id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cs/0610051 | Philippe Trebuchet | Mohab Safey El Din (INRIA Rocquencourt), Philippe Trebuchet (INRIA
Rocquencourt) | Strong bi-homogeneous B\'{e}zout theorem and its use in effective real
algebraic geometry | null | null | null | null | cs.SC | null | Let f1, ..., fs be a polynomial family in Q[X1,..., Xn] (with s less than n)
of degree bounded by D. Suppose that f1, ..., fs generates a radical ideal, and
defines a smooth algebraic variety V. Consider a projection P. We prove that
the degree of the critical locus of P restricted to V is bounded by
D^s(D-1)^(n-s) t... | [
{
"created": "Tue, 10 Oct 2006 15:02:07 GMT",
"version": "v1"
},
{
"created": "Fri, 20 Oct 2006 15:16:19 GMT",
"version": "v2"
}
] | 2007-05-23 | [
[
"Din",
"Mohab Safey El",
"",
"INRIA Rocquencourt"
],
[
"Trebuchet",
"Philippe",
"",
"INRIA\n Rocquencourt"
]
] | Let f1, ..., fs be a polynomial family in Q[X1,..., Xn] (with s less than n) of degree bounded by D. Suppose that f1, ..., fs generates a radical ideal, and defines a smooth algebraic variety V. Consider a projection P. We prove that the degree of the critical locus of P restricted to V is bounded by D^s(D-1)^(n-s) tim... |
1911.09789 | Zhiwei Wang | Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang,
Zitao Liu | Learning Multi-level Dependencies for Robust Word Recognition | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Robust language processing systems are becoming increasingly important given
the recent awareness of dangerous situations where brittle machine learning
models can be easily broken with the presence of noises. In this paper, we
introduce a robust word recognition framework that captures multi-level
sequential depende... | [
{
"created": "Fri, 22 Nov 2019 00:04:07 GMT",
"version": "v1"
}
] | 2019-11-25 | [
[
"Wang",
"Zhiwei",
""
],
[
"Liu",
"Hui",
""
],
[
"Tang",
"Jiliang",
""
],
[
"Yang",
"Songfan",
""
],
[
"Huang",
"Gale Yan",
""
],
[
"Liu",
"Zitao",
""
]
] | Robust language processing systems are becoming increasingly important given the recent awareness of dangerous situations where brittle machine learning models can be easily broken with the presence of noises. In this paper, we introduce a robust word recognition framework that captures multi-level sequential dependenc... |
2203.16810 | L.A. Prashanth | Dipayan Sen, L.A. Prashanth and Aditya Gopalan | Adaptive Estimation of Random Vectors with Bandit Feedback: A
mean-squared error viewpoint | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the problem of sequentially learning to estimate, in the mean
squared error (MSE) sense, a Gaussian $K$-vector of unknown covariance by
observing only $m < K$ of its entries in each round. We first establish a
concentration bound for MSE estimation. We then frame the estimation problem
with bandit feedbac... | [
{
"created": "Thu, 31 Mar 2022 05:33:32 GMT",
"version": "v1"
},
{
"created": "Fri, 1 Apr 2022 06:50:59 GMT",
"version": "v2"
},
{
"created": "Thu, 11 Jan 2024 05:44:18 GMT",
"version": "v3"
}
] | 2024-01-12 | [
[
"Sen",
"Dipayan",
""
],
[
"Prashanth",
"L. A.",
""
],
[
"Gopalan",
"Aditya",
""
]
] | We consider the problem of sequentially learning to estimate, in the mean squared error (MSE) sense, a Gaussian $K$-vector of unknown covariance by observing only $m < K$ of its entries in each round. We first establish a concentration bound for MSE estimation. We then frame the estimation problem with bandit feedback,... |
2207.10172 | Guodong Wang | Guodong Wang, Yunhong Wang, Jie Qin, Dongming Zhang, Xiuguo Bao, Di
Huang | Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw
Puzzles | Accepted by ECCV'2022; Code is available at
https://github.com/gdwang08/Jigsaw-VAD | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Video Anomaly Detection (VAD) is an important topic in computer vision.
Motivated by the recent advances in self-supervised learning, this paper
addresses VAD by solving an intuitive yet challenging pretext task, i.e.,
spatio-temporal jigsaw puzzles, which is cast as a multi-label fine-grained
classification problem.... | [
{
"created": "Wed, 20 Jul 2022 19:49:32 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Jul 2022 03:28:41 GMT",
"version": "v2"
}
] | 2022-07-25 | [
[
"Wang",
"Guodong",
""
],
[
"Wang",
"Yunhong",
""
],
[
"Qin",
"Jie",
""
],
[
"Zhang",
"Dongming",
""
],
[
"Bao",
"Xiuguo",
""
],
[
"Huang",
"Di",
""
]
] | Video Anomaly Detection (VAD) is an important topic in computer vision. Motivated by the recent advances in self-supervised learning, this paper addresses VAD by solving an intuitive yet challenging pretext task, i.e., spatio-temporal jigsaw puzzles, which is cast as a multi-label fine-grained classification problem. O... |
1803.04357 | Cem Subakan | Cem Subakan, Oluwasanmi Koyejo, Paris Smaragdis | Learning the Base Distribution in Implicit Generative Models | null | null | null | null | cs.LG cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Popular generative model learning methods such as Generative Adversarial
Networks (GANs), and Variational Autoencoders (VAE) enforce the latent
representation to follow simple distributions such as isotropic Gaussian. In
this paper, we argue that learning a complicated distribution over the latent
space of an auto-en... | [
{
"created": "Mon, 12 Mar 2018 16:24:33 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Mar 2018 22:40:35 GMT",
"version": "v2"
}
] | 2018-03-15 | [
[
"Subakan",
"Cem",
""
],
[
"Koyejo",
"Oluwasanmi",
""
],
[
"Smaragdis",
"Paris",
""
]
] | Popular generative model learning methods such as Generative Adversarial Networks (GANs), and Variational Autoencoders (VAE) enforce the latent representation to follow simple distributions such as isotropic Gaussian. In this paper, we argue that learning a complicated distribution over the latent space of an auto-enco... |
2407.08106 | Neng Wang | Neng Wang, Xieyuanli Chen, Chenghao Shi, Zhiqiang Zheng, Hongshan Yu,
Huimin Lu | SGLC: Semantic Graph-Guided Coarse-Fine-Refine Full Loop Closing for
LiDAR SLAM | 8 pages, 4 figures | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Loop closing is a crucial component in SLAM that helps eliminate accumulated
errors through two main steps: loop detection and loop pose correction. The
first step determines whether loop closing should be performed, while the
second estimates the 6-DoF pose to correct odometry drift. Current methods
mostly focus on ... | [
{
"created": "Thu, 11 Jul 2024 00:45:04 GMT",
"version": "v1"
}
] | 2024-07-12 | [
[
"Wang",
"Neng",
""
],
[
"Chen",
"Xieyuanli",
""
],
[
"Shi",
"Chenghao",
""
],
[
"Zheng",
"Zhiqiang",
""
],
[
"Yu",
"Hongshan",
""
],
[
"Lu",
"Huimin",
""
]
] | Loop closing is a crucial component in SLAM that helps eliminate accumulated errors through two main steps: loop detection and loop pose correction. The first step determines whether loop closing should be performed, while the second estimates the 6-DoF pose to correct odometry drift. Current methods mostly focus on de... |
1808.01337 | Vignesh Ganapathi-Subramanian | Vignesh Ganapathi-Subramanian, Olga Diamanti, Soeren Pirk, Chengcheng
Tang, Matthias Niessner, Leonidas J. Guibas | Parsing Geometry Using Structure-Aware Shape Templates | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Real-life man-made objects often exhibit strong and easily-identifiable
structure, as a direct result of their design or their intended functionality.
Structure typically appears in the form of individual parts and their
arrangement. Knowing about object structure can be an important cue for object
recognition and sc... | [
{
"created": "Fri, 3 Aug 2018 20:14:58 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Sep 2018 02:40:46 GMT",
"version": "v2"
}
] | 2018-09-06 | [
[
"Ganapathi-Subramanian",
"Vignesh",
""
],
[
"Diamanti",
"Olga",
""
],
[
"Pirk",
"Soeren",
""
],
[
"Tang",
"Chengcheng",
""
],
[
"Niessner",
"Matthias",
""
],
[
"Guibas",
"Leonidas J.",
""
]
] | Real-life man-made objects often exhibit strong and easily-identifiable structure, as a direct result of their design or their intended functionality. Structure typically appears in the form of individual parts and their arrangement. Knowing about object structure can be an important cue for object recognition and scen... |
2212.11342 | Olawale Salaudeen | Olawale Salaudeen, Oluwasanmi Koyejo | Target Conditioned Representation Independence (TCRI); From
Domain-Invariant to Domain-General Representations | null | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a Target Conditioned Representation Independence (TCRI) objective
for domain generalization. TCRI addresses the limitations of existing domain
generalization methods due to incomplete constraints. Specifically, TCRI
implements regularizers motivated by conditional independence constraints that
are sufficie... | [
{
"created": "Wed, 21 Dec 2022 20:24:45 GMT",
"version": "v1"
}
] | 2022-12-26 | [
[
"Salaudeen",
"Olawale",
""
],
[
"Koyejo",
"Oluwasanmi",
""
]
] | We propose a Target Conditioned Representation Independence (TCRI) objective for domain generalization. TCRI addresses the limitations of existing domain generalization methods due to incomplete constraints. Specifically, TCRI implements regularizers motivated by conditional independence constraints that are sufficient... |
1808.10658 | Ran Duan | Ran Duan, Kaifeng Lyu, Hongxun Wu and Yuanhang Xie | Single-Source Bottleneck Path Algorithm Faster than Sorting for Sparse
Graphs | 15 pages, improved version of the paper appeared in ICALP 2018 | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In a directed graph $G=(V,E)$ with a capacity on every edge, a
\emph{bottleneck path} (or \emph{widest path}) between two vertices is a path
maximizing the minimum capacity of edges in the path. For the single-source
all-destination version of this problem in directed graphs, the previous best
algorithm runs in $O(m+... | [
{
"created": "Fri, 31 Aug 2018 10:09:44 GMT",
"version": "v1"
}
] | 2018-09-03 | [
[
"Duan",
"Ran",
""
],
[
"Lyu",
"Kaifeng",
""
],
[
"Wu",
"Hongxun",
""
],
[
"Xie",
"Yuanhang",
""
]
] | In a directed graph $G=(V,E)$ with a capacity on every edge, a \emph{bottleneck path} (or \emph{widest path}) between two vertices is a path maximizing the minimum capacity of edges in the path. For the single-source all-destination version of this problem in directed graphs, the previous best algorithm runs in $O(m+n\... |
2401.07167 | Avijit Mandal | Avijit Mandal, S. Brandsen, and Henry D. Pfister | Polar Codes for CQ Channels: Decoding via Belief-Propagation with
Quantum Messages | null | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | This paper considers the design and decoding of polar codes for general
classical-quantum (CQ) channels. It focuses on decoding via belief-propagation
with quantum messages (BPQM) and, in particular, the idea of paired-measurement
BPQM (PM-BPQM) decoding. Since the PM-BPQM decoder admits a classical density
evolution... | [
{
"created": "Sat, 13 Jan 2024 22:31:50 GMT",
"version": "v1"
}
] | 2024-01-17 | [
[
"Mandal",
"Avijit",
""
],
[
"Brandsen",
"S.",
""
],
[
"Pfister",
"Henry D.",
""
]
] | This paper considers the design and decoding of polar codes for general classical-quantum (CQ) channels. It focuses on decoding via belief-propagation with quantum messages (BPQM) and, in particular, the idea of paired-measurement BPQM (PM-BPQM) decoding. Since the PM-BPQM decoder admits a classical density evolution (... |
2405.19757 | Sungchul Hong | Sungchul Hong, Seunghwan An, Jong-June Jeon | Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise
Filtering | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recent advances in a generative neural network model extend the development
of data augmentation methods. However, the augmentation methods based on the
modern generative models fail to achieve notable performance for class
imbalance data compared to the conventional model, Synthetic Minority
Oversampling Technique (... | [
{
"created": "Thu, 30 May 2024 07:06:02 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Aug 2024 06:26:27 GMT",
"version": "v2"
}
] | 2024-08-15 | [
[
"Hong",
"Sungchul",
""
],
[
"An",
"Seunghwan",
""
],
[
"Jeon",
"Jong-June",
""
]
] | Recent advances in a generative neural network model extend the development of data augmentation methods. However, the augmentation methods based on the modern generative models fail to achieve notable performance for class imbalance data compared to the conventional model, Synthetic Minority Oversampling Technique (SM... |
2312.13528 | Jongmin Park | Minh-Quan Viet Bui, Jongmin Park, Jihyong Oh, Munchurl Kim | DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular
Video | The first two authors contributed equally to this work (equal
contribution). The last two authors advised equally to this work. Please
visit our project page at https://kaist-viclab.github.io/dyblurf-site/ | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Neural Radiance Fields (NeRF), initially developed for static scenes, have
inspired many video novel view synthesis techniques. However, the challenge for
video view synthesis arises from motion blur, a consequence of object or camera
movement during exposure, which hinders the precise synthesis of sharp
spatio-tempo... | [
{
"created": "Thu, 21 Dec 2023 02:01:19 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Mar 2024 05:57:33 GMT",
"version": "v2"
}
] | 2024-04-01 | [
[
"Bui",
"Minh-Quan Viet",
""
],
[
"Park",
"Jongmin",
""
],
[
"Oh",
"Jihyong",
""
],
[
"Kim",
"Munchurl",
""
]
] | Neural Radiance Fields (NeRF), initially developed for static scenes, have inspired many video novel view synthesis techniques. However, the challenge for video view synthesis arises from motion blur, a consequence of object or camera movement during exposure, which hinders the precise synthesis of sharp spatio-tempora... |
1507.04039 | Pascal Potvin | Pascal Potvin, Hanen Garcia Gamardo, Kim-Khoa Nguyen and Mohamed
Cheriet | Hyper Heterogeneous Cloud-based IMS Software Architecture: A
Proof-of-Concept and Empirical Analysis | 12 pages, 9 figures, 1 table. Accepted for oral presentation at S2CT
2015 in Toronto. Latest Version is Camera Ready | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The IP Multimedia Subsystem (IMS) defined by the 3GPP has been mainly
developed and deployed by telephony vendors on vendor-specific hardware. Recent
advances in Network Function Virtualisation (NFV) technology paved the way for
virtualized hardware and telephony function elasticity. As such, Telecom
vendors have sta... | [
{
"created": "Tue, 14 Jul 2015 22:27:16 GMT",
"version": "v1"
},
{
"created": "Fri, 18 Sep 2015 15:34:21 GMT",
"version": "v2"
}
] | 2015-09-21 | [
[
"Potvin",
"Pascal",
""
],
[
"Gamardo",
"Hanen Garcia",
""
],
[
"Nguyen",
"Kim-Khoa",
""
],
[
"Cheriet",
"Mohamed",
""
]
] | The IP Multimedia Subsystem (IMS) defined by the 3GPP has been mainly developed and deployed by telephony vendors on vendor-specific hardware. Recent advances in Network Function Virtualisation (NFV) technology paved the way for virtualized hardware and telephony function elasticity. As such, Telecom vendors have start... |
2401.16974 | Andreas Sauter | Andreas W.M. Sauter, Nicol\`o Botteghi, Erman Acar, Aske Plaat | CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement
Learning | To be published In Proc. of the 23rd International Conference on
Autonomous Agents and Multiagent Systems (AAMAS 2024), Auckland, New Zealand,
May 6 - 10, 2024, IFAAMAS | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Causal discovery is the challenging task of inferring causal structure from
data. Motivated by Pearl's Causal Hierarchy (PCH), which tells us that passive
observations alone are not enough to distinguish correlation from causation,
there has been a recent push to incorporate interventions into machine learning
resear... | [
{
"created": "Tue, 30 Jan 2024 12:57:52 GMT",
"version": "v1"
}
] | 2024-01-31 | [
[
"Sauter",
"Andreas W. M.",
""
],
[
"Botteghi",
"Nicolò",
""
],
[
"Acar",
"Erman",
""
],
[
"Plaat",
"Aske",
""
]
] | Causal discovery is the challenging task of inferring causal structure from data. Motivated by Pearl's Causal Hierarchy (PCH), which tells us that passive observations alone are not enough to distinguish correlation from causation, there has been a recent push to incorporate interventions into machine learning research... |
2110.15253 | Kyle Aitken | Kyle Aitken, Vinay V Ramasesh, Yuan Cao, Niru Maheswaranathan | Understanding How Encoder-Decoder Architectures Attend | 10+14 pages, 16 figures. NeurIPS 2021 | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | Encoder-decoder networks with attention have proven to be a powerful way to
solve many sequence-to-sequence tasks. In these networks, attention aligns
encoder and decoder states and is often used for visualizing network behavior.
However, the mechanisms used by networks to generate appropriate attention
matrices are ... | [
{
"created": "Thu, 28 Oct 2021 16:11:27 GMT",
"version": "v1"
}
] | 2021-10-29 | [
[
"Aitken",
"Kyle",
""
],
[
"Ramasesh",
"Vinay V",
""
],
[
"Cao",
"Yuan",
""
],
[
"Maheswaranathan",
"Niru",
""
]
] | Encoder-decoder networks with attention have proven to be a powerful way to solve many sequence-to-sequence tasks. In these networks, attention aligns encoder and decoder states and is often used for visualizing network behavior. However, the mechanisms used by networks to generate appropriate attention matrices are st... |
2003.08515 | Fanbo Xiang | Fanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia, Hao Zhu, Fangchen Liu,
Minghua Liu, Hanxiao Jiang, Yifu Yuan, He Wang, Li Yi, Angel X. Chang,
Leonidas J. Guibas, Hao Su | SAPIEN: A SimulAted Part-based Interactive ENvironment | null | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Building home assistant robots has long been a pursuit for vision and
robotics researchers. To achieve this task, a simulated environment with
physically realistic simulation, sufficient articulated objects, and
transferability to the real robot is indispensable. Existing environments
achieve these requirements for r... | [
{
"created": "Thu, 19 Mar 2020 00:11:34 GMT",
"version": "v1"
}
] | 2020-03-20 | [
[
"Xiang",
"Fanbo",
""
],
[
"Qin",
"Yuzhe",
""
],
[
"Mo",
"Kaichun",
""
],
[
"Xia",
"Yikuan",
""
],
[
"Zhu",
"Hao",
""
],
[
"Liu",
"Fangchen",
""
],
[
"Liu",
"Minghua",
""
],
[
"Jiang",
"Hanxiao",... | Building home assistant robots has long been a pursuit for vision and robotics researchers. To achieve this task, a simulated environment with physically realistic simulation, sufficient articulated objects, and transferability to the real robot is indispensable. Existing environments achieve these requirements for rob... |
2210.06313 | Chong You | Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh
Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv
Kumar | The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in
Transformers | A short version was presented at ICLR 2023. Previous title: Large
Models are Parsimonious Learners: Activation Sparsity in Trained Transformers | null | null | null | cs.LG cs.CL cs.CV stat.ML | http://creativecommons.org/licenses/by/4.0/ | This paper studies the curious phenomenon for machine learning models with
Transformer architectures that their activation maps are sparse. By activation
map we refer to the intermediate output of the multi-layer perceptrons (MLPs)
after a ReLU activation function, and by sparse we mean that on average very
few entri... | [
{
"created": "Wed, 12 Oct 2022 15:25:19 GMT",
"version": "v1"
},
{
"created": "Fri, 9 Jun 2023 21:53:43 GMT",
"version": "v2"
}
] | 2023-06-13 | [
[
"Li",
"Zonglin",
""
],
[
"You",
"Chong",
""
],
[
"Bhojanapalli",
"Srinadh",
""
],
[
"Li",
"Daliang",
""
],
[
"Rawat",
"Ankit Singh",
""
],
[
"Reddi",
"Sashank J.",
""
],
[
"Ye",
"Ke",
""
],
[
"Chern... | This paper studies the curious phenomenon for machine learning models with Transformer architectures that their activation maps are sparse. By activation map we refer to the intermediate output of the multi-layer perceptrons (MLPs) after a ReLU activation function, and by sparse we mean that on average very few entries... |
1806.00908 | Gui-Song Xia | Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang | Accurate Building Detection in VHR Remote Sensing Images using Geometric
Saliency | IGRASS'18 conference paper | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper aims to address the problem of detecting buildings from remote
sensing images with very high resolution (VHR). Inspired by the observation
that buildings are always more distinguishable in geometries than in texture or
spectral, we propose a new geometric building index (GBI) for accurate building
detectio... | [
{
"created": "Mon, 4 Jun 2018 01:02:22 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Jun 2018 01:38:45 GMT",
"version": "v2"
}
] | 2018-06-12 | [
[
"Huang",
"Jin",
""
],
[
"Xia",
"Gui-Song",
""
],
[
"Hu",
"Fan",
""
],
[
"Zhang",
"Liangpei",
""
]
] | This paper aims to address the problem of detecting buildings from remote sensing images with very high resolution (VHR). Inspired by the observation that buildings are always more distinguishable in geometries than in texture or spectral, we propose a new geometric building index (GBI) for accurate building detection,... |
1808.00313 | Xinyu Huang | Qichuan Geng and Xinyu Huang and Zhong Zhou and Ruigang Yang | A Network Structure to Explicitly Reduce Confusion Errors in Semantic
Segmentation | 18 pages, 9 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Confusing classes that are ubiquitous in real world often degrade performance
for many vision related applications like object detection, classification, and
segmentation. The confusion errors are not only caused by similar visual
patterns but also amplified by various factors during the training of our
designed mode... | [
{
"created": "Wed, 1 Aug 2018 13:37:59 GMT",
"version": "v1"
}
] | 2018-08-02 | [
[
"Geng",
"Qichuan",
""
],
[
"Huang",
"Xinyu",
""
],
[
"Zhou",
"Zhong",
""
],
[
"Yang",
"Ruigang",
""
]
] | Confusing classes that are ubiquitous in real world often degrade performance for many vision related applications like object detection, classification, and segmentation. The confusion errors are not only caused by similar visual patterns but also amplified by various factors during the training of our designed models... |
1705.03172 | Jialong Han | Xin Zheng, Jialong Han, Aixin Sun | A Survey of Location Prediction on Twitter | Accepted to TKDE. 30 pages, 1 figure | null | 10.1109/TKDE.2018.2807840 | null | cs.SI cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Locations, e.g., countries, states, cities, and point-of-interests, are
central to news, emergency events, and people's daily lives. Automatic
identification of locations associated with or mentioned in documents has been
explored for decades. As one of the most popular online social network
platforms, Twitter has at... | [
{
"created": "Tue, 9 May 2017 04:14:57 GMT",
"version": "v1"
},
{
"created": "Sat, 24 Feb 2018 08:29:45 GMT",
"version": "v2"
}
] | 2018-07-17 | [
[
"Zheng",
"Xin",
""
],
[
"Han",
"Jialong",
""
],
[
"Sun",
"Aixin",
""
]
] | Locations, e.g., countries, states, cities, and point-of-interests, are central to news, emergency events, and people's daily lives. Automatic identification of locations associated with or mentioned in documents has been explored for decades. As one of the most popular online social network platforms, Twitter has attr... |
1005.3182 | Isabel Rodet | Nicolas Castagn\'e (ACROE), Claude Cadoz (ACROE, ICA), Jean-Loup
Florens (ACROE), Annie Luciani (ACROE, ICA) | Haptics in computer music : a paradigm shift | Document accompagn\'e du poster | EuroHaptics 2004, Munich : Germany (2004) | null | null | cs.HC cs.SD | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With an historical point of view combined with a bibliographic overview, the
article discusses the idea that haptic force feedback transducers correspond
with a paradigm shift in our real-time tools for creating music. So doing, il
shows that computer music may be regarded as a major field of research and
application... | [
{
"created": "Tue, 18 May 2010 13:03:47 GMT",
"version": "v1"
},
{
"created": "Mon, 7 Jun 2010 07:43:43 GMT",
"version": "v2"
}
] | 2010-06-08 | [
[
"Castagné",
"Nicolas",
"",
"ACROE"
],
[
"Cadoz",
"Claude",
"",
"ACROE, ICA"
],
[
"Florens",
"Jean-Loup",
"",
"ACROE"
],
[
"Luciani",
"Annie",
"",
"ACROE, ICA"
]
] | With an historical point of view combined with a bibliographic overview, the article discusses the idea that haptic force feedback transducers correspond with a paradigm shift in our real-time tools for creating music. So doing, il shows that computer music may be regarded as a major field of research and application f... |
1810.01017 | Nalin Asanka Gamagedara Arachchilage | Chamila Wijayarathna and Nalin Asanka Gamagedara Arachchilage | Fighting Against XSS Attacks: A Usability Evaluation of OWASP ESAPI
Output Encoding | 10 | The 52nd Hawaii International Conference on System Sciences
(HICSS), 2019 | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cross Site Scripting (XSS) is one of the most critical vulnerabilities exist
in web applications. XSS can be prevented by encoding untrusted data that are
loaded into browser content of web applications. Security Application
Programming Interfaces (APIs) such as OWASP ESAPI provide output encoding
functionalities for... | [
{
"created": "Mon, 1 Oct 2018 23:57:58 GMT",
"version": "v1"
}
] | 2018-10-03 | [
[
"Wijayarathna",
"Chamila",
""
],
[
"Arachchilage",
"Nalin Asanka Gamagedara",
""
]
] | Cross Site Scripting (XSS) is one of the most critical vulnerabilities exist in web applications. XSS can be prevented by encoding untrusted data that are loaded into browser content of web applications. Security Application Programming Interfaces (APIs) such as OWASP ESAPI provide output encoding functionalities for p... |
2111.14595 | Semih G\"unel | Semih G\"unel and Florian Aymanns and Sina Honari and Pavan Ramdya and
Pascal Fua | Overcoming the Domain Gap in Contrastive Learning of Neural Action
Representations | Accepted into NeurIPS 2021 Workshop: Self-Supervised Learning -
Theory and Practice | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | A fundamental goal in neuroscience is to understand the relationship between
neural activity and behavior. For example, the ability to extract behavioral
intentions from neural data, or neural decoding, is critical for developing
effective brain machine interfaces. Although simple linear models have been
applied to t... | [
{
"created": "Mon, 29 Nov 2021 15:27:51 GMT",
"version": "v1"
}
] | 2021-11-30 | [
[
"Günel",
"Semih",
""
],
[
"Aymanns",
"Florian",
""
],
[
"Honari",
"Sina",
""
],
[
"Ramdya",
"Pavan",
""
],
[
"Fua",
"Pascal",
""
]
] | A fundamental goal in neuroscience is to understand the relationship between neural activity and behavior. For example, the ability to extract behavioral intentions from neural data, or neural decoding, is critical for developing effective brain machine interfaces. Although simple linear models have been applied to thi... |
1007.3961 | Pablo Chico de Guzman Huerta | Pablo Chico de Guzman, Manuel Carro and David S. Warren | Swapping Evaluation: A Memory-Scalable Solution for Answer-On-Demand
Tabling | 16 pages, 5 figures, published in TPLP 2010 | Swapping Evaluation in TPLP, volume 10, number 4-6, year 2010,
pages 401-416 | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | One of the differences among the various approaches to suspension-based
tabled evaluation is the scheduling strategy. The two most popular strategies
are local and batched evaluation.
The former collects all the solutions to a tabled predicate before making any
one of them available outside the tabled computation. ... | [
{
"created": "Thu, 22 Jul 2010 18:26:48 GMT",
"version": "v1"
}
] | 2010-07-23 | [
[
"de Guzman",
"Pablo Chico",
""
],
[
"Carro",
"Manuel",
""
],
[
"Warren",
"David S.",
""
]
] | One of the differences among the various approaches to suspension-based tabled evaluation is the scheduling strategy. The two most popular strategies are local and batched evaluation. The former collects all the solutions to a tabled predicate before making any one of them available outside the tabled computation. The ... |
2008.06738 | Brahma Pavse | Brahma Pavse, Ishan Durugkar, Josiah Hanna, Peter Stone | Reducing Sampling Error in Batch Temporal Difference Learning | Accepted to International Conference on Machine Learning (ICML) 2020 | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Temporal difference (TD) learning is one of the main foundations of modern
reinforcement learning. This paper studies the use of TD(0), a canonical TD
algorithm, to estimate the value function of a given policy from a batch of
data. In this batch setting, we show that TD(0) may converge to an inaccurate
value functio... | [
{
"created": "Sat, 15 Aug 2020 15:30:06 GMT",
"version": "v1"
}
] | 2020-08-18 | [
[
"Pavse",
"Brahma",
""
],
[
"Durugkar",
"Ishan",
""
],
[
"Hanna",
"Josiah",
""
],
[
"Stone",
"Peter",
""
]
] | Temporal difference (TD) learning is one of the main foundations of modern reinforcement learning. This paper studies the use of TD(0), a canonical TD algorithm, to estimate the value function of a given policy from a batch of data. In this batch setting, we show that TD(0) may converge to an inaccurate value function ... |
2109.12714 | Ramakrishnan Sundareswaran | Ramakrishnan Sundareswaran, Jansel Herrera-Gerena, John Just, Ali
Jannesari | Cluster Analysis with Deep Embeddings and Contrastive Learning | null | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Unsupervised disentangled representation learning is a long-standing problem
in computer vision. This work proposes a novel framework for performing image
clustering from deep embeddings by combining instance-level contrastive
learning with a deep embedding based cluster center predictor. Our approach
jointly learns ... | [
{
"created": "Sun, 26 Sep 2021 22:18:15 GMT",
"version": "v1"
},
{
"created": "Sat, 2 Oct 2021 17:15:31 GMT",
"version": "v2"
}
] | 2021-10-05 | [
[
"Sundareswaran",
"Ramakrishnan",
""
],
[
"Herrera-Gerena",
"Jansel",
""
],
[
"Just",
"John",
""
],
[
"Jannesari",
"Ali",
""
]
] | Unsupervised disentangled representation learning is a long-standing problem in computer vision. This work proposes a novel framework for performing image clustering from deep embeddings by combining instance-level contrastive learning with a deep embedding based cluster center predictor. Our approach jointly learns re... |
2107.12108 | Lars Moormann | J. van Hegelsom, J.M. van de Mortel-Fronczak, L. Moormann, D.A. van
Beek, J.E. Rooda | Development of a 3D Digital Twin of the Swalmen Tunnel in the
Rijkswaterstaat Project | null | null | null | null | cs.HC cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In an ongoing project, a cooperation between the TU/e and the Dutch
Department of Waterways and Public Works (Rijkswaterstaat in Dutch, abbreviated
to RWS) is established. The project focuses on investigating applicability of
synthesis-based engineering in the design of supervisory controllers for
bridges, waterways ... | [
{
"created": "Mon, 26 Jul 2021 11:03:16 GMT",
"version": "v1"
},
{
"created": "Tue, 15 Feb 2022 10:19:52 GMT",
"version": "v2"
}
] | 2022-02-16 | [
[
"van Hegelsom",
"J.",
""
],
[
"van de Mortel-Fronczak",
"J. M.",
""
],
[
"Moormann",
"L.",
""
],
[
"van Beek",
"D. A.",
""
],
[
"Rooda",
"J. E.",
""
]
] | In an ongoing project, a cooperation between the TU/e and the Dutch Department of Waterways and Public Works (Rijkswaterstaat in Dutch, abbreviated to RWS) is established. The project focuses on investigating applicability of synthesis-based engineering in the design of supervisory controllers for bridges, waterways an... |
1704.07398 | Yevgeni Berzak | Yevgeni Berzak, Chie Nakamura, Suzanne Flynn and Boris Katz | Predicting Native Language from Gaze | ACL 2017 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A fundamental question in language learning concerns the role of a speaker's
first language in second language acquisition. We present a novel methodology
for studying this question: analysis of eye-movement patterns in second
language reading of free-form text. Using this methodology, we demonstrate for
the first ti... | [
{
"created": "Mon, 24 Apr 2017 18:04:17 GMT",
"version": "v1"
},
{
"created": "Tue, 2 May 2017 21:40:35 GMT",
"version": "v2"
}
] | 2017-05-04 | [
[
"Berzak",
"Yevgeni",
""
],
[
"Nakamura",
"Chie",
""
],
[
"Flynn",
"Suzanne",
""
],
[
"Katz",
"Boris",
""
]
] | A fundamental question in language learning concerns the role of a speaker's first language in second language acquisition. We present a novel methodology for studying this question: analysis of eye-movement patterns in second language reading of free-form text. Using this methodology, we demonstrate for the first time... |
2307.02040 | Zhaomin Wu | Zhaomin Wu, Junyi Hou, Bingsheng He | VertiBench: Advancing Feature Distribution Diversity in Vertical
Federated Learning Benchmarks | null | The Twelfth International Conference on Learning Representations
(ICLR 2024) | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Vertical Federated Learning (VFL) is a crucial paradigm for training machine
learning models on feature-partitioned, distributed data. However, due to
privacy restrictions, few public real-world VFL datasets exist for algorithm
evaluation, and these represent a limited array of feature distributions.
Existing benchma... | [
{
"created": "Wed, 5 Jul 2023 05:55:08 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jan 2024 07:54:46 GMT",
"version": "v2"
},
{
"created": "Wed, 13 Mar 2024 08:06:37 GMT",
"version": "v3"
}
] | 2024-03-14 | [
[
"Wu",
"Zhaomin",
""
],
[
"Hou",
"Junyi",
""
],
[
"He",
"Bingsheng",
""
]
] | Vertical Federated Learning (VFL) is a crucial paradigm for training machine learning models on feature-partitioned, distributed data. However, due to privacy restrictions, few public real-world VFL datasets exist for algorithm evaluation, and these represent a limited array of feature distributions. Existing benchmark... |
2309.02428 | Manal Helal | Manal Helal | Enhancing Deep Learning Models through Tensorization: A Comprehensive
Survey and Framework | 34 pages, 8 figures, 4 tables | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | The burgeoning growth of public domain data and the increasing complexity of
deep learning model architectures have underscored the need for more efficient
data representation and analysis techniques. This paper is motivated by the
work of (Helal, 2023) and aims to present a comprehensive overview of
tensorization. T... | [
{
"created": "Tue, 5 Sep 2023 17:56:22 GMT",
"version": "v1"
},
{
"created": "Thu, 7 Sep 2023 13:42:57 GMT",
"version": "v2"
},
{
"created": "Mon, 9 Oct 2023 11:14:41 GMT",
"version": "v3"
}
] | 2023-10-10 | [
[
"Helal",
"Manal",
""
]
] | The burgeoning growth of public domain data and the increasing complexity of deep learning model architectures have underscored the need for more efficient data representation and analysis techniques. This paper is motivated by the work of (Helal, 2023) and aims to present a comprehensive overview of tensorization. Thi... |
1910.05784 | Dimitrios Kollias | Xia Yicheng and Dimitrios Kollias | Interpretable Deep Neural Networks for Dimensional and Categorical
Emotion Recognition in-the-wild | null | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Emotions play an important role in people's life. Understanding and
recognising is not only important for interpersonal communication, but also has
promising applications in Human-Computer Interaction, automobile safety and
medical research. This project focuses on extending the emotion recognition
database, and trai... | [
{
"created": "Sun, 13 Oct 2019 16:33:18 GMT",
"version": "v1"
},
{
"created": "Fri, 13 Dec 2019 23:25:57 GMT",
"version": "v2"
}
] | 2019-12-17 | [
[
"Yicheng",
"Xia",
""
],
[
"Kollias",
"Dimitrios",
""
]
] | Emotions play an important role in people's life. Understanding and recognising is not only important for interpersonal communication, but also has promising applications in Human-Computer Interaction, automobile safety and medical research. This project focuses on extending the emotion recognition database, and traini... |
2209.12823 | Anupam Biswas | Thounaojam Chinglemba, Soujanyo Biswas, Debashish Malakar, Vivek
Meena, Debojyoti Sarkar, and Anupam Biswas | Introductory Review of Swarm Intelligence Techniques | Submitted to Springer | null | null | null | cs.NE math.OC | http://creativecommons.org/licenses/by/4.0/ | With the rapid upliftment of technology, there has emerged a dire need to
fine-tune or optimize certain processes, software, models or structures, with
utmost accuracy and efficiency. Optimization algorithms are preferred over
other methods of optimization through experimentation or simulation, for their
generic prob... | [
{
"created": "Mon, 26 Sep 2022 16:29:55 GMT",
"version": "v1"
},
{
"created": "Fri, 30 Sep 2022 05:09:10 GMT",
"version": "v2"
}
] | 2022-10-03 | [
[
"Chinglemba",
"Thounaojam",
""
],
[
"Biswas",
"Soujanyo",
""
],
[
"Malakar",
"Debashish",
""
],
[
"Meena",
"Vivek",
""
],
[
"Sarkar",
"Debojyoti",
""
],
[
"Biswas",
"Anupam",
""
]
] | With the rapid upliftment of technology, there has emerged a dire need to fine-tune or optimize certain processes, software, models or structures, with utmost accuracy and efficiency. Optimization algorithms are preferred over other methods of optimization through experimentation or simulation, for their generic proble... |
2203.09549 | M Rasel Mahmud | Sagor Chandro Bakchy, Md. Rabiul Islam, M. Rasel Mahmud, Faisal Imran | Human Gait Analysis using Gait Energy Image | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Gait recognition is one of the most recent emerging techniques of human
biometric which can be used for security based purposes having unobtrusive
learning method. In comparison with other bio-metrics gait analysis has some
special security features. Most of the biometric technique uses sequential
template based comp... | [
{
"created": "Thu, 17 Mar 2022 18:16:46 GMT",
"version": "v1"
}
] | 2022-03-21 | [
[
"Bakchy",
"Sagor Chandro",
""
],
[
"Islam",
"Md. Rabiul",
""
],
[
"Mahmud",
"M. Rasel",
""
],
[
"Imran",
"Faisal",
""
]
] | Gait recognition is one of the most recent emerging techniques of human biometric which can be used for security based purposes having unobtrusive learning method. In comparison with other bio-metrics gait analysis has some special security features. Most of the biometric technique uses sequential template based compon... |
2001.02101 | Homayoun Valafar | Chrisogonas O. Odhiambo, Casey A. Cole, Alaleh Torkjazi, Homayoun
Valafar | State Transition Modeling of the Smoking Behavior using LSTM Recurrent
Neural Networks | 8 pages, CSCI 2019 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The use of sensors has pervaded everyday life in several applications
including human activity monitoring, healthcare, and social networks. In this
study, we focus on the use of smartwatch sensors to recognize smoking activity.
More specifically, we have reformulated the previous work in detection of
smoking to inclu... | [
{
"created": "Tue, 7 Jan 2020 15:06:28 GMT",
"version": "v1"
}
] | 2020-01-08 | [
[
"Odhiambo",
"Chrisogonas O.",
""
],
[
"Cole",
"Casey A.",
""
],
[
"Torkjazi",
"Alaleh",
""
],
[
"Valafar",
"Homayoun",
""
]
] | The use of sensors has pervaded everyday life in several applications including human activity monitoring, healthcare, and social networks. In this study, we focus on the use of smartwatch sensors to recognize smoking activity. More specifically, we have reformulated the previous work in detection of smoking to include... |
2312.12112 | Nabeel Seedat | Nabeel Seedat, Nicolas Huynh, Boris van Breugel, Mihaela van der
Schaar | Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation
in low-data regimes | Presented at the 41st International Conference on Machine Learning
(ICML) 2024. *Seedat & Huynh contributed equally | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Machine Learning (ML) in low-data settings remains an underappreciated yet
crucial problem. Hence, data augmentation methods to increase the sample size
of datasets needed for ML are key to unlocking the transformative potential of
ML in data-deprived regions and domains. Unfortunately, the limited training
set const... | [
{
"created": "Tue, 19 Dec 2023 12:34:46 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Feb 2024 19:00:35 GMT",
"version": "v2"
},
{
"created": "Sun, 30 Jun 2024 12:48:18 GMT",
"version": "v3"
}
] | 2024-07-02 | [
[
"Seedat",
"Nabeel",
""
],
[
"Huynh",
"Nicolas",
""
],
[
"van Breugel",
"Boris",
""
],
[
"van der Schaar",
"Mihaela",
""
]
] | Machine Learning (ML) in low-data settings remains an underappreciated yet crucial problem. Hence, data augmentation methods to increase the sample size of datasets needed for ML are key to unlocking the transformative potential of ML in data-deprived regions and domains. Unfortunately, the limited training set constra... |
2407.04263 | Raula Gaikovina Kula Dr | Vittunyuta Maeprasart, Ali Ouni, Raula Gaikovina Kula | Drop it All or Pick it Up? How Developers Responded to the Log4JShell
Vulnerability | Accepted to SERA24. arXiv admin note: text overlap with
arXiv:2406.11362 | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Although using third-party libraries has become prevalent in contemporary
software development, developers often struggle to update their dependencies.
Prior works acknowledge that due to the migration effort, priority and other
issues cause lags in the migration process. The common assumption is that
developers shou... | [
{
"created": "Fri, 5 Jul 2024 05:33:10 GMT",
"version": "v1"
}
] | 2024-07-08 | [
[
"Maeprasart",
"Vittunyuta",
""
],
[
"Ouni",
"Ali",
""
],
[
"Kula",
"Raula Gaikovina",
""
]
] | Although using third-party libraries has become prevalent in contemporary software development, developers often struggle to update their dependencies. Prior works acknowledge that due to the migration effort, priority and other issues cause lags in the migration process. The common assumption is that developers should... |
1609.08097 | Rebecca Sharp | Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, and Michael
Hammond | Creating Causal Embeddings for Question Answering with Minimal
Supervision | To appear in EMNLP 2016 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A common model for question answering (QA) is that a good answer is one that
is closely related to the question, where relatedness is often determined using
general-purpose lexical models such as word embeddings. We argue that a better
approach is to look for answers that are related to the question in a relevant
way... | [
{
"created": "Mon, 26 Sep 2016 17:50:15 GMT",
"version": "v1"
}
] | 2016-09-27 | [
[
"Sharp",
"Rebecca",
""
],
[
"Surdeanu",
"Mihai",
""
],
[
"Jansen",
"Peter",
""
],
[
"Clark",
"Peter",
""
],
[
"Hammond",
"Michael",
""
]
] | A common model for question answering (QA) is that a good answer is one that is closely related to the question, where relatedness is often determined using general-purpose lexical models such as word embeddings. We argue that a better approach is to look for answers that are related to the question in a relevant way, ... |
1812.08044 | Gabriel Marzinotto | Gabriel Marzinotto (TALEP), G\'eraldine Damnati (FTR\&D), Frederic
Bechet (LIF, TALEP) | FrameNet automatic analysis : a study on a French corpus of encyclopedic
texts | in French | TALN 2017, 2017, Orl{\'e}ans, France | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This article presents an automatic frame analysis system evaluated on a
corpus of French encyclopedic history texts annotated according to the FrameNet
formalism. The chosen approach relies on an integrated sequence labeling model
which jointly optimizes frame identification and semantic role segmentation and
identif... | [
{
"created": "Wed, 19 Dec 2018 15:59:31 GMT",
"version": "v1"
}
] | 2018-12-20 | [
[
"Marzinotto",
"Gabriel",
"",
"TALEP"
],
[
"Damnati",
"Géraldine",
"",
"FTR\\&D"
],
[
"Bechet",
"Frederic",
"",
"LIF, TALEP"
]
] | This article presents an automatic frame analysis system evaluated on a corpus of French encyclopedic history texts annotated according to the FrameNet formalism. The chosen approach relies on an integrated sequence labeling model which jointly optimizes frame identification and semantic role segmentation and identific... |
2006.01964 | Cenek Albl | Cenek Albl, Zuzana Kukelova, Viktor Larsson, Tomas Pajdla, Konrad
Schindler | From two rolling shutters to one global shutter | CVPR 2020 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most consumer cameras are equipped with electronic rolling shutter, leading
to image distortions when the camera moves during image capture. We explore a
surprisingly simple camera configuration that makes it possible to undo the
rolling shutter distortion: two cameras mounted to have different rolling
shutter direct... | [
{
"created": "Tue, 2 Jun 2020 22:18:43 GMT",
"version": "v1"
}
] | 2020-06-04 | [
[
"Albl",
"Cenek",
""
],
[
"Kukelova",
"Zuzana",
""
],
[
"Larsson",
"Viktor",
""
],
[
"Pajdla",
"Tomas",
""
],
[
"Schindler",
"Konrad",
""
]
] | Most consumer cameras are equipped with electronic rolling shutter, leading to image distortions when the camera moves during image capture. We explore a surprisingly simple camera configuration that makes it possible to undo the rolling shutter distortion: two cameras mounted to have different rolling shutter directio... |
2212.05056 | Sergi Bray | Sergi D. Bray (1), Shane D. Johnson (1), Bennett Kleinberg (2) ((1)
University College London, (2) Tilburg University) | Testing Human Ability To Detect Deepfake Images of Human Faces | null | null | null | null | cs.HC cs.CR cs.CV cs.CY | http://creativecommons.org/licenses/by/4.0/ | Deepfakes are computationally-created entities that falsely represent
reality. They can take image, video, and audio modalities, and pose a threat to
many areas of systems and societies, comprising a topic of interest to various
aspects of cybersecurity and cybersafety. In 2020 a workshop consulting AI
experts from a... | [
{
"created": "Wed, 7 Dec 2022 14:48:25 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Dec 2022 13:53:10 GMT",
"version": "v2"
},
{
"created": "Thu, 25 May 2023 15:07:19 GMT",
"version": "v3"
}
] | 2023-05-26 | [
[
"Bray",
"Sergi D.",
""
],
[
"Johnson",
"Shane D.",
""
],
[
"Kleinberg",
"Bennett",
""
]
] | Deepfakes are computationally-created entities that falsely represent reality. They can take image, video, and audio modalities, and pose a threat to many areas of systems and societies, comprising a topic of interest to various aspects of cybersecurity and cybersafety. In 2020 a workshop consulting AI experts from aca... |
1906.00108 | Gautham Krishna Gudur | Gautham Krishna Gudur, Prahalathan Sundaramoorthy and Venkatesh
Umaashankar | ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human
Activity Recognition | 6 pages, 5 figures, ACM MobiSys 2019 (3rd International Workshop on
Embedded and Mobile Deep Learning - EMDL '19) | null | null | null | cs.LG cs.HC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Various health-care applications such as assisted living, fall detection
etc., require modeling of user behavior through Human Activity Recognition
(HAR). HAR using mobile- and wearable-based deep learning algorithms have been
on the rise owing to the advancements in pervasive computing. However, there
are two other ... | [
{
"created": "Fri, 31 May 2019 22:28:40 GMT",
"version": "v1"
}
] | 2019-06-04 | [
[
"Gudur",
"Gautham Krishna",
""
],
[
"Sundaramoorthy",
"Prahalathan",
""
],
[
"Umaashankar",
"Venkatesh",
""
]
] | Various health-care applications such as assisted living, fall detection etc., require modeling of user behavior through Human Activity Recognition (HAR). HAR using mobile- and wearable-based deep learning algorithms have been on the rise owing to the advancements in pervasive computing. However, there are two other ch... |
1001.3263 | Bernd Schuh | Bernd R. Schuh | A Real World Mechanism for Testing Satisfiability in Polynomial Time | null | null | null | null | cs.LO cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Whether the satisfiability of any formula F of propositional calculus can be
determined in polynomial time is an open question. I propose a simple procedure
based on some real world mechanisms to tackle this problem. The main result is
the blueprint for a machine which is able to test any formula in conjunctive
norma... | [
{
"created": "Tue, 19 Jan 2010 11:18:54 GMT",
"version": "v1"
}
] | 2010-01-20 | [
[
"Schuh",
"Bernd R.",
""
]
] | Whether the satisfiability of any formula F of propositional calculus can be determined in polynomial time is an open question. I propose a simple procedure based on some real world mechanisms to tackle this problem. The main result is the blueprint for a machine which is able to test any formula in conjunctive normal ... |
2310.00956 | Murdoch Gabbay | Murdoch Gabbay and Giuliano Losa | Semiframes: algebras of heterogeneous consensus | See also arXiv:2303.09287, which takes a point-set approach
("point-set semitopologies"). This update updates the license to CC-BY 4.0 | null | null | null | cs.LO math.CT math.GN | http://creativecommons.org/licenses/by/4.0/ | Semitopologies model consensus in distributed system by equating the notion
of a quorum -- a set of participants sufficient to make local progress -- with
that of an open set. This yields a topology-like theory of consensus, but
semitopologies generalise topologies, since the intersection of two quorums
need not nece... | [
{
"created": "Mon, 2 Oct 2023 07:48:55 GMT",
"version": "v1"
},
{
"created": "Wed, 29 May 2024 11:13:27 GMT",
"version": "v2"
}
] | 2024-05-30 | [
[
"Gabbay",
"Murdoch",
""
],
[
"Losa",
"Giuliano",
""
]
] | Semitopologies model consensus in distributed system by equating the notion of a quorum -- a set of participants sufficient to make local progress -- with that of an open set. This yields a topology-like theory of consensus, but semitopologies generalise topologies, since the intersection of two quorums need not necess... |
2406.10991 | Tianhua Zhang | Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James Glass, Helen Meng | Adaptive Query Rewriting: Aligning Rewriters through Marginal
Probability of Conversational Answers | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Query rewriting is a crucial technique for passage retrieval in open-domain
conversational question answering (CQA). It decontexualizes conversational
queries into self-contained questions suitable for off-the-shelf retrievers.
Existing methods attempt to incorporate retriever's preference during the
training of rewr... | [
{
"created": "Sun, 16 Jun 2024 16:09:05 GMT",
"version": "v1"
}
] | 2024-06-18 | [
[
"Zhang",
"Tianhua",
""
],
[
"Li",
"Kun",
""
],
[
"Luo",
"Hongyin",
""
],
[
"Wu",
"Xixin",
""
],
[
"Glass",
"James",
""
],
[
"Meng",
"Helen",
""
]
] | Query rewriting is a crucial technique for passage retrieval in open-domain conversational question answering (CQA). It decontexualizes conversational queries into self-contained questions suitable for off-the-shelf retrievers. Existing methods attempt to incorporate retriever's preference during the training of rewrit... |
1712.08345 | EPTCS | Timo Kehrer (Humboldt-University of Berlin), Alice Miller (University
of Glasgow) | Proceedings Third Workshop on Graphs as Models | null | EPTCS 263, 2017 | 10.4204/EPTCS.263 | null | cs.LO cs.DC cs.DS cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graphs are used as models in many areas of computer science and computer
engineering. For example graphs are used to represent syntax, control and data
flow, dependency, state spaces, models such as UML and other types of
domain-specific models, and social network graphs. In all of these examples,
the graph serves as... | [
{
"created": "Fri, 22 Dec 2017 08:48:17 GMT",
"version": "v1"
}
] | 2017-12-25 | [
[
"Kehrer",
"Timo",
"",
"Humboldt-University of Berlin"
],
[
"Miller",
"Alice",
"",
"University\n of Glasgow"
]
] | Graphs are used as models in many areas of computer science and computer engineering. For example graphs are used to represent syntax, control and data flow, dependency, state spaces, models such as UML and other types of domain-specific models, and social network graphs. In all of these examples, the graph serves as a... |
2211.13495 | Zeyu Shangguan | Zeyu Shangguan, Lian Huai, Tong Liu, Xingqun Jiang | Few-shot Object Detection with Refined Contrastive Learning | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to the scarcity of sampling data in reality, few-shot object detection
(FSOD) has drawn more and more attention because of its ability to quickly
train new detection concepts with less data. However, there are still failure
identifications due to the difficulty in distinguishing confusable classes. We
also notice... | [
{
"created": "Thu, 24 Nov 2022 09:34:20 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Dec 2023 11:01:09 GMT",
"version": "v2"
}
] | 2023-12-22 | [
[
"Shangguan",
"Zeyu",
""
],
[
"Huai",
"Lian",
""
],
[
"Liu",
"Tong",
""
],
[
"Jiang",
"Xingqun",
""
]
] | Due to the scarcity of sampling data in reality, few-shot object detection (FSOD) has drawn more and more attention because of its ability to quickly train new detection concepts with less data. However, there are still failure identifications due to the difficulty in distinguishing confusable classes. We also notice t... |
2404.17421 | Laura Bozzelli | Massimo Benerecetti, Laura Bozzelli, Fabio Mogavero, Adriano Peron | Automata-Theoretic Characterisations of Branching-Time Temporal Logics | null | null | null | null | cs.LO | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Characterisations theorems serve as important tools in model theory and can
be used to assess and compare the expressive power of temporal languages used
for the specification and verification of properties in formal methods. While
complete connections have been established for the linear-time case between
temporal l... | [
{
"created": "Fri, 26 Apr 2024 13:58:19 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Apr 2024 02:40:03 GMT",
"version": "v2"
}
] | 2024-04-30 | [
[
"Benerecetti",
"Massimo",
""
],
[
"Bozzelli",
"Laura",
""
],
[
"Mogavero",
"Fabio",
""
],
[
"Peron",
"Adriano",
""
]
] | Characterisations theorems serve as important tools in model theory and can be used to assess and compare the expressive power of temporal languages used for the specification and verification of properties in formal methods. While complete connections have been established for the linear-time case between temporal log... |
2002.06517 | Kyungsu Kim | Hyungjun Kim, Kyungsu Kim, Jinseok Kim, Jae-Joon Kim | BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by
Coupling Binary Activations | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Binary Neural Networks (BNNs) have been garnering interest thanks to their
compute cost reduction and memory savings. However, BNNs suffer from
performance degradation mainly due to the gradient mismatch caused by
binarizing activations. Previous works tried to address the gradient mismatch
problem by reducing the di... | [
{
"created": "Sun, 16 Feb 2020 06:18:53 GMT",
"version": "v1"
}
] | 2020-02-18 | [
[
"Kim",
"Hyungjun",
""
],
[
"Kim",
"Kyungsu",
""
],
[
"Kim",
"Jinseok",
""
],
[
"Kim",
"Jae-Joon",
""
]
] | Binary Neural Networks (BNNs) have been garnering interest thanks to their compute cost reduction and memory savings. However, BNNs suffer from performance degradation mainly due to the gradient mismatch caused by binarizing activations. Previous works tried to address the gradient mismatch problem by reducing the disc... |
2012.03891 | Amalie Trewartha | Amalie Trewartha, John Dagdelen, Haoyan Huo, Kevin Cruse, Zheren Wang,
Tanjin He, Akshay Subramanian, Yuxing Fei, Benjamin Justus, Kristin Persson,
Gerbrand Ceder | COVIDScholar: An automated COVID-19 research aggregation and analysis
platform | null | null | null | null | cs.DL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ongoing COVID-19 pandemic has had far-reaching effects throughout
society, and science is no exception. The scale, speed, and breadth of the
scientific community's COVID-19 response has lead to the emergence of new
research literature on a remarkable scale -- as of October 2020, over 81,000
COVID-19 related scien... | [
{
"created": "Mon, 7 Dec 2020 18:17:11 GMT",
"version": "v1"
}
] | 2020-12-08 | [
[
"Trewartha",
"Amalie",
""
],
[
"Dagdelen",
"John",
""
],
[
"Huo",
"Haoyan",
""
],
[
"Cruse",
"Kevin",
""
],
[
"Wang",
"Zheren",
""
],
[
"He",
"Tanjin",
""
],
[
"Subramanian",
"Akshay",
""
],
[
"Fei"... | The ongoing COVID-19 pandemic has had far-reaching effects throughout society, and science is no exception. The scale, speed, and breadth of the scientific community's COVID-19 response has lead to the emergence of new research literature on a remarkable scale -- as of October 2020, over 81,000 COVID-19 related scienti... |
2303.05336 | Nicola Rizzo | Nicola Rizzo, Massimo Equi, Tuukka Norri, Veli M\"akinen | Elastic Founder Graphs Improved and Enhanced | 47 pages, 10 figures. Extension of conference papers IWOCA 2022
(https://doi.org/10.1007/978-3-031-06678-8_35 , preprint arXiv:2201.06492),
CPM 2022 (https://doi.org/10.4230/LIPIcs.CPM.2022.19 ), and of some results
from PhD dissertation projects of Massimo Equi
(http://urn.fi/URN:ISBN:978-951-51-8217-3 ) and T... | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Indexing labeled graphs for pattern matching is a central challenge of
pangenomics. Equi et al. (Algorithmica, 2022) developed the Elastic Founder
Graph ($\mathsf{EFG}$) representing an alignment of $m$ sequences of length
$n$, drawn from alphabet $\Sigma$ plus the special gap character: the paths
spell the original ... | [
{
"created": "Thu, 9 Mar 2023 15:31:42 GMT",
"version": "v1"
}
] | 2023-03-10 | [
[
"Rizzo",
"Nicola",
""
],
[
"Equi",
"Massimo",
""
],
[
"Norri",
"Tuukka",
""
],
[
"Mäkinen",
"Veli",
""
]
] | Indexing labeled graphs for pattern matching is a central challenge of pangenomics. Equi et al. (Algorithmica, 2022) developed the Elastic Founder Graph ($\mathsf{EFG}$) representing an alignment of $m$ sequences of length $n$, drawn from alphabet $\Sigma$ plus the special gap character: the paths spell the original se... |
1806.02305 | Samuel Kadoury | Marc-Antoine Boucher, Sarah Lippe, Amelie Damphousse, Ramy El-Jalbout,
Samuel Kadoury | Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D
Transfontanelle US | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Ultrasound (US) can be used to assess brain development in newborns, as MRI
is challenging due to immobilization issues, and may require sedation.
Dilatation of the lateral ventricles in the brain is a risk factor for poorer
neurodevelopment outcomes in infants. Hence, 3D US has the ability to assess
the volume of th... | [
{
"created": "Wed, 6 Jun 2018 17:10:06 GMT",
"version": "v1"
}
] | 2018-06-07 | [
[
"Boucher",
"Marc-Antoine",
""
],
[
"Lippe",
"Sarah",
""
],
[
"Damphousse",
"Amelie",
""
],
[
"El-Jalbout",
"Ramy",
""
],
[
"Kadoury",
"Samuel",
""
]
] | Ultrasound (US) can be used to assess brain development in newborns, as MRI is challenging due to immobilization issues, and may require sedation. Dilatation of the lateral ventricles in the brain is a risk factor for poorer neurodevelopment outcomes in infants. Hence, 3D US has the ability to assess the volume of the ... |
2203.08332 | Liang Peng | Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai | WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection | Accepted by ICLR 2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Monocular 3D object detection is one of the most challenging tasks in 3D
scene understanding. Due to the ill-posed nature of monocular imagery, existing
monocular 3D detection methods highly rely on training with the manually
annotated 3D box labels on the LiDAR point clouds. This annotation process is
very laborious... | [
{
"created": "Wed, 16 Mar 2022 00:37:08 GMT",
"version": "v1"
}
] | 2022-03-17 | [
[
"Peng",
"Liang",
""
],
[
"Yan",
"Senbo",
""
],
[
"Wu",
"Boxi",
""
],
[
"Yang",
"Zheng",
""
],
[
"He",
"Xiaofei",
""
],
[
"Cai",
"Deng",
""
]
] | Monocular 3D object detection is one of the most challenging tasks in 3D scene understanding. Due to the ill-posed nature of monocular imagery, existing monocular 3D detection methods highly rely on training with the manually annotated 3D box labels on the LiDAR point clouds. This annotation process is very laborious a... |
2008.08963 | Srijita Kundu | Rahul Jain and Srijita Kundu | A Direct Product Theorem for One-Way Quantum Communication | 31 pages, 1 figure | null | null | null | cs.CC quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We prove a direct product theorem for the one-way entanglement-assisted
quantum communication complexity of a general relation
$f\subseteq\mathcal{X}\times\mathcal{Y}\times\mathcal{Z}$. For any
$\varepsilon, \zeta > 0$ and any $k\geq1$, we show that \[
\mathrm{Q}^1_{1-(1-\varepsilon)^{\Omega(\zeta^6k/\log|\mathcal{Z}... | [
{
"created": "Thu, 20 Aug 2020 13:31:41 GMT",
"version": "v1"
}
] | 2020-08-21 | [
[
"Jain",
"Rahul",
""
],
[
"Kundu",
"Srijita",
""
]
] | We prove a direct product theorem for the one-way entanglement-assisted quantum communication complexity of a general relation $f\subseteq\mathcal{X}\times\mathcal{Y}\times\mathcal{Z}$. For any $\varepsilon, \zeta > 0$ and any $k\geq1$, we show that \[ \mathrm{Q}^1_{1-(1-\varepsilon)^{\Omega(\zeta^6k/\log|\mathcal{Z}|)... |
1607.02230 | EPTCS | Antonina Nepeivoda | Turchin's Relation for Call-by-Name Computations: A Formal Approach | In Proceedings VPT 2016, arXiv:1607.01835 | EPTCS 216, 2016, pp. 137-159 | 10.4204/EPTCS.216.8 | null | cs.PL cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Supercompilation is a program transformation technique that was first
described by V. F. Turchin in the 1970s. In supercompilation, Turchin's
relation as a similarity relation on call-stack configurations is used both for
call-by-value and call-by-name semantics to terminate unfolding of the program
being transformed... | [
{
"created": "Fri, 8 Jul 2016 05:31:36 GMT",
"version": "v1"
}
] | 2016-07-11 | [
[
"Nepeivoda",
"Antonina",
""
]
] | Supercompilation is a program transformation technique that was first described by V. F. Turchin in the 1970s. In supercompilation, Turchin's relation as a similarity relation on call-stack configurations is used both for call-by-value and call-by-name semantics to terminate unfolding of the program being transformed. ... |
2210.12491 | Behzad Ghanbarian | Alireza Roustazadeh, Behzad Ghanbarian, Mohammad B. Shadmand, Vahid
Taslimitehrani, Larry W. Lake | Estimating oil and gas recovery factors via machine learning:
Database-dependent accuracy and reliability | null | Engineering Applications of Artificial Intelligence Volume 128,
February 2024, 107500 | 10.1016/j.engappai.2023.107500 | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | With recent advances in artificial intelligence, machine learning (ML)
approaches have become an attractive tool in petroleum engineering,
particularly for reservoir characterizations. A key reservoir property is
hydrocarbon recovery factor (RF) whose accurate estimation would provide
decisive insights to drilling an... | [
{
"created": "Sat, 22 Oct 2022 16:25:49 GMT",
"version": "v1"
}
] | 2023-12-05 | [
[
"Roustazadeh",
"Alireza",
""
],
[
"Ghanbarian",
"Behzad",
""
],
[
"Shadmand",
"Mohammad B.",
""
],
[
"Taslimitehrani",
"Vahid",
""
],
[
"Lake",
"Larry W.",
""
]
] | With recent advances in artificial intelligence, machine learning (ML) approaches have become an attractive tool in petroleum engineering, particularly for reservoir characterizations. A key reservoir property is hydrocarbon recovery factor (RF) whose accurate estimation would provide decisive insights to drilling and ... |
2107.05220 | Yannis Stamatiou | Vasiliki Liagkou, Panayotis Nastou, Paul Spirakis, Yannis Stamatiou | On the undecidability of the Panopticon detection problem | 13 pages, no figures, technical report | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | The Panopticon (which means "watcher of everything") is a well-known
structure of continuous surveillance and discipline proposed by Bentham in
1785. This device was, later, used by Foucault and other philosophers as a
paradigm and metaphor for the study of constitutional power and knowledge as
well as a model of ind... | [
{
"created": "Mon, 12 Jul 2021 06:48:17 GMT",
"version": "v1"
}
] | 2021-07-13 | [
[
"Liagkou",
"Vasiliki",
""
],
[
"Nastou",
"Panayotis",
""
],
[
"Spirakis",
"Paul",
""
],
[
"Stamatiou",
"Yannis",
""
]
] | The Panopticon (which means "watcher of everything") is a well-known structure of continuous surveillance and discipline proposed by Bentham in 1785. This device was, later, used by Foucault and other philosophers as a paradigm and metaphor for the study of constitutional power and knowledge as well as a model of indiv... |
1405.2496 | Stefano Gonella | Jeffrey M. Druce, Jarvis D. Haupt, Stefano Gonella | Anomaly-Sensitive Dictionary Learning for Unsupervised Diagnostics of
Solid Media | Submitted to the Proceedings of the Royal Society A | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a strategy for the detection and triangulation of
structural anomalies in solid media. The method revolves around the
construction of sparse representations of the medium's dynamic response,
obtained by learning instructive dictionaries which form a suitable basis for
the response data. The result... | [
{
"created": "Sun, 11 May 2014 04:24:35 GMT",
"version": "v1"
}
] | 2014-05-13 | [
[
"Druce",
"Jeffrey M.",
""
],
[
"Haupt",
"Jarvis D.",
""
],
[
"Gonella",
"Stefano",
""
]
] | This paper proposes a strategy for the detection and triangulation of structural anomalies in solid media. The method revolves around the construction of sparse representations of the medium's dynamic response, obtained by learning instructive dictionaries which form a suitable basis for the response data. The resultin... |
cs/0501033 | Pierre-Louis Curien | Pierre-Louis Curien (PPS) | Playful, streamlike computation | null | Domain theory, logic and computation, Kluwer Academic Publishers
(Ed.) (2003) 1-24 | null | null | cs.LO | null | We offer a short tour into the interactive interpretation of sequential
programs. We emphasize streamlike computation -- that is, computation of
successive bits of information upon request. The core of the approach surveyed
here dates back to the work of Berry and the author on sequential algorithms on
concrete data ... | [
{
"created": "Tue, 18 Jan 2005 07:39:09 GMT",
"version": "v1"
}
] | 2007-06-17 | [
[
"Curien",
"Pierre-Louis",
"",
"PPS"
]
] | We offer a short tour into the interactive interpretation of sequential programs. We emphasize streamlike computation -- that is, computation of successive bits of information upon request. The core of the approach surveyed here dates back to the work of Berry and the author on sequential algorithms on concrete data st... |
2210.07448 | Stefan Larson | Stefan Larson, Gordon Lim, Yutong Ai, David Kuang, Kevin Leach | Evaluating Out-of-Distribution Performance on Document Image Classifiers | NeurIPS D&B 2022 | null | null | null | cs.CV cs.CL | http://creativecommons.org/licenses/by/4.0/ | The ability of a document classifier to handle inputs that are drawn from a
distribution different from the training distribution is crucial for robust
deployment and generalizability. The RVL-CDIP corpus is the de facto standard
benchmark for document classification, yet to our knowledge all studies that
use this co... | [
{
"created": "Fri, 14 Oct 2022 01:24:21 GMT",
"version": "v1"
},
{
"created": "Wed, 18 Jan 2023 16:26:48 GMT",
"version": "v2"
}
] | 2023-01-19 | [
[
"Larson",
"Stefan",
""
],
[
"Lim",
"Gordon",
""
],
[
"Ai",
"Yutong",
""
],
[
"Kuang",
"David",
""
],
[
"Leach",
"Kevin",
""
]
] | The ability of a document classifier to handle inputs that are drawn from a distribution different from the training distribution is crucial for robust deployment and generalizability. The RVL-CDIP corpus is the de facto standard benchmark for document classification, yet to our knowledge all studies that use this corp... |
2202.07630 | Chen Liu | Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vuli\'c, Iryna Gurevych | Delving Deeper into Cross-lingual Visual Question Answering | Findings of EACL 2023 | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Visual question answering (VQA) is one of the crucial vision-and-language
tasks. Yet, existing VQA research has mostly focused on the English language,
due to a lack of suitable evaluation resources. Previous work on cross-lingual
VQA has reported poor zero-shot transfer performance of current multilingual
multimodal... | [
{
"created": "Tue, 15 Feb 2022 18:22:18 GMT",
"version": "v1"
},
{
"created": "Thu, 8 Jun 2023 18:33:28 GMT",
"version": "v2"
}
] | 2023-06-12 | [
[
"Liu",
"Chen",
""
],
[
"Pfeiffer",
"Jonas",
""
],
[
"Korhonen",
"Anna",
""
],
[
"Vulić",
"Ivan",
""
],
[
"Gurevych",
"Iryna",
""
]
] | Visual question answering (VQA) is one of the crucial vision-and-language tasks. Yet, existing VQA research has mostly focused on the English language, due to a lack of suitable evaluation resources. Previous work on cross-lingual VQA has reported poor zero-shot transfer performance of current multilingual multimodal T... |
1311.0251 | Andrew Mao | Andrew Mao, Hossein Azari Soufiani, Yiling Chen, David C. Parkes | Capturing Variation and Uncertainty in Human Judgment | null | null | null | null | cs.IR cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The well-studied problem of statistical rank aggregation has been applied to
comparing sports teams, information retrieval, and most recently to data
generated by human judgment. Such human-generated rankings may be substantially
different from traditional statistical ranking data. In this work, we show that
a recent... | [
{
"created": "Tue, 29 Oct 2013 21:30:59 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Nov 2014 22:10:36 GMT",
"version": "v2"
}
] | 2014-11-05 | [
[
"Mao",
"Andrew",
""
],
[
"Soufiani",
"Hossein Azari",
""
],
[
"Chen",
"Yiling",
""
],
[
"Parkes",
"David C.",
""
]
] | The well-studied problem of statistical rank aggregation has been applied to comparing sports teams, information retrieval, and most recently to data generated by human judgment. Such human-generated rankings may be substantially different from traditional statistical ranking data. In this work, we show that a recently... |
cs/0702114 | David Pritchard | David Pritchard | Nearest Neighbor Network Traversal | null | null | null | null | cs.DC | null | A mobile agent in a network wants to visit every node of an n-node network,
using a small number of steps. We investigate the performance of the following
``nearest neighbor'' heuristic: always go to the nearest unvisited node. If the
network graph never changes, then from (Rosenkrantz, Stearns and Lewis, 1977)
and (... | [
{
"created": "Tue, 20 Feb 2007 03:54:12 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Pritchard",
"David",
""
]
] | A mobile agent in a network wants to visit every node of an n-node network, using a small number of steps. We investigate the performance of the following ``nearest neighbor'' heuristic: always go to the nearest unvisited node. If the network graph never changes, then from (Rosenkrantz, Stearns and Lewis, 1977) and (Hu... |
1906.00697 | Bin Li | Xiaoyu Shi, Benedetta Tondi, Bin Li, Mauro Barni | CNN-based Steganalysis and Parametric Adversarial Embedding: a
Game-Theoretic Framework | Adversarial embedding, deep learning, steganography, steganalysis,
game theory | null | null | null | cs.MM cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | CNN-based steganalysis has recently achieved very good performance in
detecting content-adaptive steganography. At the same time, recent works have
shown that, by adopting an approach similar to that used to build adversarial
examples, a steganographer can adopt an adversarial embedding strategy to
effectively counte... | [
{
"created": "Mon, 3 Jun 2019 10:48:36 GMT",
"version": "v1"
}
] | 2019-06-04 | [
[
"Shi",
"Xiaoyu",
""
],
[
"Tondi",
"Benedetta",
""
],
[
"Li",
"Bin",
""
],
[
"Barni",
"Mauro",
""
]
] | CNN-based steganalysis has recently achieved very good performance in detecting content-adaptive steganography. At the same time, recent works have shown that, by adopting an approach similar to that used to build adversarial examples, a steganographer can adopt an adversarial embedding strategy to effectively counter ... |
2205.08521 | Michael Rudow | Michael Rudow and K.V. Rashmi | Learning-Augmented Streaming Codes are Approximately Optimal for
Variable-Size Messages | 13 pages, 8 figures, this is an extended version of the IEEE ISIT
2022 paper with the same title | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Real-time streaming communication requires a high quality of service despite
contending with packet loss. Streaming codes are a class of codes best suited
for this setting. A key challenge for streaming codes is that they operate in
an "online" setting in which the amount of data to be transmitted varies over
time an... | [
{
"created": "Tue, 17 May 2022 17:45:53 GMT",
"version": "v1"
}
] | 2022-05-18 | [
[
"Rudow",
"Michael",
""
],
[
"Rashmi",
"K. V.",
""
]
] | Real-time streaming communication requires a high quality of service despite contending with packet loss. Streaming codes are a class of codes best suited for this setting. A key challenge for streaming codes is that they operate in an "online" setting in which the amount of data to be transmitted varies over time and ... |
1210.6413 | EPTCS | Eduardo Zambon (University of Twente), Arend Rensink (University of
Twente) | Graph Subsumption in Abstract State Space Exploration | In Proceedings GRAPHITE 2012, arXiv:1210.6118 | EPTCS 99, 2012, pp. 35-49 | 10.4204/EPTCS.99.6 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present the extension of an existing method for abstract
graph-based state space exploration, called neighbourhood abstraction, with a
reduction technique based on subsumption. Basically, one abstract state
subsumes another when it covers more concrete states; in such a case, the
subsumed state need ... | [
{
"created": "Wed, 24 Oct 2012 00:33:15 GMT",
"version": "v1"
}
] | 2012-10-25 | [
[
"Zambon",
"Eduardo",
"",
"University of Twente"
],
[
"Rensink",
"Arend",
"",
"University of\n Twente"
]
] | In this paper we present the extension of an existing method for abstract graph-based state space exploration, called neighbourhood abstraction, with a reduction technique based on subsumption. Basically, one abstract state subsumes another when it covers more concrete states; in such a case, the subsumed state need no... |
1506.08637 | Maice Costa | Maice Costa, Marian Codreanu, and Anthony Ephremides | On The Age Of Information In Status Update Systems With Packet
Management | 20 pages, 7 figures | null | null | null | cs.IT cs.NI math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a communication system in which status updates arrive at a source
node, and should be transmitted through a network to the intended destination
node. The status updates are samples of a random process under observation,
transmitted as packets, which also contain the time stamp to identify when the
sample ... | [
{
"created": "Mon, 29 Jun 2015 14:09:54 GMT",
"version": "v1"
}
] | 2015-06-30 | [
[
"Costa",
"Maice",
""
],
[
"Codreanu",
"Marian",
""
],
[
"Ephremides",
"Anthony",
""
]
] | We consider a communication system in which status updates arrive at a source node, and should be transmitted through a network to the intended destination node. The status updates are samples of a random process under observation, transmitted as packets, which also contain the time stamp to identify when the sample wa... |
1908.06381 | Danylo Malyuta | Danylo Malyuta, Christian Brommer, Daniel Hentzen, Thomas Stastny,
Roland Siegwart, Roland Brockers | Long-Duration Fully Autonomous Operation of Rotorcraft Unmanned Aerial
Systems for Remote-Sensing Data Acquisition | 38 pages, 28 figures | J Field Robotics (2019) 1-21 | 10.1002/rob.21898 | null | cs.RO cs.CV cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent applications of unmanned aerial systems (UAS) to precision agriculture
have shown increased ease and efficiency in data collection at precise remote
locations. However, further enhancement of the field requires operation over
long periods of time, e.g. days or weeks. This has so far been impractical due
to the... | [
{
"created": "Sun, 18 Aug 2019 06:33:52 GMT",
"version": "v1"
}
] | 2019-08-20 | [
[
"Malyuta",
"Danylo",
""
],
[
"Brommer",
"Christian",
""
],
[
"Hentzen",
"Daniel",
""
],
[
"Stastny",
"Thomas",
""
],
[
"Siegwart",
"Roland",
""
],
[
"Brockers",
"Roland",
""
]
] | Recent applications of unmanned aerial systems (UAS) to precision agriculture have shown increased ease and efficiency in data collection at precise remote locations. However, further enhancement of the field requires operation over long periods of time, e.g. days or weeks. This has so far been impractical due to the l... |
2106.12021 | Abhishek Moitra | Abhishek Moitra and Priyadarshini Panda | DetectX -- Adversarial Input Detection using Current Signatures in
Memristive XBar Arrays | 14 pages, 13 figures | IEEE Transactions on Circuits and Systems 1- Regular Papers, 2021 | 10.1109/TCSI.2021.3110487 | null | cs.CR cs.ET | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Adversarial input detection has emerged as a prominent technique to harden
Deep Neural Networks(DNNs) against adversarial attacks. Most prior works use
neural network-based detectors or complex statistical analysis for adversarial
detection. These approaches are computationally intensive and vulnerable to
adversarial... | [
{
"created": "Tue, 22 Jun 2021 19:09:03 GMT",
"version": "v1"
}
] | 2021-10-11 | [
[
"Moitra",
"Abhishek",
""
],
[
"Panda",
"Priyadarshini",
""
]
] | Adversarial input detection has emerged as a prominent technique to harden Deep Neural Networks(DNNs) against adversarial attacks. Most prior works use neural network-based detectors or complex statistical analysis for adversarial detection. These approaches are computationally intensive and vulnerable to adversarial a... |
2103.01578 | Daiki Morinaga | Daiki Morinaga, Kazuto Fukuchi, Jun Sakuma, and Youhei Akimoto | Convergence Rate of the (1+1)-Evolution Strategy with Success-Based
Step-Size Adaptation on Convex Quadratic Functions | 17 pages | null | null | null | cs.NE | http://creativecommons.org/licenses/by/4.0/ | The (1+1)-evolution strategy (ES) with success-based step-size adaptation is
analyzed on a general convex quadratic function and its monotone
transformation, that is, $f(x) = g((x - x^*)^\mathrm{T} H (x - x^*))$, where
$g:\mathbb{R}\to\mathbb{R}$ is a strictly increasing function, $H$ is a
positive-definite symmetric... | [
{
"created": "Tue, 2 Mar 2021 09:03:44 GMT",
"version": "v1"
},
{
"created": "Mon, 12 Apr 2021 14:16:38 GMT",
"version": "v2"
}
] | 2021-04-13 | [
[
"Morinaga",
"Daiki",
""
],
[
"Fukuchi",
"Kazuto",
""
],
[
"Sakuma",
"Jun",
""
],
[
"Akimoto",
"Youhei",
""
]
] | The (1+1)-evolution strategy (ES) with success-based step-size adaptation is analyzed on a general convex quadratic function and its monotone transformation, that is, $f(x) = g((x - x^*)^\mathrm{T} H (x - x^*))$, where $g:\mathbb{R}\to\mathbb{R}$ is a strictly increasing function, $H$ is a positive-definite symmetric m... |
1506.03883 | Dietmar Berwanger | Dietmar Berwanger, Anup Basil Mathew, Marie van den Bogaard | Hierarchical Information and the Synthesis of Distributed Strategies | 35 pages, 6 figures; extended version of a paper presented at ATVA
2015 | null | null | null | cs.GT cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Infinite games with imperfect information are known to be undecidable unless
the information flow is severely restricted. One fundamental decidable case
occurs when there is a total ordering among players, such that each player has
access to all the information that the following ones receive.
In this paper we cons... | [
{
"created": "Fri, 12 Jun 2015 01:11:24 GMT",
"version": "v1"
},
{
"created": "Sat, 16 Jul 2016 12:14:37 GMT",
"version": "v2"
}
] | 2016-07-19 | [
[
"Berwanger",
"Dietmar",
""
],
[
"Mathew",
"Anup Basil",
""
],
[
"Bogaard",
"Marie van den",
""
]
] | Infinite games with imperfect information are known to be undecidable unless the information flow is severely restricted. One fundamental decidable case occurs when there is a total ordering among players, such that each player has access to all the information that the following ones receive. In this paper we consider... |
1902.01975 | Alireza Javani | Alireza Javani, Marwen Zorgui and Zhiying Wang | Age of Information in Multiple Sensing | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Having timely and fresh knowledge about the current state of information
sources is critical in a variety of applications. In particular, a status
update may arrive at the destination much later than its generation time due to
processing and communication delays. The freshness of the status update at the
destination ... | [
{
"created": "Tue, 5 Feb 2019 23:28:02 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Jun 2019 01:34:00 GMT",
"version": "v2"
}
] | 2019-06-14 | [
[
"Javani",
"Alireza",
""
],
[
"Zorgui",
"Marwen",
""
],
[
"Wang",
"Zhiying",
""
]
] | Having timely and fresh knowledge about the current state of information sources is critical in a variety of applications. In particular, a status update may arrive at the destination much later than its generation time due to processing and communication delays. The freshness of the status update at the destination is... |
2310.03091 | Daile Osorio-Roig | Daile Osorio-Roig, Lazaro J. Gonzalez-Soler, Christian Rathgeb,
Christoph Busch | Privacy-preserving Multi-biometric Indexing based on Frequent Binary
Patterns | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | The development of large-scale identification systems that ensure the privacy
protection of enrolled subjects represents a major challenge. Biometric
deployments that provide interoperability and usability by including efficient
multi-biometric solutions are a recent requirement. In the context of privacy
protection,... | [
{
"created": "Wed, 4 Oct 2023 18:18:24 GMT",
"version": "v1"
}
] | 2023-10-06 | [
[
"Osorio-Roig",
"Daile",
""
],
[
"Gonzalez-Soler",
"Lazaro J.",
""
],
[
"Rathgeb",
"Christian",
""
],
[
"Busch",
"Christoph",
""
]
] | The development of large-scale identification systems that ensure the privacy protection of enrolled subjects represents a major challenge. Biometric deployments that provide interoperability and usability by including efficient multi-biometric solutions are a recent requirement. In the context of privacy protection, s... |
2304.13149 | Christophe Van Gysel | Christophe Van Gysel | Modeling Spoken Information Queries for Virtual Assistants: Open
Problems, Challenges and Opportunities | SIGIR '23. The 46th International ACM SIGIR Conference on Research &
Development in Information Retrieval | null | 10.1145/3539618.3591849 | null | cs.IR cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Virtual assistants are becoming increasingly important speech-driven
Information Retrieval platforms that assist users with various tasks.
We discuss open problems and challenges with respect to modeling spoken
information queries for virtual assistants, and list opportunities where
Information Retrieval methods an... | [
{
"created": "Tue, 25 Apr 2023 20:52:40 GMT",
"version": "v1"
}
] | 2023-04-27 | [
[
"Van Gysel",
"Christophe",
""
]
] | Virtual assistants are becoming increasingly important speech-driven Information Retrieval platforms that assist users with various tasks. We discuss open problems and challenges with respect to modeling spoken information queries for virtual assistants, and list opportunities where Information Retrieval methods and re... |
2301.10404 | Chetan Arora | Khlood Ahmad, Mohamed Abdelrazek, Chetan Arora, Muneera Bano, John
Grundy | Requirements Practices and Gaps When Engineering Human-Centered
Artificial Intelligence Systems | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | [Context] Engineering Artificial Intelligence (AI) software is a relatively
new area with many challenges, unknowns, and limited proven best practices. Big
companies such as Google, Microsoft, and Apple have provided a suite of recent
guidelines to assist engineering teams in building human-centered AI systems.
[Obje... | [
{
"created": "Wed, 25 Jan 2023 04:45:06 GMT",
"version": "v1"
}
] | 2023-01-26 | [
[
"Ahmad",
"Khlood",
""
],
[
"Abdelrazek",
"Mohamed",
""
],
[
"Arora",
"Chetan",
""
],
[
"Bano",
"Muneera",
""
],
[
"Grundy",
"John",
""
]
] | [Context] Engineering Artificial Intelligence (AI) software is a relatively new area with many challenges, unknowns, and limited proven best practices. Big companies such as Google, Microsoft, and Apple have provided a suite of recent guidelines to assist engineering teams in building human-centered AI systems. [Object... |
2208.10922 | Dongchan Min | Dongchan Min, Minyoung Song, Eunji Ko, Sung Ju Hwang | StyleTalker: One-shot Style-based Audio-driven Talking Head Video
Generation | null | null | null | null | cs.CV cs.LG eess.AS eess.IV | http://creativecommons.org/licenses/by/4.0/ | We propose StyleTalker, a novel audio-driven talking head generation model
that can synthesize a video of a talking person from a single reference image
with accurately audio-synced lip shapes, realistic head poses, and eye blinks.
Specifically, by leveraging a pretrained image generator and an image encoder,
we esti... | [
{
"created": "Tue, 23 Aug 2022 12:49:01 GMT",
"version": "v1"
},
{
"created": "Fri, 15 Mar 2024 08:48:04 GMT",
"version": "v2"
}
] | 2024-03-18 | [
[
"Min",
"Dongchan",
""
],
[
"Song",
"Minyoung",
""
],
[
"Ko",
"Eunji",
""
],
[
"Hwang",
"Sung Ju",
""
]
] | We propose StyleTalker, a novel audio-driven talking head generation model that can synthesize a video of a talking person from a single reference image with accurately audio-synced lip shapes, realistic head poses, and eye blinks. Specifically, by leveraging a pretrained image generator and an image encoder, we estima... |
1602.02685 | Cristobal Esteban | Crist\'obal Esteban, Oliver Staeck, Yinchong Yang and Volker Tresp | Predicting Clinical Events by Combining Static and Dynamic Information
Using Recurrent Neural Networks | null | null | null | null | cs.LG cs.AI cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In clinical data sets we often find static information (e.g. patient gender,
blood type, etc.) combined with sequences of data that are recorded during
multiple hospital visits (e.g. medications prescribed, tests performed, etc.).
Recurrent Neural Networks (RNNs) have proven to be very successful for
modelling sequen... | [
{
"created": "Mon, 8 Feb 2016 18:30:58 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Nov 2016 11:52:19 GMT",
"version": "v2"
}
] | 2016-11-18 | [
[
"Esteban",
"Cristóbal",
""
],
[
"Staeck",
"Oliver",
""
],
[
"Yang",
"Yinchong",
""
],
[
"Tresp",
"Volker",
""
]
] | In clinical data sets we often find static information (e.g. patient gender, blood type, etc.) combined with sequences of data that are recorded during multiple hospital visits (e.g. medications prescribed, tests performed, etc.). Recurrent Neural Networks (RNNs) have proven to be very successful for modelling sequence... |
2310.02635 | Weirui Ye | Weirui Ye, Yunsheng Zhang, Mengchen Wang, Shengjie Wang, Xianfan Gu,
Pieter Abbeel, Yang Gao | Foundation Reinforcement Learning: towards Embodied Generalist Agents
with Foundation Prior Assistance | null | null | null | null | cs.RO cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, people have shown that large-scale pre-training from internet-scale
data is the key to building generalist models, as witnessed in NLP. To build
embodied generalist agents, we and many other researchers hypothesize that such
foundation prior is also an indispensable component. However, it is unclear
what is... | [
{
"created": "Wed, 4 Oct 2023 07:56:42 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Oct 2023 04:13:20 GMT",
"version": "v2"
}
] | 2023-10-11 | [
[
"Ye",
"Weirui",
""
],
[
"Zhang",
"Yunsheng",
""
],
[
"Wang",
"Mengchen",
""
],
[
"Wang",
"Shengjie",
""
],
[
"Gu",
"Xianfan",
""
],
[
"Abbeel",
"Pieter",
""
],
[
"Gao",
"Yang",
""
]
] | Recently, people have shown that large-scale pre-training from internet-scale data is the key to building generalist models, as witnessed in NLP. To build embodied generalist agents, we and many other researchers hypothesize that such foundation prior is also an indispensable component. However, it is unclear what is t... |
2304.12671 | Raquel Blanco | Raquel Blanco, Javier Tuya, Ruben V. Seco | Test adequacy evaluation for the user-database interaction: a
specification-based approach | IEEE Fifth International Conference on Software Testing, Verification
and Validation (ICST 2012), Montreal, QC, Canada, 2012 | null | 10.1109/ICST.2012.87 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Testing a database application is a challenging process where both the
database and the user interaction have to be considered in the design of test
cases. This paper describes a specification-based approach to guide the design
of test inputs (both the test database and the user inputs) for a database
application and... | [
{
"created": "Tue, 25 Apr 2023 09:20:22 GMT",
"version": "v1"
}
] | 2023-04-26 | [
[
"Blanco",
"Raquel",
""
],
[
"Tuya",
"Javier",
""
],
[
"Seco",
"Ruben V.",
""
]
] | Testing a database application is a challenging process where both the database and the user interaction have to be considered in the design of test cases. This paper describes a specification-based approach to guide the design of test inputs (both the test database and the user inputs) for a database application and t... |
2205.05626 | Mohammad Dehghani Soltani | Mohammad Dehghani Soltani, Hossein Kazemi, Elham Sarbazi, Taisir E. H.
El-Gorashi, Jaafar M. H. Elmirghani, Richard V. Penty, Ian H. White, Harald
Haas and Majid Safari | High-Speed Imaging Receiver Design for 6G Optical Wireless
Communications: A Rate-FOV Trade-Off | 30 pages, 15 Figures and 6 Tables | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | The design of a compact high-speed and wide field of view (FOV) receiver is
challenging due to the presence of two well-known trade-offs. The first one is
the area-bandwidth trade-off of photodetectors (PDs) and the second one is the
gain-FOV trade-off due to the use of optics. The combined effects of these two
trade... | [
{
"created": "Wed, 11 May 2022 16:51:19 GMT",
"version": "v1"
}
] | 2022-05-12 | [
[
"Soltani",
"Mohammad Dehghani",
""
],
[
"Kazemi",
"Hossein",
""
],
[
"Sarbazi",
"Elham",
""
],
[
"El-Gorashi",
"Taisir E. H.",
""
],
[
"Elmirghani",
"Jaafar M. H.",
""
],
[
"Penty",
"Richard V.",
""
],
[
"White",
... | The design of a compact high-speed and wide field of view (FOV) receiver is challenging due to the presence of two well-known trade-offs. The first one is the area-bandwidth trade-off of photodetectors (PDs) and the second one is the gain-FOV trade-off due to the use of optics. The combined effects of these two trade-o... |
2106.04811 | Jem Guhit | Jem Guhit, Edward Colone, Shawn McKee, Kris Steinhoff, and Katarina
Thomas | Benchmarking NetBASILISK: a Network Security Project for Science | 12 pages, 4 figures, presented at vCHEP '21 Conference | null | 10.1051/epjconf/202125102068 | null | cs.DC cs.CR cs.DB cs.NI | http://creativecommons.org/licenses/by/4.0/ | Infrastructures supporting distributed scientific collaborations must address
competing goals in both providing high-performance access to resources while
simultaneously securing the infrastructure against security threats. The
NetBASILISK project is attempting to improve the security of such
infrastructures while no... | [
{
"created": "Wed, 9 Jun 2021 05:08:26 GMT",
"version": "v1"
}
] | 2021-09-08 | [
[
"Guhit",
"Jem",
""
],
[
"Colone",
"Edward",
""
],
[
"McKee",
"Shawn",
""
],
[
"Steinhoff",
"Kris",
""
],
[
"Thomas",
"Katarina",
""
]
] | Infrastructures supporting distributed scientific collaborations must address competing goals in both providing high-performance access to resources while simultaneously securing the infrastructure against security threats. The NetBASILISK project is attempting to improve the security of such infrastructures while not ... |
1805.07885 | Araz Taeihagh | Yanwei Li, Araz Taeihagh, Martin de Jong | The Governance of Risks in Ridesharing: A Revelatory Case from Singapore | null | Energies 11, no. 5: 1277 (2018) | 10.3390/en11051277 | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently we have witnessed the worldwide adoption of many different types of
innovative technologies, such as crowdsourcing, ridesharing, open and big data,
aiming at delivering public services more efficiently and effectively. Among
them, ridesharing has received substantial attention from decision-makers
around the... | [
{
"created": "Mon, 21 May 2018 04:12:01 GMT",
"version": "v1"
}
] | 2018-05-22 | [
[
"Li",
"Yanwei",
""
],
[
"Taeihagh",
"Araz",
""
],
[
"de Jong",
"Martin",
""
]
] | Recently we have witnessed the worldwide adoption of many different types of innovative technologies, such as crowdsourcing, ridesharing, open and big data, aiming at delivering public services more efficiently and effectively. Among them, ridesharing has received substantial attention from decision-makers around the w... |
2006.01784 | Vahid Yazdanpanah | Vahid Yazdanpanah, Devrim Murat Yazan, W. Henk M. Zijm | Coordinating Multiagent Industrial Symbiosis | null | null | null | null | cs.MA cs.AI cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a formal multiagent framework for coordinating a class of
collaborative industrial practices called Industrial Symbiotic Networks (ISNs)
as cooperative games. The game-theoretic formulation of ISNs enables systematic
reasoning about what we call the ISN implementation problem. Specifically, the
characteris... | [
{
"created": "Tue, 2 Jun 2020 17:05:43 GMT",
"version": "v1"
}
] | 2020-06-03 | [
[
"Yazdanpanah",
"Vahid",
""
],
[
"Yazan",
"Devrim Murat",
""
],
[
"Zijm",
"W. Henk M.",
""
]
] | We present a formal multiagent framework for coordinating a class of collaborative industrial practices called Industrial Symbiotic Networks (ISNs) as cooperative games. The game-theoretic formulation of ISNs enables systematic reasoning about what we call the ISN implementation problem. Specifically, the characteristi... |
1004.2425 | Vishwambhar Rathi | Vishwambhar Rathi, Erik Aurell, Lars Rasmussen, Mikael Skoglund | Bounds on Thresholds Related to Maximum Satisfiability of Regular Random
Formulas | 6th International symposium on turbo codes & iterative information
processing, 2010 | null | null | null | cs.IT cs.CC cs.DM math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the regular balanced model of formula generation in conjunctive
normal form (CNF) introduced by Boufkhad, Dubois, Interian, and Selman. We say
that a formula is $p$-satisfying if there is a truth assignment satisfying
$1-2^{-k}+p 2^{-k}$ fraction of clauses. Using the first moment method we
determine uppe... | [
{
"created": "Wed, 14 Apr 2010 15:46:53 GMT",
"version": "v1"
}
] | 2010-04-15 | [
[
"Rathi",
"Vishwambhar",
""
],
[
"Aurell",
"Erik",
""
],
[
"Rasmussen",
"Lars",
""
],
[
"Skoglund",
"Mikael",
""
]
] | We consider the regular balanced model of formula generation in conjunctive normal form (CNF) introduced by Boufkhad, Dubois, Interian, and Selman. We say that a formula is $p$-satisfying if there is a truth assignment satisfying $1-2^{-k}+p 2^{-k}$ fraction of clauses. Using the first moment method we determine upper ... |
2310.03159 | Dimitri Bertsekas | Dimitri Bertsekas | New Auction Algorithms for the Assignment Problem and Extensions | null | null | null | null | cs.GT | http://creativecommons.org/licenses/by/4.0/ | We consider the classical linear assignment problem, and we introduce new
auction algorithms for its optimal and suboptimal solution. The algorithms are
founded on duality theory, and are related to ideas of competitive bidding by
persons for objects and the attendant market equilibrium, which underlie
real-life auct... | [
{
"created": "Wed, 4 Oct 2023 20:54:41 GMT",
"version": "v1"
},
{
"created": "Sat, 21 Oct 2023 16:17:58 GMT",
"version": "v2"
}
] | 2023-10-24 | [
[
"Bertsekas",
"Dimitri",
""
]
] | We consider the classical linear assignment problem, and we introduce new auction algorithms for its optimal and suboptimal solution. The algorithms are founded on duality theory, and are related to ideas of competitive bidding by persons for objects and the attendant market equilibrium, which underlie real-life auctio... |
2403.09892 | Jonathan Dunn | Jonathan Dunn and Lane Edwards-Brown | Geographically-Informed Language Identification | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | This paper develops an approach to language identification in which the set
of languages considered by the model depends on the geographic origin of the
text in question. Given that many digital corpora can be geo-referenced at the
country level, this paper formulates 16 region-specific models, each of which
contains... | [
{
"created": "Thu, 14 Mar 2024 21:55:17 GMT",
"version": "v1"
}
] | 2024-03-18 | [
[
"Dunn",
"Jonathan",
""
],
[
"Edwards-Brown",
"Lane",
""
]
] | This paper develops an approach to language identification in which the set of languages considered by the model depends on the geographic origin of the text in question. Given that many digital corpora can be geo-referenced at the country level, this paper formulates 16 region-specific models, each of which contains t... |
2402.05954 | Sijun Xia | Jianming Lv, Sijun Xia, Depin Liang, Wei Chen | EasyFS: an Efficient Model-free Feature Selection Framework via Elastic
Transformation of Features | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traditional model-free feature selection methods treat each feature
independently while disregarding the interrelationships among features, which
leads to relatively poor performance compared with the model-aware methods. To
address this challenge, we propose an efficient model-free feature selection
framework via el... | [
{
"created": "Sun, 4 Feb 2024 09:25:07 GMT",
"version": "v1"
}
] | 2024-02-12 | [
[
"Lv",
"Jianming",
""
],
[
"Xia",
"Sijun",
""
],
[
"Liang",
"Depin",
""
],
[
"Chen",
"Wei",
""
]
] | Traditional model-free feature selection methods treat each feature independently while disregarding the interrelationships among features, which leads to relatively poor performance compared with the model-aware methods. To address this challenge, we propose an efficient model-free feature selection framework via elas... |
2003.00637 | Shunping Ji | Jin Liu and Shunping Ji | A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view
Stereo Reconstruction from An Open Aerial Dataset | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A great deal of research has demonstrated recently that multi-view stereo
(MVS) matching can be solved with deep learning methods. However, these efforts
were focused on close-range objects and only a very few of the deep
learning-based methods were specifically designed for large-scale 3D urban
reconstruction due to... | [
{
"created": "Mon, 2 Mar 2020 03:04:13 GMT",
"version": "v1"
},
{
"created": "Mon, 9 Mar 2020 04:11:01 GMT",
"version": "v2"
},
{
"created": "Mon, 16 Mar 2020 04:27:33 GMT",
"version": "v3"
}
] | 2020-03-17 | [
[
"Liu",
"Jin",
""
],
[
"Ji",
"Shunping",
""
]
] | A great deal of research has demonstrated recently that multi-view stereo (MVS) matching can be solved with deep learning methods. However, these efforts were focused on close-range objects and only a very few of the deep learning-based methods were specifically designed for large-scale 3D urban reconstruction due to t... |
2312.07925 | Weiguang Zhang | Weiguang Zhang, Qiufeng Wang, Kaizhu Huang | Polar-Doc: One-Stage Document Dewarping with Multi-Scope Constraints
under Polar Representation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Document dewarping, aiming to eliminate geometric deformation in photographed
documents to benefit text recognition, has made great progress in recent years
but is still far from being solved. While Cartesian coordinates are typically
leveraged by state-of-the-art approaches to learn a group of deformation
control po... | [
{
"created": "Wed, 13 Dec 2023 06:50:30 GMT",
"version": "v1"
}
] | 2023-12-14 | [
[
"Zhang",
"Weiguang",
""
],
[
"Wang",
"Qiufeng",
""
],
[
"Huang",
"Kaizhu",
""
]
] | Document dewarping, aiming to eliminate geometric deformation in photographed documents to benefit text recognition, has made great progress in recent years but is still far from being solved. While Cartesian coordinates are typically leveraged by state-of-the-art approaches to learn a group of deformation control poin... |
2203.15496 | Gregory Kucherov | \'Eric Fusy, Gregory Kucherov | Phase transition in count approximation by Count-Min sketch with
conservative updates | 19 pages, 4 figures | null | 10.1007/978-3-031-30448-4_17 | null | cs.DS | http://creativecommons.org/licenses/by/4.0/ | Count-Min sketch is a hash-based data structure to represent a dynamically
changing associative array of counters. Here we analyse the counting version of
Count-Min under a stronger update rule known as \textit{conservative update},
assuming the uniform distribution of input keys. We show that the accuracy of
conserv... | [
{
"created": "Tue, 29 Mar 2022 12:46:04 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Jul 2022 08:34:32 GMT",
"version": "v2"
}
] | 2023-09-08 | [
[
"Fusy",
"Éric",
""
],
[
"Kucherov",
"Gregory",
""
]
] | Count-Min sketch is a hash-based data structure to represent a dynamically changing associative array of counters. Here we analyse the counting version of Count-Min under a stronger update rule known as \textit{conservative update}, assuming the uniform distribution of input keys. We show that the accuracy of conservat... |
1606.02143 | Paul Ferrand | Paul Ferrand and Mustapha Amara and Maxime Guillaud and Stefan
Valentin | Trends and Challenges in Wireless Channel Modeling for an Evolving Radio
Access | 5 figures. To appear in IEEE Communication Magazine | null | null | null | cs.IT cs.NI math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the advent of 5G, standardization and research are currently defining
the next generation of the radio access. Considering the high constraints
imposed by the future standards, disruptive technologies such as Massive MIMO
and mmWave are being proposed. At the heart of this process are wireless
channel models tha... | [
{
"created": "Tue, 7 Jun 2016 13:59:56 GMT",
"version": "v1"
}
] | 2016-06-08 | [
[
"Ferrand",
"Paul",
""
],
[
"Amara",
"Mustapha",
""
],
[
"Guillaud",
"Maxime",
""
],
[
"Valentin",
"Stefan",
""
]
] | With the advent of 5G, standardization and research are currently defining the next generation of the radio access. Considering the high constraints imposed by the future standards, disruptive technologies such as Massive MIMO and mmWave are being proposed. At the heart of this process are wireless channel models that ... |
2212.04441 | Geoffroi C\^ot\'e | Geoffroi C\^ot\'e, Fahim Mannan, Simon Thibault, Jean-Fran\c{c}ois
Lalonde, Felix Heide | The Differentiable Lens: Compound Lens Search over Glass Surfaces and
Materials for Object Detection | 15 pages, 12 figures, to appear in CVPR 2023 proceedings, updated to
reflect camera-ready submission | null | null | null | cs.CV physics.optics | http://creativecommons.org/licenses/by-sa/4.0/ | Most camera lens systems are designed in isolation, separately from
downstream computer vision methods. Recently, joint optimization approaches
that design lenses alongside other components of the image acquisition and
processing pipeline -- notably, downstream neural networks -- have achieved
improved imaging qualit... | [
{
"created": "Thu, 8 Dec 2022 18:01:17 GMT",
"version": "v1"
},
{
"created": "Mon, 27 Mar 2023 18:16:47 GMT",
"version": "v2"
}
] | 2023-03-29 | [
[
"Côté",
"Geoffroi",
""
],
[
"Mannan",
"Fahim",
""
],
[
"Thibault",
"Simon",
""
],
[
"Lalonde",
"Jean-François",
""
],
[
"Heide",
"Felix",
""
]
] | Most camera lens systems are designed in isolation, separately from downstream computer vision methods. Recently, joint optimization approaches that design lenses alongside other components of the image acquisition and processing pipeline -- notably, downstream neural networks -- have achieved improved imaging quality ... |
2010.09256 | Michel Grabisch | Michel Grabisch, Agnieszka Rusinowska, Xavier Venel | Diffusion in large networks | null | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We investigate the phenomenon of diffusion in a countably infinite society of
individuals interacting with their neighbors in a network. At a given time,
each individual is either active or inactive. The diffusion is driven by two
characteristics: the network structure and the diffusion mechanism represented
by an ag... | [
{
"created": "Mon, 19 Oct 2020 06:56:18 GMT",
"version": "v1"
},
{
"created": "Thu, 12 Aug 2021 12:53:49 GMT",
"version": "v2"
}
] | 2021-08-13 | [
[
"Grabisch",
"Michel",
""
],
[
"Rusinowska",
"Agnieszka",
""
],
[
"Venel",
"Xavier",
""
]
] | We investigate the phenomenon of diffusion in a countably infinite society of individuals interacting with their neighbors in a network. At a given time, each individual is either active or inactive. The diffusion is driven by two characteristics: the network structure and the diffusion mechanism represented by an aggr... |
2402.15439 | Eike Schneiders | Steve Benford, Clara Mancini, Alan Chamberlain, Eike Schneiders, Simon
Castle-Green, Joel Fischer, Ayse Kucukyilmaz, Guido Salimbeni, Victor Ngo,
Pepita Barnard, Matt Adams, Nick Tandavanitj, Ju Row Farr | Charting Ethical Tensions in Multispecies Technology Research through
Beneficiary-Epistemology Space | Proceedings of the CHI Conference on Human Factors in Computing
Systems (CHI '24), May 11--16, 2024, Honolulu, HI, USA | null | 10.1145/3613904.3641994 | null | cs.HC cs.RO | http://creativecommons.org/licenses/by/4.0/ | While ethical challenges are widely discussed in HCI, far less is reported
about the ethical processes that researchers routinely navigate. We reflect on
a multispecies project that negotiated an especially complex ethical approval
process. Cat Royale was an artist-led exploration of creating an artwork to
engage aud... | [
{
"created": "Fri, 23 Feb 2024 16:57:39 GMT",
"version": "v1"
}
] | 2024-02-26 | [
[
"Benford",
"Steve",
""
],
[
"Mancini",
"Clara",
""
],
[
"Chamberlain",
"Alan",
""
],
[
"Schneiders",
"Eike",
""
],
[
"Castle-Green",
"Simon",
""
],
[
"Fischer",
"Joel",
""
],
[
"Kucukyilmaz",
"Ayse",
""
]... | While ethical challenges are widely discussed in HCI, far less is reported about the ethical processes that researchers routinely navigate. We reflect on a multispecies project that negotiated an especially complex ethical approval process. Cat Royale was an artist-led exploration of creating an artwork to engage audie... |
2103.07234 | Behrooz Makki | Behrooz Makki, Mohamed-Slim Alouini | Coded-Caching using Adaptive Transmission | under review in IEEE Wireless Communications Letters | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | Coded-caching is a promising technique to reduce the peak rate requirement of
backhaul links during high traffic periods. In this letter, we study the effect
of adaptive transmission on the performance of coded-caching based networks.
Particularly, concentrating on the reduction of backhaul peak load during the
high ... | [
{
"created": "Fri, 12 Mar 2021 12:23:17 GMT",
"version": "v1"
}
] | 2021-03-15 | [
[
"Makki",
"Behrooz",
""
],
[
"Alouini",
"Mohamed-Slim",
""
]
] | Coded-caching is a promising technique to reduce the peak rate requirement of backhaul links during high traffic periods. In this letter, we study the effect of adaptive transmission on the performance of coded-caching based networks. Particularly, concentrating on the reduction of backhaul peak load during the high tr... |
2405.00672 | Julia Guerrero-Viu | Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar,
Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belen Masia, Valentin Deschaintre | TexSliders: Diffusion-Based Texture Editing in CLIP Space | SIGGRAPH 2024 Conference Proceedings | null | 10.1145/3641519.3657444 | null | cs.GR cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generative models have enabled intuitive image creation and manipulation
using natural language. In particular, diffusion models have recently shown
remarkable results for natural image editing. In this work, we propose to apply
diffusion techniques to edit textures, a specific class of images that are an
essential p... | [
{
"created": "Wed, 1 May 2024 17:57:21 GMT",
"version": "v1"
}
] | 2024-05-02 | [
[
"Guerrero-Viu",
"Julia",
""
],
[
"Hasan",
"Milos",
""
],
[
"Roullier",
"Arthur",
""
],
[
"Harikumar",
"Midhun",
""
],
[
"Hu",
"Yiwei",
""
],
[
"Guerrero",
"Paul",
""
],
[
"Gutierrez",
"Diego",
""
],
[
... | Generative models have enabled intuitive image creation and manipulation using natural language. In particular, diffusion models have recently shown remarkable results for natural image editing. In this work, we propose to apply diffusion techniques to edit textures, a specific class of images that are an essential par... |
1001.0920 | Ocan Sankur | Claire Mathieu, Ocan Sankur, Warren Schudy | Online Correlation Clustering | 12 pages, 1 figure | null | null | null | cs.DS | http://creativecommons.org/licenses/by/3.0/ | We study the online clustering problem where data items arrive in an online
fashion. The algorithm maintains a clustering of data items into similarity
classes. Upon arrival of v, the relation between v and previously arrived items
is revealed, so that for each u we are told whether v is similar to u. The
algorithm c... | [
{
"created": "Wed, 6 Jan 2010 15:54:38 GMT",
"version": "v1"
},
{
"created": "Wed, 3 Feb 2010 13:23:16 GMT",
"version": "v2"
}
] | 2010-02-03 | [
[
"Mathieu",
"Claire",
""
],
[
"Sankur",
"Ocan",
""
],
[
"Schudy",
"Warren",
""
]
] | We study the online clustering problem where data items arrive in an online fashion. The algorithm maintains a clustering of data items into similarity classes. Upon arrival of v, the relation between v and previously arrived items is revealed, so that for each u we are told whether v is similar to u. The algorithm can... |
1701.01290 | Pengqian Yu | Pengqian Yu, William B. Haskell, Huan Xu | Approximate Value Iteration for Risk-aware Markov Decision Processes | null | null | null | null | cs.SY math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider large-scale Markov decision processes (MDPs) with a risk measure
of variability in cost, under the risk-aware MDPs paradigm. Previous studies
showed that risk-aware MDPs, based on a minimax approach to handling risk, can
be solved using dynamic programming for small to medium sized problems.
However, due ... | [
{
"created": "Thu, 5 Jan 2017 12:10:26 GMT",
"version": "v1"
},
{
"created": "Thu, 12 Jan 2017 08:56:12 GMT",
"version": "v2"
},
{
"created": "Tue, 16 May 2017 13:51:48 GMT",
"version": "v3"
}
] | 2017-05-17 | [
[
"Yu",
"Pengqian",
""
],
[
"Haskell",
"William B.",
""
],
[
"Xu",
"Huan",
""
]
] | We consider large-scale Markov decision processes (MDPs) with a risk measure of variability in cost, under the risk-aware MDPs paradigm. Previous studies showed that risk-aware MDPs, based on a minimax approach to handling risk, can be solved using dynamic programming for small to medium sized problems. However, due to... |
1311.6165 | Ying Long | Ying Long and Xingjian Liu | Automated identification and characterization of parcels (AICP) with
OpenStreetMap and Points of Interest | 26 pages, 6 figures | null | null | null | cs.CY cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Against the paucity of urban parcels in China, this paper proposes a method
to automatically identify and characterize parcels (AICP) with OpenStreetMap
(OSM) and Points of Interest (POI) data. Parcels are the basic spatial units
for fine-scale urban modeling, urban studies, as well as spatial planning.
Conventional ... | [
{
"created": "Sun, 24 Nov 2013 20:24:41 GMT",
"version": "v1"
},
{
"created": "Wed, 12 Feb 2014 15:01:12 GMT",
"version": "v2"
},
{
"created": "Mon, 30 Mar 2015 12:04:33 GMT",
"version": "v3"
}
] | 2015-03-31 | [
[
"Long",
"Ying",
""
],
[
"Liu",
"Xingjian",
""
]
] | Against the paucity of urban parcels in China, this paper proposes a method to automatically identify and characterize parcels (AICP) with OpenStreetMap (OSM) and Points of Interest (POI) data. Parcels are the basic spatial units for fine-scale urban modeling, urban studies, as well as spatial planning. Conventional wa... |
1403.3344 | Walter Quattrociocchi | Delia Mocanu, Luca Rossi, Qian Zhang, M\`arton Karsai, Walter
Quattrociocchi | Collective attention in the age of (mis)information | misinformation, attention patterns, false information, social
response | null | null | null | cs.SI cs.CY physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work we study, on a sample of 2.3 million individuals, how Facebook
users consumed different information at the edge of political discussion and
news during the last Italian electoral competition. Pages are categorized,
according to their topics and the communities of interests they pertain to, in
a) alternat... | [
{
"created": "Thu, 13 Mar 2014 17:57:05 GMT",
"version": "v1"
}
] | 2014-03-14 | [
[
"Mocanu",
"Delia",
""
],
[
"Rossi",
"Luca",
""
],
[
"Zhang",
"Qian",
""
],
[
"Karsai",
"Màrton",
""
],
[
"Quattrociocchi",
"Walter",
""
]
] | In this work we study, on a sample of 2.3 million individuals, how Facebook users consumed different information at the edge of political discussion and news during the last Italian electoral competition. Pages are categorized, according to their topics and the communities of interests they pertain to, in a) alternativ... |
2401.03707 | Geunhyuk Youk | Geunhyuk Youk, Jihyong Oh, Munchurl Kim | FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement
with Multi-Attention for Joint Video Super-Resolution and Deblurring | CVPR2024 (camera-ready version). The last two authors are
co-corresponding authors. Please visit our project page at
https://kaist-viclab.github.io/fmanet-site | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | We present a joint learning scheme of video super-resolution and deblurring,
called VSRDB, to restore clean high-resolution (HR) videos from blurry
low-resolution (LR) ones. This joint restoration problem has drawn much less
attention compared to single restoration problems. In this paper, we propose a
novel flow-gui... | [
{
"created": "Mon, 8 Jan 2024 07:34:43 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Mar 2024 00:43:21 GMT",
"version": "v2"
}
] | 2024-03-29 | [
[
"Youk",
"Geunhyuk",
""
],
[
"Oh",
"Jihyong",
""
],
[
"Kim",
"Munchurl",
""
]
] | We present a joint learning scheme of video super-resolution and deblurring, called VSRDB, to restore clean high-resolution (HR) videos from blurry low-resolution (LR) ones. This joint restoration problem has drawn much less attention compared to single restoration problems. In this paper, we propose a novel flow-guide... |
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