C. Stutts, Theja Tulabandhula,
and Amit Ranjan Trivedi | Conformalized Multimodal Uncertainty Regression and Reasoning | null | null | null | null | cs.LG cs.CV cs.RO | http://creativecommons.org/licenses/by/4.0/ | This paper introduces a lightweight uncertainty estimator capable of
predicting multimodal (disjoint) uncertainty bounds by integrating conformal
prediction with a deep-learning regressor. We specifically discuss its
application for visual odometry (VO), where environmental features such as
flying domain symmetries a... | [
{
"created": "Wed, 20 Sep 2023 02:40:59 GMT",
"version": "v1"
}
] | 2023-09-21 | [
[
"Parente",
"Domenico",
""
],
[
"Darabi",
"Nastaran",
""
],
[
"Stutts",
"Alex C.",
""
],
[
"Tulabandhula",
"Theja",
""
],
[
"Trivedi",
"Amit Ranjan",
""
]
] | This paper introduces a lightweight uncertainty estimator capable of predicting multimodal (disjoint) uncertainty bounds by integrating conformal prediction with a deep-learning regressor. We specifically discuss its application for visual odometry (VO), where environmental features such as flying domain symmetries and... |
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