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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2401.02584 | Xuenan Xu | Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu | Towards Weakly Supervised Text-to-Audio Grounding | null | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Text-to-audio grounding (TAG) task aims to predict the onsets and offsets of
sound events described by natural language. This task can facilitate
applications such as multimodal information retrieval. This paper focuses on
weakly-supervised text-to-audio grounding (WSTAG), where frame-level
annotations of sound event... | [
{
"created": "Fri, 5 Jan 2024 00:27:32 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jul 2024 06:11:43 GMT",
"version": "v2"
}
] | 2024-07-18 | [
[
"Xu",
"Xuenan",
""
],
[
"Ma",
"Ziyang",
""
],
[
"Wu",
"Mengyue",
""
],
[
"Yu",
"Kai",
""
]
] | Text-to-audio grounding (TAG) task aims to predict the onsets and offsets of sound events described by natural language. This task can facilitate applications such as multimodal information retrieval. This paper focuses on weakly-supervised text-to-audio grounding (WSTAG), where frame-level annotations of sound events ... |
2206.02757 | Yaodong Yu | Yaodong Yu and Stephen Bates and Yi Ma and Michael I. Jordan | Robust Calibration with Multi-domain Temperature Scaling | null | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Uncertainty quantification is essential for the reliable deployment of
machine learning models to high-stakes application domains. Uncertainty
quantification is all the more challenging when training distribution and test
distribution are different, even the distribution shifts are mild. Despite the
ubiquity of distr... | [
{
"created": "Mon, 6 Jun 2022 17:32:12 GMT",
"version": "v1"
}
] | 2022-06-07 | [
[
"Yu",
"Yaodong",
""
],
[
"Bates",
"Stephen",
""
],
[
"Ma",
"Yi",
""
],
[
"Jordan",
"Michael I.",
""
]
] | Uncertainty quantification is essential for the reliable deployment of machine learning models to high-stakes application domains. Uncertainty quantification is all the more challenging when training distribution and test distribution are different, even the distribution shifts are mild. Despite the ubiquity of distrib... |
1305.5786 | Marius Buliga | Marius Buliga | Graphic lambda calculus | v2: Minor typos and figure corrections in section 3. v1: Massive
revision of all previous descriptions of graphic lambda calculus, based on
arXiv:1207.0332 and arXiv:1302.0778, with a lot of material added and
harmonized exposition | Complex Systems 22, 4 (2013), 311-360 | null | null | cs.LO math.GT math.LO | http://creativecommons.org/licenses/by/3.0/ | We introduce and study graphic lambda calculus, a visual language which can
be used for representing untyped lambda calculus, but it can also be used for
computations in emergent algebras or for representing Reidemeister moves of
locally planar tangle diagrams.
| [
{
"created": "Fri, 24 May 2013 16:38:25 GMT",
"version": "v1"
},
{
"created": "Tue, 24 Sep 2013 10:36:59 GMT",
"version": "v2"
}
] | 2019-02-18 | [
[
"Buliga",
"Marius",
""
]
] | We introduce and study graphic lambda calculus, a visual language which can be used for representing untyped lambda calculus, but it can also be used for computations in emergent algebras or for representing Reidemeister moves of locally planar tangle diagrams. |
2009.04327 | Iain Barclay | Iain Barclay, Maria Freytsis, Sherri Bucher, Swapna Radha, Alun Preece
and Ian Taylor | Towards a Modelling Framework for Self-Sovereign Identity Systems | null | null | null | null | cs.SE cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Self-sovereign Identity promises to give users control of their own data, and
has the potential to foster advancements in terms of personal data privacy.
Self-sovereign concepts can also be applied to other entities, such as datasets
and devices. Systems adopting this paradigm will be decentralised, with
messages pas... | [
{
"created": "Wed, 9 Sep 2020 14:32:28 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Sep 2020 09:12:29 GMT",
"version": "v2"
}
] | 2020-09-11 | [
[
"Barclay",
"Iain",
""
],
[
"Freytsis",
"Maria",
""
],
[
"Bucher",
"Sherri",
""
],
[
"Radha",
"Swapna",
""
],
[
"Preece",
"Alun",
""
],
[
"Taylor",
"Ian",
""
]
] | Self-sovereign Identity promises to give users control of their own data, and has the potential to foster advancements in terms of personal data privacy. Self-sovereign concepts can also be applied to other entities, such as datasets and devices. Systems adopting this paradigm will be decentralised, with messages passi... |
1809.03010 | Zhongliang Yang | Zhongliang Yang, Xueshun Peng, Yongfeng Huang, Chinchen Chang | A novel method of speech information hiding based on 3D-Magic Matrix | Accepted by Journal of Internet Technology | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Redundant information of low-bit-rate speech is extremely small, thus it's
very difficult to implement large capacity steganography on the low-bit-rate
speech. Based on multiple vector quantization characteristics of the Line
Spectrum Pair (LSP) of the speech codec, this paper proposes a steganography
scheme using a ... | [
{
"created": "Sun, 9 Sep 2018 17:24:13 GMT",
"version": "v1"
}
] | 2018-09-11 | [
[
"Yang",
"Zhongliang",
""
],
[
"Peng",
"Xueshun",
""
],
[
"Huang",
"Yongfeng",
""
],
[
"Chang",
"Chinchen",
""
]
] | Redundant information of low-bit-rate speech is extremely small, thus it's very difficult to implement large capacity steganography on the low-bit-rate speech. Based on multiple vector quantization characteristics of the Line Spectrum Pair (LSP) of the speech codec, this paper proposes a steganography scheme using a 3D... |
2401.01764 | Polina Kirichenko | Polina Kirichenko, Mark Ibrahim, Randall Balestriero, Diane
Bouchacourt, Ramakrishna Vedantam, Hamed Firooz, Andrew Gordon Wilson | Understanding the Detrimental Class-level Effects of Data Augmentation | Neural Information Processing Systems (NeurIPS), 2023 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Data augmentation (DA) encodes invariance and provides implicit
regularization critical to a model's performance in image classification tasks.
However, while DA improves average accuracy, recent studies have shown that its
impact can be highly class dependent: achieving optimal average accuracy comes
at the cost of ... | [
{
"created": "Thu, 7 Dec 2023 18:37:43 GMT",
"version": "v1"
}
] | 2024-01-04 | [
[
"Kirichenko",
"Polina",
""
],
[
"Ibrahim",
"Mark",
""
],
[
"Balestriero",
"Randall",
""
],
[
"Bouchacourt",
"Diane",
""
],
[
"Vedantam",
"Ramakrishna",
""
],
[
"Firooz",
"Hamed",
""
],
[
"Wilson",
"Andrew Gordo... | Data augmentation (DA) encodes invariance and provides implicit regularization critical to a model's performance in image classification tasks. However, while DA improves average accuracy, recent studies have shown that its impact can be highly class dependent: achieving optimal average accuracy comes at the cost of si... |
1703.09145 | Yuguang Liu | Yuguang Liu, Martin D. Levine | Multi-Path Region-Based Convolutional Neural Network for Accurate
Detection of Unconstrained "Hard Faces" | 11 pages, 7 figures, to be presented at CRV 2017 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large-scale variations still pose a challenge in unconstrained face
detection. To the best of our knowledge, no current face detection algorithm
can detect a face as large as 800 x 800 pixels while simultaneously detecting
another one as small as 8 x 8 pixels within a single image with equally high
accuracy. We propo... | [
{
"created": "Mon, 27 Mar 2017 15:31:00 GMT",
"version": "v1"
}
] | 2017-03-28 | [
[
"Liu",
"Yuguang",
""
],
[
"Levine",
"Martin D.",
""
]
] | Large-scale variations still pose a challenge in unconstrained face detection. To the best of our knowledge, no current face detection algorithm can detect a face as large as 800 x 800 pixels while simultaneously detecting another one as small as 8 x 8 pixels within a single image with equally high accuracy. We propose... |
2001.11093 | Yehia Elkhatib PhD | Abdessalam Elhabbash, Assylbek Jumagaliyev, Gordon S. Blair, Yehia
Elkhatib | SLO-ML: A Language for Service Level Objective Modelling in Multi-cloud
Applications | null | In International Conference on Utility and Cloud Computing (UCC),
ACM, pages 241-250, December 2019 | 10.1145/3344341.3368805 | null | cs.DC cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cloud modelling languages (CMLs) are designed to assist customers in tackling
the diversity of services in the cloud market. While many CMLs have been
proposed in the literature, they lack practical support for automating the
selection of services based on the specific service level objectives of a
customer's applica... | [
{
"created": "Wed, 29 Jan 2020 21:05:36 GMT",
"version": "v1"
}
] | 2020-01-31 | [
[
"Elhabbash",
"Abdessalam",
""
],
[
"Jumagaliyev",
"Assylbek",
""
],
[
"Blair",
"Gordon S.",
""
],
[
"Elkhatib",
"Yehia",
""
]
] | Cloud modelling languages (CMLs) are designed to assist customers in tackling the diversity of services in the cloud market. While many CMLs have been proposed in the literature, they lack practical support for automating the selection of services based on the specific service level objectives of a customer's applicati... |
2403.07828 | Lucas Vogel | Lucas Vogel, Thomas Springer and Matthias W\"ahlisch | From Files to Streams: Revisiting Web History and Exploring Potentials
for Future Prospects | null | null | 10.1145/3589335.3652001 | null | cs.NI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Over the last 30 years, the World Wide Web has changed significantly. In this
paper, we argue that common practices to prepare web pages for delivery
conflict with many efforts to present content with minimal latency, one
fundamental goal that pushed changes in the WWW. To bolster our arguments, we
revisit reasons th... | [
{
"created": "Tue, 12 Mar 2024 17:09:03 GMT",
"version": "v1"
},
{
"created": "Sat, 23 Mar 2024 18:27:45 GMT",
"version": "v2"
}
] | 2024-03-26 | [
[
"Vogel",
"Lucas",
""
],
[
"Springer",
"Thomas",
""
],
[
"Wählisch",
"Matthias",
""
]
] | Over the last 30 years, the World Wide Web has changed significantly. In this paper, we argue that common practices to prepare web pages for delivery conflict with many efforts to present content with minimal latency, one fundamental goal that pushed changes in the WWW. To bolster our arguments, we revisit reasons that... |
2011.06545 | Zihan Tan | Julia Chuzhoy, Sepideh Mahabadi, Zihan Tan | Towards Better Approximation of Graph Crossing Number | null | null | null | null | cs.DS cs.CG | http://creativecommons.org/licenses/by/4.0/ | Graph Crossing Number is a fundamental problem with various applications. In
this problem, the goal is to draw an input graph $G$ in the plane so as to
minimize the number of crossings between the images of its edges. Despite
extensive work, non-trivial approximation algorithms are only known for
bounded-degree graph... | [
{
"created": "Thu, 12 Nov 2020 18:04:55 GMT",
"version": "v1"
},
{
"created": "Mon, 11 Jan 2021 01:50:37 GMT",
"version": "v2"
}
] | 2021-01-12 | [
[
"Chuzhoy",
"Julia",
""
],
[
"Mahabadi",
"Sepideh",
""
],
[
"Tan",
"Zihan",
""
]
] | Graph Crossing Number is a fundamental problem with various applications. In this problem, the goal is to draw an input graph $G$ in the plane so as to minimize the number of crossings between the images of its edges. Despite extensive work, non-trivial approximation algorithms are only known for bounded-degree graphs.... |
2004.09674 | Jiahui Liu | Scott Aaronson, Jiahui Liu, Qipeng Liu, Mark Zhandry, Ruizhe Zhang | New Approaches for Quantum Copy-Protection | major revisions in definitions and security proofs | null | null | null | cs.CR quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quantum copy protection uses the unclonability of quantum states to construct
quantum software that provably cannot be pirated. Copy protection would be
immensely useful, but unfortunately little is known about how to achieve it in
general. In this work, we make progress on this goal, by giving the following
results:... | [
{
"created": "Mon, 20 Apr 2020 23:30:17 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Apr 2020 04:50:11 GMT",
"version": "v2"
},
{
"created": "Thu, 23 Apr 2020 05:37:22 GMT",
"version": "v3"
},
{
"created": "Thu, 30 Apr 2020 02:16:28 GMT",
"version": "v4"
},
{
"c... | 2020-10-19 | [
[
"Aaronson",
"Scott",
""
],
[
"Liu",
"Jiahui",
""
],
[
"Liu",
"Qipeng",
""
],
[
"Zhandry",
"Mark",
""
],
[
"Zhang",
"Ruizhe",
""
]
] | Quantum copy protection uses the unclonability of quantum states to construct quantum software that provably cannot be pirated. Copy protection would be immensely useful, but unfortunately little is known about how to achieve it in general. In this work, we make progress on this goal, by giving the following results: -... |
2107.05761 | Ian Briggs | Ian Briggs and Pavel Panchekha | Faster Math Functions, Soundly | null | null | null | null | cs.MS cs.SE | http://creativecommons.org/licenses/by-sa/4.0/ | Standard library implementations of functions like sin and exp optimize for
accuracy, not speed, because they are intended for general-purpose use. But
applications tolerate inaccuracy from cancellation, rounding error, and
singularities-sometimes even very high error-and many application could
tolerate error in func... | [
{
"created": "Mon, 12 Jul 2021 22:12:33 GMT",
"version": "v1"
}
] | 2021-07-14 | [
[
"Briggs",
"Ian",
""
],
[
"Panchekha",
"Pavel",
""
]
] | Standard library implementations of functions like sin and exp optimize for accuracy, not speed, because they are intended for general-purpose use. But applications tolerate inaccuracy from cancellation, rounding error, and singularities-sometimes even very high error-and many application could tolerate error in functi... |
2401.12586 | Yihan Hou | Yihan Hou, Manling Yang, Hao Cui, Lei Wang, Jie Xu, Wei Zeng | C2Ideas: Supporting Creative Interior Color Design Ideation with Large
Language Model | 26 pages, 11 figures | null | 10.1145/3613904.3642224 | null | cs.HC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Interior color design is a creative process that endeavors to allocate colors
to furniture and other elements within an interior space. While much research
focuses on generating realistic interior designs, these automated approaches
often misalign with user intention and disregard design rationales. Informed by
a nee... | [
{
"created": "Tue, 23 Jan 2024 09:33:48 GMT",
"version": "v1"
},
{
"created": "Sat, 27 Jan 2024 14:38:06 GMT",
"version": "v2"
}
] | 2024-01-30 | [
[
"Hou",
"Yihan",
""
],
[
"Yang",
"Manling",
""
],
[
"Cui",
"Hao",
""
],
[
"Wang",
"Lei",
""
],
[
"Xu",
"Jie",
""
],
[
"Zeng",
"Wei",
""
]
] | Interior color design is a creative process that endeavors to allocate colors to furniture and other elements within an interior space. While much research focuses on generating realistic interior designs, these automated approaches often misalign with user intention and disregard design rationales. Informed by a need-... |
2312.13975 | Zhouxiang Zhao | Zhouxiang Zhao, Zhaohui Yang, Xu Gan, Quoc-Viet Pham, Chongwen Huang,
Wei Xu, Zhaoyang Zhang | A Joint Communication and Computation Design for Semantic Wireless
Communication with Probability Graph | arXiv admin note: substantial text overlap with arXiv:2310.00015 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we delve into the challenge of optimizing joint communication
and computation for semantic communication over wireless networks using a
probability graph framework. In the considered model, the base station (BS)
extracts the small-sized compressed semantic information through removing
redundant message... | [
{
"created": "Thu, 21 Dec 2023 16:03:07 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Dec 2023 08:47:11 GMT",
"version": "v2"
}
] | 2023-12-25 | [
[
"Zhao",
"Zhouxiang",
""
],
[
"Yang",
"Zhaohui",
""
],
[
"Gan",
"Xu",
""
],
[
"Pham",
"Quoc-Viet",
""
],
[
"Huang",
"Chongwen",
""
],
[
"Xu",
"Wei",
""
],
[
"Zhang",
"Zhaoyang",
""
]
] | In this paper, we delve into the challenge of optimizing joint communication and computation for semantic communication over wireless networks using a probability graph framework. In the considered model, the base station (BS) extracts the small-sized compressed semantic information through removing redundant messages ... |
1801.09859 | Pratik Brahma | Pratik Prabhanjan Brahma, Qiuyuan Huang, Dapeng Wu | Structured Memory based Deep Model to Detect as well as Characterize
Novel Inputs | 7 pages, 6 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While deep learning has pushed the boundaries in various machine learning
tasks, the current models are still far away from replicating many functions
that a normal human brain can do. Explicit memorization based deep architecture
have been recently proposed with the objective to understand and predict
better. In thi... | [
{
"created": "Tue, 30 Jan 2018 06:04:11 GMT",
"version": "v1"
}
] | 2018-01-31 | [
[
"Brahma",
"Pratik Prabhanjan",
""
],
[
"Huang",
"Qiuyuan",
""
],
[
"Wu",
"Dapeng",
""
]
] | While deep learning has pushed the boundaries in various machine learning tasks, the current models are still far away from replicating many functions that a normal human brain can do. Explicit memorization based deep architecture have been recently proposed with the objective to understand and predict better. In this ... |
2107.13643 | Ahmed Elhagry | Ahmed Elhagry, Mohamed Saeed, Musie Araia | Lighter Stacked Hourglass Human Pose Estimation | null | null | null | null | cs.CV eess.IV | http://creativecommons.org/licenses/by/4.0/ | Human pose estimation (HPE) is one of the most challenging tasks in computer
vision as humans are deformable by nature and thus their pose has so much
variance. HPE aims to correctly identify the main joint locations of a single
person or multiple people in a given image or video. Locating joints of a
person in image... | [
{
"created": "Wed, 28 Jul 2021 21:05:34 GMT",
"version": "v1"
}
] | 2021-07-30 | [
[
"Elhagry",
"Ahmed",
""
],
[
"Saeed",
"Mohamed",
""
],
[
"Araia",
"Musie",
""
]
] | Human pose estimation (HPE) is one of the most challenging tasks in computer vision as humans are deformable by nature and thus their pose has so much variance. HPE aims to correctly identify the main joint locations of a single person or multiple people in a given image or video. Locating joints of a person in images ... |
2105.04066 | Bin Zhao | Bin Zhao, Haopeng Li, Xiaoqiang Lu, Xuelong Li | Reconstructive Sequence-Graph Network for Video Summarization | Accepted by IEEE TPAMI 2021 | null | 10.1109/TPAMI.2021.3072117 | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Exploiting the inner-shot and inter-shot dependencies is essential for
key-shot based video summarization. Current approaches mainly devote to
modeling the video as a frame sequence by recurrent neural networks. However,
one potential limitation of the sequence models is that they focus on capturing
local neighborhoo... | [
{
"created": "Mon, 10 May 2021 01:47:55 GMT",
"version": "v1"
}
] | 2021-05-11 | [
[
"Zhao",
"Bin",
""
],
[
"Li",
"Haopeng",
""
],
[
"Lu",
"Xiaoqiang",
""
],
[
"Li",
"Xuelong",
""
]
] | Exploiting the inner-shot and inter-shot dependencies is essential for key-shot based video summarization. Current approaches mainly devote to modeling the video as a frame sequence by recurrent neural networks. However, one potential limitation of the sequence models is that they focus on capturing local neighborhood ... |
1602.06169 | Moti Medina | Guy Even, Moti Medina, Boaz Patt-Shamir | Competitive Path Computation and Function Placement in SDNs | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a task of serving requests that arrive in an online fashion in
Software-Defined Networks (SDNs) with network function virtualization (NFV).
Each request specifies an abstract routing and processing "plan" for a flow.
Each processing function can be performed by a specified subset of servers in
the system.... | [
{
"created": "Fri, 19 Feb 2016 14:46:13 GMT",
"version": "v1"
}
] | 2016-02-22 | [
[
"Even",
"Guy",
""
],
[
"Medina",
"Moti",
""
],
[
"Patt-Shamir",
"Boaz",
""
]
] | We consider a task of serving requests that arrive in an online fashion in Software-Defined Networks (SDNs) with network function virtualization (NFV). Each request specifies an abstract routing and processing "plan" for a flow. Each processing function can be performed by a specified subset of servers in the system. T... |
2203.04229 | Jia Zheng | Kehan Wang and Jia Zheng and Zihan Zhou | Neural Face Identification in a 2D Wireframe Projection of a Manifold
Object | To Appear in CVPR 2022. The project page is at
https://manycore-research.github.io/faceformer | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In computer-aided design (CAD) systems, 2D line drawings are commonly used to
illustrate 3D object designs. To reconstruct the 3D models depicted by a single
2D line drawing, an important key is finding the edge loops in the line drawing
which correspond to the actual faces of the 3D object. In this paper, we
approac... | [
{
"created": "Tue, 8 Mar 2022 17:47:51 GMT",
"version": "v1"
}
] | 2022-03-09 | [
[
"Wang",
"Kehan",
""
],
[
"Zheng",
"Jia",
""
],
[
"Zhou",
"Zihan",
""
]
] | In computer-aided design (CAD) systems, 2D line drawings are commonly used to illustrate 3D object designs. To reconstruct the 3D models depicted by a single 2D line drawing, an important key is finding the edge loops in the line drawing which correspond to the actual faces of the 3D object. In this paper, we approach ... |
2010.00051 | Kishor Kunal | Kishor Kunal, Jitesh Poojary, Tonmoy Dhar, Meghna Madhusudan, Ramesh
Harjani, Sachin S. Sapatnekar | A general approach for identifying hierarchical symmetry constraints for
analog circuit layout | ICCAD 2020 | null | null | null | cs.LG eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Analog layout synthesis requires some elements in the circuit netlist to be
matched and placed symmetrically. However, the set of symmetries is very
circuit-specific and a versatile algorithm, applicable to a broad variety of
circuits, has been elusive. This paper presents a general methodology for the
automated gene... | [
{
"created": "Wed, 30 Sep 2020 18:34:58 GMT",
"version": "v1"
}
] | 2020-10-02 | [
[
"Kunal",
"Kishor",
""
],
[
"Poojary",
"Jitesh",
""
],
[
"Dhar",
"Tonmoy",
""
],
[
"Madhusudan",
"Meghna",
""
],
[
"Harjani",
"Ramesh",
""
],
[
"Sapatnekar",
"Sachin S.",
""
]
] | Analog layout synthesis requires some elements in the circuit netlist to be matched and placed symmetrically. However, the set of symmetries is very circuit-specific and a versatile algorithm, applicable to a broad variety of circuits, has been elusive. This paper presents a general methodology for the automated genera... |
2305.05523 | Yini Fang | Yini Fang, Didan Deng, Liang Wu, Frederic Jumelle, Bertram Shi | RMES: Real-Time Micro-Expression Spotting Using Phase From Riesz Pyramid | This paper will be published in ICME 2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-sa/4.0/ | Micro-expressions (MEs) are involuntary and subtle facial expressions that
are thought to reveal feelings people are trying to hide. ME spotting detects
the temporal intervals containing MEs in videos. Detecting such quick and
subtle motions from long videos is difficult. Recent works leverage detailed
facial motion ... | [
{
"created": "Tue, 9 May 2023 15:22:18 GMT",
"version": "v1"
}
] | 2023-05-10 | [
[
"Fang",
"Yini",
""
],
[
"Deng",
"Didan",
""
],
[
"Wu",
"Liang",
""
],
[
"Jumelle",
"Frederic",
""
],
[
"Shi",
"Bertram",
""
]
] | Micro-expressions (MEs) are involuntary and subtle facial expressions that are thought to reveal feelings people are trying to hide. ME spotting detects the temporal intervals containing MEs in videos. Detecting such quick and subtle motions from long videos is difficult. Recent works leverage detailed facial motion re... |
1609.02036 | Zhirong Wu | Zhirong Wu, Dahua Lin, Xiaoou Tang | Deep Markov Random Field for Image Modeling | Accepted at ECCV 2016 | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Markov Random Fields (MRFs), a formulation widely used in generative image
modeling, have long been plagued by the lack of expressive power. This issue is
primarily due to the fact that conventional MRFs formulations tend to use
simplistic factors to capture local patterns. In this paper, we move beyond
such limitati... | [
{
"created": "Wed, 7 Sep 2016 15:56:36 GMT",
"version": "v1"
}
] | 2016-09-08 | [
[
"Wu",
"Zhirong",
""
],
[
"Lin",
"Dahua",
""
],
[
"Tang",
"Xiaoou",
""
]
] | Markov Random Fields (MRFs), a formulation widely used in generative image modeling, have long been plagued by the lack of expressive power. This issue is primarily due to the fact that conventional MRFs formulations tend to use simplistic factors to capture local patterns. In this paper, we move beyond such limitation... |
2112.07148 | Hyungju Ahn | Hyung-Ju Ahn and Dae-Hyeok Lee | Decoding 3D Representation of Visual Imagery EEG using Attention-based
Dual-Stream Convolutional Neural Network | Submitted to 2022 10th IEEE International Winter Conference on
Brain-Computer Interface | null | null | null | cs.HC | http://creativecommons.org/publicdomain/zero/1.0/ | A deep neural network has been successfully applied to an
electroencephalogram (EEG)-based brain-computer interface. However, in most
studies, the correlation between EEG channels and inter-region relationships
are not well utilized, resulting in sub-optimized spatial feature extraction.
In this study, we propose an ... | [
{
"created": "Tue, 14 Dec 2021 04:05:04 GMT",
"version": "v1"
}
] | 2021-12-15 | [
[
"Ahn",
"Hyung-Ju",
""
],
[
"Lee",
"Dae-Hyeok",
""
]
] | A deep neural network has been successfully applied to an electroencephalogram (EEG)-based brain-computer interface. However, in most studies, the correlation between EEG channels and inter-region relationships are not well utilized, resulting in sub-optimized spatial feature extraction. In this study, we propose an at... |
1912.03185 | Celine Swennenhuis | Jesper Nederlof, C\'eline Swennenhuis | Parameterized Complexity of Partial Scheduling | 22 pages, 3 figues. Updated version | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study a natural variant of scheduling that we call \emph{partial
scheduling}: In this variant an instance of a scheduling problem along with an
integer $k$ is given and one seeks an optimal schedule where not all, but only
$k$ jobs, have to be processed.
Specifically, we aim to determine the fine-grained paramet... | [
{
"created": "Fri, 6 Dec 2019 15:32:29 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Oct 2020 14:13:21 GMT",
"version": "v2"
}
] | 2020-10-02 | [
[
"Nederlof",
"Jesper",
""
],
[
"Swennenhuis",
"Céline",
""
]
] | We study a natural variant of scheduling that we call \emph{partial scheduling}: In this variant an instance of a scheduling problem along with an integer $k$ is given and one seeks an optimal schedule where not all, but only $k$ jobs, have to be processed. Specifically, we aim to determine the fine-grained parameteriz... |
1601.05677 | Yonglong Li | Yonglong Li, Aleksandar Kavcic, Guangyue Han | On the Capacity of Multilevel NAND Flash Memory Channels | Submitted to IEEE Transactions on Information Theory | null | 10.1109/ISIT.2016.7541623 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we initiate a first information-theoretic study on multilevel
NAND flash memory channels with intercell interference. More specifically, for
a multilevel NAND flash memory channel under mild assumptions, we first prove
that such a channel is indecomposable and it features asymptotic equipartition
prope... | [
{
"created": "Thu, 21 Jan 2016 15:34:29 GMT",
"version": "v1"
},
{
"created": "Sat, 7 May 2016 11:16:05 GMT",
"version": "v2"
}
] | 2016-11-15 | [
[
"Li",
"Yonglong",
""
],
[
"Kavcic",
"Aleksandar",
""
],
[
"Han",
"Guangyue",
""
]
] | In this paper, we initiate a first information-theoretic study on multilevel NAND flash memory channels with intercell interference. More specifically, for a multilevel NAND flash memory channel under mild assumptions, we first prove that such a channel is indecomposable and it features asymptotic equipartition propert... |
1309.4323 | Maria Saumell | Ferran Hurtado, Maarten L\"offler, In\^es Matos, Vera Sacrist\'an,
Maria Saumell, Rodrigo I. Silveira, Frank Staals | Terrain visibility with multiple viewpoints | Manuscript accompanying shorter version in ISAAC 2013; some
algorithms and bounds have improved with respect to the ISAAC version. The
journal version will appear in IJCGA (without Section 4) | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the problem of visibility in polyhedral terrains in the presence of
multiple viewpoints. We consider a triangulated terrain with $m>1$ viewpoints
(or guards) located on the terrain surface. A point on the terrain is
considered \emph{visible} if it has an unobstructed line of sight to at least
one viewpoint. ... | [
{
"created": "Tue, 17 Sep 2013 14:26:26 GMT",
"version": "v1"
},
{
"created": "Sun, 11 May 2014 21:29:56 GMT",
"version": "v2"
},
{
"created": "Mon, 1 Dec 2014 09:49:36 GMT",
"version": "v3"
}
] | 2014-12-02 | [
[
"Hurtado",
"Ferran",
""
],
[
"Löffler",
"Maarten",
""
],
[
"Matos",
"Inês",
""
],
[
"Sacristán",
"Vera",
""
],
[
"Saumell",
"Maria",
""
],
[
"Silveira",
"Rodrigo I.",
""
],
[
"Staals",
"Frank",
""
]
] | We study the problem of visibility in polyhedral terrains in the presence of multiple viewpoints. We consider a triangulated terrain with $m>1$ viewpoints (or guards) located on the terrain surface. A point on the terrain is considered \emph{visible} if it has an unobstructed line of sight to at least one viewpoint. We... |
2005.09826 | Zhaoji Zhang | Zhaoji Zhang, Ying Li, Chongwen Huang, Qinghua Guo, Lei Liu, Chau
Yuen, and Yong Liang Guan | User Activity Detection and Channel Estimation for Grant-Free Random
Access in LEO Satellite-Enabled Internet-of-Things | 14 pages, 9 figures, accepted by Internet of Things Journal | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With recent advances on the dense low-earth orbit (LEO) constellation, LEO
satellite network has become one promising solution to providing global
coverage for Internet-of-Things (IoT) services. Confronted with the sporadic
transmission from randomly activated IoT devices, we consider the random access
(RA) mechanism... | [
{
"created": "Wed, 20 May 2020 02:19:01 GMT",
"version": "v1"
}
] | 2020-05-21 | [
[
"Zhang",
"Zhaoji",
""
],
[
"Li",
"Ying",
""
],
[
"Huang",
"Chongwen",
""
],
[
"Guo",
"Qinghua",
""
],
[
"Liu",
"Lei",
""
],
[
"Yuen",
"Chau",
""
],
[
"Guan",
"Yong Liang",
""
]
] | With recent advances on the dense low-earth orbit (LEO) constellation, LEO satellite network has become one promising solution to providing global coverage for Internet-of-Things (IoT) services. Confronted with the sporadic transmission from randomly activated IoT devices, we consider the random access (RA) mechanism, ... |
1111.7169 | Georgios J. Fakas | Georgios J. Fakas, Zhi Cai, Nikos Mamoulis | Size-l Object Summaries for Relational Keyword Search | VLDB2012 | Proceedings of the VLDB Endowment (PVLDB), Vol. 5, No. 3, pp.
229-240 (2011) | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A previously proposed keyword search paradigm produces, as a query result, a
ranked list of Object Summaries (OSs). An OS is a tree structure of related
tuples that summarizes all data held in a relational database about a
particular Data Subject (DS). However, some of these OSs are very large in size
and therefore u... | [
{
"created": "Wed, 30 Nov 2011 14:11:28 GMT",
"version": "v1"
}
] | 2011-12-01 | [
[
"Fakas",
"Georgios J.",
""
],
[
"Cai",
"Zhi",
""
],
[
"Mamoulis",
"Nikos",
""
]
] | A previously proposed keyword search paradigm produces, as a query result, a ranked list of Object Summaries (OSs). An OS is a tree structure of related tuples that summarizes all data held in a relational database about a particular Data Subject (DS). However, some of these OSs are very large in size and therefore unf... |
1704.02824 | Kunal Suri | Manoj Kannan Soundarapandian, Kunal Suri, Juan Cadavid, Ion Barosan,
Mark Van Den Brand, Mauricio Alferez, Sebastien Gerard | Towards Industry 4.0: Gap Analysis between Current Automotive MES and
Industry Standards using Model-Based Requirement Engineering | 7 Pages, Accepted Paper (Preprint) at Third International Workshop on
Automotive Software Architectures (WASA 2017), 03 April 2017 to 07 April
2017, Gothenburg, Sweden | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The dawn of the fourth industrial revolution, Industry 4.0 has created great
enthusiasm among companies and researchers by giving them an opportunity to
pave the path towards the vision of a connected smart factory ecosystem.
However, in context of automotive industry there is an evident gap between the
requirements ... | [
{
"created": "Mon, 10 Apr 2017 12:15:43 GMT",
"version": "v1"
}
] | 2017-04-11 | [
[
"Soundarapandian",
"Manoj Kannan",
""
],
[
"Suri",
"Kunal",
""
],
[
"Cadavid",
"Juan",
""
],
[
"Barosan",
"Ion",
""
],
[
"Brand",
"Mark Van Den",
""
],
[
"Alferez",
"Mauricio",
""
],
[
"Gerard",
"Sebastien",
... | The dawn of the fourth industrial revolution, Industry 4.0 has created great enthusiasm among companies and researchers by giving them an opportunity to pave the path towards the vision of a connected smart factory ecosystem. However, in context of automotive industry there is an evident gap between the requirements su... |
1808.04730 | Lynton Ardizzone | Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert, Daniel Rahner, Eric
W. Pellegrini, Ralf S. Klessen, Lena Maier-Hein, Carsten Rother, Ullrich
K\"othe | Analyzing Inverse Problems with Invertible Neural Networks | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many tasks, in particular in natural science, the goal is to determine
hidden system parameters from a set of measurements. Often, the forward process
from parameter- to measurement-space is a well-defined function, whereas the
inverse problem is ambiguous: one measurement may map to multiple different
sets of par... | [
{
"created": "Tue, 14 Aug 2018 14:58:59 GMT",
"version": "v1"
},
{
"created": "Mon, 10 Sep 2018 13:06:05 GMT",
"version": "v2"
},
{
"created": "Wed, 6 Feb 2019 15:45:02 GMT",
"version": "v3"
}
] | 2019-02-07 | [
[
"Ardizzone",
"Lynton",
""
],
[
"Kruse",
"Jakob",
""
],
[
"Wirkert",
"Sebastian",
""
],
[
"Rahner",
"Daniel",
""
],
[
"Pellegrini",
"Eric W.",
""
],
[
"Klessen",
"Ralf S.",
""
],
[
"Maier-Hein",
"Lena",
""
... | In many tasks, in particular in natural science, the goal is to determine hidden system parameters from a set of measurements. Often, the forward process from parameter- to measurement-space is a well-defined function, whereas the inverse problem is ambiguous: one measurement may map to multiple different sets of param... |
2210.06444 | Janvijay Singh | Janvijay Singh, Fan Bai, Zhen Wang | Entity Tracking via Effective Use of Multi-Task Learning Model and
Mention-guided Decoding | 9 pages, 1 figure, EACL 2023 Main Conference | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Cross-task knowledge transfer via multi-task learning has recently made
remarkable progress in general NLP tasks. However, entity tracking on the
procedural text has not benefited from such knowledge transfer because of its
distinct formulation, i.e., tracking the event flow while following structural
constraints. St... | [
{
"created": "Wed, 12 Oct 2022 17:46:16 GMT",
"version": "v1"
},
{
"created": "Sun, 12 Feb 2023 01:25:24 GMT",
"version": "v2"
}
] | 2023-02-14 | [
[
"Singh",
"Janvijay",
""
],
[
"Bai",
"Fan",
""
],
[
"Wang",
"Zhen",
""
]
] | Cross-task knowledge transfer via multi-task learning has recently made remarkable progress in general NLP tasks. However, entity tracking on the procedural text has not benefited from such knowledge transfer because of its distinct formulation, i.e., tracking the event flow while following structural constraints. Stat... |
1810.08704 | Bo Fu | Bo Fu, Kumar Shaurya Shankar, Nathan Michael | RaD-VIO: Rangefinder-aided Downward Visual-Inertial Odometry | Accepted by ICRA 2019 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | State-of-the-art forward facing monocular visual-inertial odometry algorithms
are often brittle in practice, especially whilst dealing with initialisation
and motion in directions that render the state unobservable. In such cases
having a reliable complementary odometry algorithm enables robust and resilient
flight. ... | [
{
"created": "Fri, 19 Oct 2018 22:27:53 GMT",
"version": "v1"
},
{
"created": "Tue, 14 May 2019 03:08:14 GMT",
"version": "v2"
}
] | 2019-05-15 | [
[
"Fu",
"Bo",
""
],
[
"Shankar",
"Kumar Shaurya",
""
],
[
"Michael",
"Nathan",
""
]
] | State-of-the-art forward facing monocular visual-inertial odometry algorithms are often brittle in practice, especially whilst dealing with initialisation and motion in directions that render the state unobservable. In such cases having a reliable complementary odometry algorithm enables robust and resilient flight. Us... |
2103.12095 | Fabricio Murai | Davi Pedrosa de Aguiar and Fabricio Murai | Am I fit for this physical activity? Neural embedding of physical
conditioning from inertial sensors | To be published in 10th Brazilian Conference on Intelligent Systems,
BRACIS 2021 | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Inertial Measurement Unit (IMU) sensors are present in everyday devices such
as smartphones and fitness watches. As a result, the array of health-related
research and applications that tap onto this data has been growing, but little
attention has been devoted to the prediction of an individual's heart rate (HR)
from ... | [
{
"created": "Mon, 22 Mar 2021 18:00:27 GMT",
"version": "v1"
},
{
"created": "Fri, 20 Aug 2021 00:23:38 GMT",
"version": "v2"
}
] | 2021-08-23 | [
[
"de Aguiar",
"Davi Pedrosa",
""
],
[
"Murai",
"Fabricio",
""
]
] | Inertial Measurement Unit (IMU) sensors are present in everyday devices such as smartphones and fitness watches. As a result, the array of health-related research and applications that tap onto this data has been growing, but little attention has been devoted to the prediction of an individual's heart rate (HR) from IM... |
1909.11185 | Hayoung Chung | Hayoung Chung, Oded Amir, H. Alicia Kim | Level-set topology optimization considering nonlinear thermoelasticity | null | null | 10.1016/j.cma.2019.112735 | null | cs.CE math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | At elevated temperature environments, elastic structures experience a change
of the stress-free state of the body that can strongly influence the optimal
topology of the structure. This work presents level-set based topology
optimization of structures undergoing large deformations due to thermal and
mechanical loads.... | [
{
"created": "Sat, 21 Sep 2019 07:11:09 GMT",
"version": "v1"
}
] | 2020-02-19 | [
[
"Chung",
"Hayoung",
""
],
[
"Amir",
"Oded",
""
],
[
"Kim",
"H. Alicia",
""
]
] | At elevated temperature environments, elastic structures experience a change of the stress-free state of the body that can strongly influence the optimal topology of the structure. This work presents level-set based topology optimization of structures undergoing large deformations due to thermal and mechanical loads. T... |
2307.02147 | Yimeng Bai | Yang Zhang, Zhiyu Hu, Yimeng Bai, Jiancan Wu, Qifan Wang, Fuli Feng | Recommendation Unlearning via Influence Function | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recommendation unlearning is an emerging task to serve users for erasing
unusable data (e.g., some historical behaviors) from a well-trained recommender
model. Existing methods process unlearning requests by fully or partially
retraining the model after removing the unusable data. However, these methods
are impractic... | [
{
"created": "Wed, 5 Jul 2023 09:42:51 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jul 2024 05:14:56 GMT",
"version": "v2"
}
] | 2024-07-18 | [
[
"Zhang",
"Yang",
""
],
[
"Hu",
"Zhiyu",
""
],
[
"Bai",
"Yimeng",
""
],
[
"Wu",
"Jiancan",
""
],
[
"Wang",
"Qifan",
""
],
[
"Feng",
"Fuli",
""
]
] | Recommendation unlearning is an emerging task to serve users for erasing unusable data (e.g., some historical behaviors) from a well-trained recommender model. Existing methods process unlearning requests by fully or partially retraining the model after removing the unusable data. However, these methods are impractical... |
1811.00539 | Colin Graber | Colin Graber, Ofer Meshi, Alexander Schwing | Deep Structured Prediction with Nonlinear Output Transformations | Appearing in NIPS 2018 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep structured models are widely used for tasks like semantic segmentation,
where explicit correlations between variables provide important prior
information which generally helps to reduce the data needs of deep nets.
However, current deep structured models are restricted by oftentimes very local
neighborhood struc... | [
{
"created": "Thu, 1 Nov 2018 17:59:58 GMT",
"version": "v1"
}
] | 2018-11-02 | [
[
"Graber",
"Colin",
""
],
[
"Meshi",
"Ofer",
""
],
[
"Schwing",
"Alexander",
""
]
] | Deep structured models are widely used for tasks like semantic segmentation, where explicit correlations between variables provide important prior information which generally helps to reduce the data needs of deep nets. However, current deep structured models are restricted by oftentimes very local neighborhood structu... |
cs/0603039 | Wei Dai | Wei Dai, Youjian Liu, Brian Rider | Quantization Bounds on Grassmann Manifolds and Applications to MIMO
Communications | 26 pages, 7 figures, submitted to IEEE Transactions on Information
Theory in Aug, 2005 | null | null | null | cs.IT math.IT | null | This paper considers the quantization problem on the Grassmann manifold
\mathcal{G}_{n,p}, the set of all p-dimensional planes (through the origin) in
the n-dimensional Euclidean space. The chief result is a closed-form formula
for the volume of a metric ball in the Grassmann manifold when the radius is
sufficiently ... | [
{
"created": "Thu, 9 Mar 2006 16:58:27 GMT",
"version": "v1"
},
{
"created": "Tue, 16 May 2006 02:53:17 GMT",
"version": "v2"
}
] | 2007-07-13 | [
[
"Dai",
"Wei",
""
],
[
"Liu",
"Youjian",
""
],
[
"Rider",
"Brian",
""
]
] | This paper considers the quantization problem on the Grassmann manifold \mathcal{G}_{n,p}, the set of all p-dimensional planes (through the origin) in the n-dimensional Euclidean space. The chief result is a closed-form formula for the volume of a metric ball in the Grassmann manifold when the radius is sufficiently sm... |
2306.06462 | Samyak Jain | Sravanti Addepalli, Samyak Jain, Gaurang Sriramanan, R. Venkatesh Babu | Boosting Adversarial Robustness using Feature Level Stochastic Smoothing | CVPR Workshops 2021. First three authors contributed equally | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Advances in adversarial defenses have led to a significant improvement in the
robustness of Deep Neural Networks. However, the robust accuracy of present
state-ofthe-art defenses is far from the requirements in critical applications
such as robotics and autonomous navigation systems. Further, in practical use
cases, ... | [
{
"created": "Sat, 10 Jun 2023 15:11:24 GMT",
"version": "v1"
}
] | 2023-06-13 | [
[
"Addepalli",
"Sravanti",
""
],
[
"Jain",
"Samyak",
""
],
[
"Sriramanan",
"Gaurang",
""
],
[
"Babu",
"R. Venkatesh",
""
]
] | Advances in adversarial defenses have led to a significant improvement in the robustness of Deep Neural Networks. However, the robust accuracy of present state-ofthe-art defenses is far from the requirements in critical applications such as robotics and autonomous navigation systems. Further, in practical use cases, ne... |
2210.14257 | Wenchuan Mu | Wenchuan Mu and Kwan Hui Lim | Revision for Concision: A Constrained Paraphrase Generation Task | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Academic writing should be concise as concise sentences better keep the
readers' attention and convey meaning clearly. Writing concisely is
challenging, for writers often struggle to revise their drafts. We introduce
and formulate revising for concision as a natural language processing task at
the sentence level. Rev... | [
{
"created": "Tue, 25 Oct 2022 18:20:54 GMT",
"version": "v1"
}
] | 2022-10-27 | [
[
"Mu",
"Wenchuan",
""
],
[
"Lim",
"Kwan Hui",
""
]
] | Academic writing should be concise as concise sentences better keep the readers' attention and convey meaning clearly. Writing concisely is challenging, for writers often struggle to revise their drafts. We introduce and formulate revising for concision as a natural language processing task at the sentence level. Revis... |
2304.14507 | Bala Murugan MS | Vrinda Agarwal, Aaron George Pichappa, Manideep Ramisetty, Bala
Murugan MS, Manoj kumar Rajagopal | Suspicious Vehicle Detection Using Licence Plate Detection And Facial
Feature Recognition | eight pages and three figures | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the increasing need to strengthen vehicle safety and detection, the
availability of pre-existing methods of catching criminals and identifying
vehicles manually through the various traffic surveillance cameras is not only
time-consuming but also inefficient. With the advancement of technology in
every field the ... | [
{
"created": "Tue, 18 Apr 2023 06:44:08 GMT",
"version": "v1"
}
] | 2023-05-01 | [
[
"Agarwal",
"Vrinda",
""
],
[
"Pichappa",
"Aaron George",
""
],
[
"Ramisetty",
"Manideep",
""
],
[
"MS",
"Bala Murugan",
""
],
[
"Rajagopal",
"Manoj kumar",
""
]
] | With the increasing need to strengthen vehicle safety and detection, the availability of pre-existing methods of catching criminals and identifying vehicles manually through the various traffic surveillance cameras is not only time-consuming but also inefficient. With the advancement of technology in every field the us... |
1002.4172 | Aditya Mahajan | Ashutosh Nayyar, Aditya Mahajan and Demosthenis Teneketzis | Optimal Control Strategies in Delayed Sharing Information Structures | Sumbitted to IEEE Transactions on automatic control | null | 10.1109/TAC.2010.2089381 | null | cs.OH | http://creativecommons.org/licenses/by-nc-sa/3.0/ | The $n$-step delayed sharing information structure is investigated. This
information structure comprises of $K$ controllers that share their information
with a delay of $n$ time steps. This information structure is a link between
the classical information structure, where information is shared perfectly
between the c... | [
{
"created": "Mon, 22 Feb 2010 19:25:54 GMT",
"version": "v1"
}
] | 2011-12-30 | [
[
"Nayyar",
"Ashutosh",
""
],
[
"Mahajan",
"Aditya",
""
],
[
"Teneketzis",
"Demosthenis",
""
]
] | The $n$-step delayed sharing information structure is investigated. This information structure comprises of $K$ controllers that share their information with a delay of $n$ time steps. This information structure is a link between the classical information structure, where information is shared perfectly between the con... |
1504.07662 | Dragomir Yankov | Dragomir Yankov, Pavel Berkhin, Lihong Li | Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyze the problem of using Explore-Exploit techniques to improve
precision in multi-result ranking systems such as web search, query
autocompletion and news recommendation. Adopting an exploration policy directly
online, without understanding its impact on the production system, may have
unwanted consequences - ... | [
{
"created": "Tue, 28 Apr 2015 21:16:07 GMT",
"version": "v1"
}
] | 2015-04-30 | [
[
"Yankov",
"Dragomir",
""
],
[
"Berkhin",
"Pavel",
""
],
[
"Li",
"Lihong",
""
]
] | We analyze the problem of using Explore-Exploit techniques to improve precision in multi-result ranking systems such as web search, query autocompletion and news recommendation. Adopting an exploration policy directly online, without understanding its impact on the production system, may have unwanted consequences - th... |
2401.02173 | Weihao Li | Weihao Li, Lei Tan, Pingyang Dai, Yan Zhang | Prompt Decoupling for Text-to-Image Person Re-identification | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Text-to-image person re-identification (TIReID) aims to retrieve the target
person from an image gallery via a textual description query. Recently,
pre-trained vision-language models like CLIP have attracted significant
attention and have been widely utilized for this task due to their robust
capacity for semantic co... | [
{
"created": "Thu, 4 Jan 2024 09:55:15 GMT",
"version": "v1"
}
] | 2024-01-05 | [
[
"Li",
"Weihao",
""
],
[
"Tan",
"Lei",
""
],
[
"Dai",
"Pingyang",
""
],
[
"Zhang",
"Yan",
""
]
] | Text-to-image person re-identification (TIReID) aims to retrieve the target person from an image gallery via a textual description query. Recently, pre-trained vision-language models like CLIP have attracted significant attention and have been widely utilized for this task due to their robust capacity for semantic conc... |
2104.07820 | Muhammad Aurangzeb Ahmad | Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert, Vikas Kumar,
Muhammad Aurangzeb Ahmad, Ankur Teredesai | Machine Learning Approaches for Type 2 Diabetes Prediction and Care
Management | null | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | Prediction of diabetes and its various complications has been studied in a
number of settings, but a comprehensive overview of problem setting for
diabetes prediction and care management has not been addressed in the
literature. In this document we seek to remedy this omission in literature with
an encompassing overv... | [
{
"created": "Thu, 15 Apr 2021 23:38:39 GMT",
"version": "v1"
},
{
"created": "Thu, 29 Apr 2021 00:11:58 GMT",
"version": "v2"
}
] | 2021-04-30 | [
[
"Lim",
"Aloysius",
""
],
[
"Singh",
"Ashish",
""
],
[
"Chiam",
"Jody",
""
],
[
"Eckert",
"Carly",
""
],
[
"Kumar",
"Vikas",
""
],
[
"Ahmad",
"Muhammad Aurangzeb",
""
],
[
"Teredesai",
"Ankur",
""
]
] | Prediction of diabetes and its various complications has been studied in a number of settings, but a comprehensive overview of problem setting for diabetes prediction and care management has not been addressed in the literature. In this document we seek to remedy this omission in literature with an encompassing overvie... |
2303.11846 | Hongbin Fang | Qinyan Zhou, Hongbin Fang, Zhihai Bi, Jian Xu | Dynamic models for Planar Peristaltic Locomotion of a Metameric
Earthworm-like Robot | 12 pages, 4 figures | null | null | null | cs.RO physics.app-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The development of versatile robots capable of traversing challenging and
irregular environments is of increasing interest in the field of robotics, and
metameric robots have been identified as a promising solution due to their
slender, deformable bodies. Inspired by the effective locomotion of earthworms,
earthworm-... | [
{
"created": "Tue, 21 Mar 2023 13:43:37 GMT",
"version": "v1"
}
] | 2023-03-22 | [
[
"Zhou",
"Qinyan",
""
],
[
"Fang",
"Hongbin",
""
],
[
"Bi",
"Zhihai",
""
],
[
"Xu",
"Jian",
""
]
] | The development of versatile robots capable of traversing challenging and irregular environments is of increasing interest in the field of robotics, and metameric robots have been identified as a promising solution due to their slender, deformable bodies. Inspired by the effective locomotion of earthworms, earthworm-li... |
1905.10335 | Xiyang Liu | Xiyang Liu, Sewoong Oh | Minimax Rates of Estimating Approximate Differential Privacy | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Differential privacy has become a widely accepted notion of privacy, leading
to the introduction and deployment of numerous privatization mechanisms.
However, ensuring the privacy guarantee is an error-prone process, both in
designing mechanisms and in implementing those mechanisms. Both types of errors
will be great... | [
{
"created": "Fri, 24 May 2019 17:00:59 GMT",
"version": "v1"
}
] | 2019-05-27 | [
[
"Liu",
"Xiyang",
""
],
[
"Oh",
"Sewoong",
""
]
] | Differential privacy has become a widely accepted notion of privacy, leading to the introduction and deployment of numerous privatization mechanisms. However, ensuring the privacy guarantee is an error-prone process, both in designing mechanisms and in implementing those mechanisms. Both types of errors will be greatly... |
2104.05978 | Djamila Aouada | Mohamed Adel Musallam, Kassem Al Ismaeil, Oyebade Oyedotun, Marcos
Damian Perez, Michel Poucet, Djamila Aouada | SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment | 5 pages, 7 figures | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This paper proposes the SPARK dataset as a new unique space object
multi-modal image dataset. Image-based object recognition is an important
component of Space Situational Awareness, especially for applications such as
on-orbit servicing, active debris removal, and satellite formation. However,
the lack of sufficient... | [
{
"created": "Tue, 13 Apr 2021 07:16:55 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Apr 2021 01:58:18 GMT",
"version": "v2"
}
] | 2021-04-15 | [
[
"Musallam",
"Mohamed Adel",
""
],
[
"Ismaeil",
"Kassem Al",
""
],
[
"Oyedotun",
"Oyebade",
""
],
[
"Perez",
"Marcos Damian",
""
],
[
"Poucet",
"Michel",
""
],
[
"Aouada",
"Djamila",
""
]
] | This paper proposes the SPARK dataset as a new unique space object multi-modal image dataset. Image-based object recognition is an important component of Space Situational Awareness, especially for applications such as on-orbit servicing, active debris removal, and satellite formation. However, the lack of sufficient a... |
1904.06253 | Nicolas Couellan | Nicolas Couellan | The coupling effect of Lipschitz regularization in deep neural networks | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We investigate robustness of deep feed-forward neural networks when input
data are subject to random uncertainties. More specifically, we consider
regularization of the network by its Lipschitz constant and emphasize its role.
We highlight the fact that this regularization is not only a way to control the
magnitude o... | [
{
"created": "Fri, 12 Apr 2019 14:36:21 GMT",
"version": "v1"
}
] | 2019-04-15 | [
[
"Couellan",
"Nicolas",
""
]
] | We investigate robustness of deep feed-forward neural networks when input data are subject to random uncertainties. More specifically, we consider regularization of the network by its Lipschitz constant and emphasize its role. We highlight the fact that this regularization is not only a way to control the magnitude of ... |
1402.1241 | Shafi'i Muhammad Abdulhamid Mr | Shafii Muhammad Abdulhamid, Ismaila Idris | Design Evaluation of Some Nigerian University Portals: A Programmer's
Point of View | 8 pages. Computer Science and Telecommunications 2010 | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Today, Nigerian Universities feel pressured to get a portal up and running
dynamic, individualized web systems have become essential for institutions of
higher learning. As a result, most of the Nigerian University portals nowadays
do not meet up to standard. In this paper, ten Nigerian University portals were
select... | [
{
"created": "Thu, 6 Feb 2014 04:25:53 GMT",
"version": "v1"
}
] | 2014-02-07 | [
[
"Abdulhamid",
"Shafii Muhammad",
""
],
[
"Idris",
"Ismaila",
""
]
] | Today, Nigerian Universities feel pressured to get a portal up and running dynamic, individualized web systems have become essential for institutions of higher learning. As a result, most of the Nigerian University portals nowadays do not meet up to standard. In this paper, ten Nigerian University portals were selected... |
1506.08506 | Jeremy Kepner | Andrew Prout, Jeremy Kepner, Peter Michaleas, William Arcand, David
Bestor, Bill Bergeron, Chansup Byun, Lauren Edwards, Vijay Gadepally, Matthew
Hubbell, Julie Mullen, Antonio Rosa, Charles Yee, Albert Reuther | Enabling On-Demand Database Computing with MIT SuperCloud Database
Management System | 6 pages; accepted to IEEE High Performance Extreme Computing (HPEC)
conference 2015. arXiv admin note: text overlap with arXiv:1406.4923 | null | 10.1109/HPEC.2015.7322482 | null | cs.DB cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The MIT SuperCloud database management system allows for rapid creation and
flexible execution of a variety of the latest scientific databases, including
Apache Accumulo and SciDB. It is designed to permit these databases to run on a
High Performance Computing Cluster (HPCC) platform as seamlessly as any other
HPCC j... | [
{
"created": "Mon, 29 Jun 2015 04:47:20 GMT",
"version": "v1"
}
] | 2016-06-21 | [
[
"Prout",
"Andrew",
""
],
[
"Kepner",
"Jeremy",
""
],
[
"Michaleas",
"Peter",
""
],
[
"Arcand",
"William",
""
],
[
"Bestor",
"David",
""
],
[
"Bergeron",
"Bill",
""
],
[
"Byun",
"Chansup",
""
],
[
"E... | The MIT SuperCloud database management system allows for rapid creation and flexible execution of a variety of the latest scientific databases, including Apache Accumulo and SciDB. It is designed to permit these databases to run on a High Performance Computing Cluster (HPCC) platform as seamlessly as any other HPCC job... |
2203.02077 | Shahbaz Rezaei | Guoyao Li, Shahbaz Rezaei, and Xin Liu | User-Level Membership Inference Attack against Metric Embedding Learning | null | null | null | null | cs.LG cs.AI cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Membership inference (MI) determines if a sample was part of a victim model
training set. Recent development of MI attacks focus on record-level membership
inference which limits their application in many real-world scenarios. For
example, in the person re-identification task, the attacker (or investigator)
is intere... | [
{
"created": "Fri, 4 Mar 2022 00:49:42 GMT",
"version": "v1"
},
{
"created": "Mon, 25 Apr 2022 23:59:03 GMT",
"version": "v2"
}
] | 2022-04-27 | [
[
"Li",
"Guoyao",
""
],
[
"Rezaei",
"Shahbaz",
""
],
[
"Liu",
"Xin",
""
]
] | Membership inference (MI) determines if a sample was part of a victim model training set. Recent development of MI attacks focus on record-level membership inference which limits their application in many real-world scenarios. For example, in the person re-identification task, the attacker (or investigator) is interest... |
1110.3017 | Olaf Hartig | Juan Sequeda and Olaf Hartig | Towards a Query Language for the Web of Data (A Vision Paper) | 2 pages | null | null | null | cs.DB cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Research on querying the Web of Data is still in its infancy. In this paper,
we provide an initial set of general features that we envision should be
considered in order to define a query language for the Web of Data.
Furthermore, for each of these features, we pose questions that have not been
addressed before in th... | [
{
"created": "Thu, 13 Oct 2011 18:01:39 GMT",
"version": "v1"
}
] | 2011-10-14 | [
[
"Sequeda",
"Juan",
""
],
[
"Hartig",
"Olaf",
""
]
] | Research on querying the Web of Data is still in its infancy. In this paper, we provide an initial set of general features that we envision should be considered in order to define a query language for the Web of Data. Furthermore, for each of these features, we pose questions that have not been addressed before in the ... |
2011.13511 | Sina Amini Niaki | Sina Amini Niaki, Ehsan Haghighat, Trevor Campbell, Anoush Poursartip,
Reza Vaziri | Physics-Informed Neural Network for Modelling the Thermochemical Curing
Process of Composite-Tool Systems During Manufacture | null | CMAME 384 (2021) 113959 | 10.1016/j.cma.2021.113959 | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a Physics-Informed Neural Network (PINN) to simulate the
thermochemical evolution of a composite material on a tool undergoing cure in
an autoclave. In particular, we solve the governing coupled system of
differential equations -- including conductive heat transfer and resin cure
kinetics -- by optimizing ... | [
{
"created": "Fri, 27 Nov 2020 00:56:15 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Jun 2021 22:11:45 GMT",
"version": "v2"
}
] | 2021-06-16 | [
[
"Niaki",
"Sina Amini",
""
],
[
"Haghighat",
"Ehsan",
""
],
[
"Campbell",
"Trevor",
""
],
[
"Poursartip",
"Anoush",
""
],
[
"Vaziri",
"Reza",
""
]
] | We present a Physics-Informed Neural Network (PINN) to simulate the thermochemical evolution of a composite material on a tool undergoing cure in an autoclave. In particular, we solve the governing coupled system of differential equations -- including conductive heat transfer and resin cure kinetics -- by optimizing th... |
cs/0611157 | Mira Gonen | Reuven Cohen, Mira Gonen, Avishai Wool | Bounding the Bias of Tree-Like Sampling in IP Topologies | 12 pages, 1 figure | null | null | null | cs.NI | null | It is widely believed that the Internet's AS-graph degree distribution obeys
a power-law form. Most of the evidence showing the power-law distribution is
based on BGP data. However, it was recently argued that since BGP collects data
in a tree-like fashion, it only produces a sample of the degree distribution,
and th... | [
{
"created": "Thu, 30 Nov 2006 08:59:40 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Cohen",
"Reuven",
""
],
[
"Gonen",
"Mira",
""
],
[
"Wool",
"Avishai",
""
]
] | It is widely believed that the Internet's AS-graph degree distribution obeys a power-law form. Most of the evidence showing the power-law distribution is based on BGP data. However, it was recently argued that since BGP collects data in a tree-like fashion, it only produces a sample of the degree distribution, and this... |
1704.04761 | He Jiang | Jifeng Xuan, He Jiang, Yan Hu, Zhilei Ren, Weiqin Zou, Zhongxuan Luo,
Xindong Wu | Towards Effective Bug Triage with Towards Effective Bug Triage with
Software Data Reduction Techniques | 17 pages, 7 figures | IEEE Transactions on Knowledge and Data Engineering, 2015 | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Software companies spend over 45 percent of cost in dealing with software
bugs. An inevitable step of fixing bugs is bug triage, which aims to correctly
assign a developer to a new bug. To decrease the time cost in manual work, text
classification techniques are applied to conduct automatic bug triage. In this
paper,... | [
{
"created": "Sun, 16 Apr 2017 12:25:34 GMT",
"version": "v1"
}
] | 2017-04-18 | [
[
"Xuan",
"Jifeng",
""
],
[
"Jiang",
"He",
""
],
[
"Hu",
"Yan",
""
],
[
"Ren",
"Zhilei",
""
],
[
"Zou",
"Weiqin",
""
],
[
"Luo",
"Zhongxuan",
""
],
[
"Wu",
"Xindong",
""
]
] | Software companies spend over 45 percent of cost in dealing with software bugs. An inevitable step of fixing bugs is bug triage, which aims to correctly assign a developer to a new bug. To decrease the time cost in manual work, text classification techniques are applied to conduct automatic bug triage. In this paper, w... |
2202.09930 | Justin Kottinger | Justin Kottinger, Shaull Almagor, Morteza Lahijanian | Conflict-Based Search for Explainable Multi-Agent Path Finding | To appear in International Conference on Automated Planning and
Scheduling (ICAPS 2022), June 2022 | 2022 Proceedings of the International Conference on Automated
Planning and Scheduling (ICAPS)) | 10.1609/icaps.v32i1.19859 | null | cs.AI cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the Multi-Agent Path Finding (MAPF) problem, the goal is to find
non-colliding paths for agents in an environment, such that each agent reaches
its goal from its initial location. In safety-critical applications, a human
supervisor may want to verify that the plan is indeed collision-free. To this
end, a recent wo... | [
{
"created": "Sun, 20 Feb 2022 23:13:14 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Apr 2022 17:18:30 GMT",
"version": "v2"
}
] | 2023-03-15 | [
[
"Kottinger",
"Justin",
""
],
[
"Almagor",
"Shaull",
""
],
[
"Lahijanian",
"Morteza",
""
]
] | In the Multi-Agent Path Finding (MAPF) problem, the goal is to find non-colliding paths for agents in an environment, such that each agent reaches its goal from its initial location. In safety-critical applications, a human supervisor may want to verify that the plan is indeed collision-free. To this end, a recent work... |
1202.6517 | Michal Ciesla | Michal Ciesla, Przemyslaw Koziol | Eye Pupil Location Using Webcam | 11 pages, 11 figures | null | null | null | cs.HC cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Three different algorithms used for eye pupil location were described and
tested. Algorithm efficiency comparison was based on human faces images taken
from the BioID database. Moreover all the eye localisation methods were
implemented in a dedicated application supporting eye movement based computer
control. In this... | [
{
"created": "Wed, 29 Feb 2012 11:17:10 GMT",
"version": "v1"
}
] | 2012-03-01 | [
[
"Ciesla",
"Michal",
""
],
[
"Koziol",
"Przemyslaw",
""
]
] | Three different algorithms used for eye pupil location were described and tested. Algorithm efficiency comparison was based on human faces images taken from the BioID database. Moreover all the eye localisation methods were implemented in a dedicated application supporting eye movement based computer control. In this c... |
2008.11007 | Julien Siebert | Julien Siebert, Lisa Joeckel, Jens Heidrich, Koji Nakamichi, Kyoko
Ohashi, Isao Namba, Rieko Yamamoto, Mikio Aoyama | Towards Guidelines for Assessing Qualities of Machine Learning Systems | Has been accepted at the 13th International Conference on the Quality
of Information and Communications Technology QUATIC2020
(https://2020.quatic.org/). QUATIC 2020 proceedings will be included in a
volume of Springer CCIS Series (Communications in Computer and Information
Science) | Proceedings of the 13th International Conference on the Quality of
Information and Communications Technology QUATIC2020
(https://2020.quatic.org/). Springer CCIS Series (Communications in Computer
and Information Science) | 10.1007/978-3-030-58793-2_2 | null | cs.SE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, systems containing components based on machine learning (ML)
methods are becoming more widespread. In order to ensure the intended behavior
of a software system, there are standards that define necessary quality aspects
of the system and its components (such as ISO/IEC 25010). Due to the different
nature of... | [
{
"created": "Tue, 25 Aug 2020 13:45:54 GMT",
"version": "v1"
}
] | 2020-08-26 | [
[
"Siebert",
"Julien",
""
],
[
"Joeckel",
"Lisa",
""
],
[
"Heidrich",
"Jens",
""
],
[
"Nakamichi",
"Koji",
""
],
[
"Ohashi",
"Kyoko",
""
],
[
"Namba",
"Isao",
""
],
[
"Yamamoto",
"Rieko",
""
],
[
"Aoy... | Nowadays, systems containing components based on machine learning (ML) methods are becoming more widespread. In order to ensure the intended behavior of a software system, there are standards that define necessary quality aspects of the system and its components (such as ISO/IEC 25010). Due to the different nature of M... |
2309.11446 | Nikita Morozov | Valeriy Berezovskiy, Nikita Morozov | Weight Averaging Improves Knowledge Distillation under Domain Shift | ICCV 2023 Workshop on Out-of-Distribution Generalization in Computer
Vision (OOD-CV) | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Knowledge distillation (KD) is a powerful model compression technique broadly
used in practical deep learning applications. It is focused on training a small
student network to mimic a larger teacher network. While it is widely known
that KD can offer an improvement to student generalization in i.i.d setting,
its per... | [
{
"created": "Wed, 20 Sep 2023 16:23:30 GMT",
"version": "v1"
}
] | 2023-09-21 | [
[
"Berezovskiy",
"Valeriy",
""
],
[
"Morozov",
"Nikita",
""
]
] | Knowledge distillation (KD) is a powerful model compression technique broadly used in practical deep learning applications. It is focused on training a small student network to mimic a larger teacher network. While it is widely known that KD can offer an improvement to student generalization in i.i.d setting, its perfo... |
1703.04664 | Anshumali Shrivastava | Anshumali Shrivastava | Optimal Densification for Fast and Accurate Minwise Hashing | Fast Minwise Hashing | null | null | null | cs.DS cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Minwise hashing is a fundamental and one of the most successful hashing
algorithm in the literature. Recent advances based on the idea of
densification~\cite{Proc:OneHashLSH_ICML14,Proc:Shrivastava_UAI14} have shown
that it is possible to compute $k$ minwise hashes, of a vector with $d$
nonzeros, in mere $(d + k)$ co... | [
{
"created": "Tue, 14 Mar 2017 18:49:57 GMT",
"version": "v1"
}
] | 2017-03-16 | [
[
"Shrivastava",
"Anshumali",
""
]
] | Minwise hashing is a fundamental and one of the most successful hashing algorithm in the literature. Recent advances based on the idea of densification~\cite{Proc:OneHashLSH_ICML14,Proc:Shrivastava_UAI14} have shown that it is possible to compute $k$ minwise hashes, of a vector with $d$ nonzeros, in mere $(d + k)$ comp... |
2402.14857 | Xiaotian Zou | Xiaotian Zou, Yongkang Chen, Ke Li | Is the System Message Really Important to Jailbreaks in Large Language
Models? | 13 pages,3 figures | null | null | null | cs.CL cs.AI cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The rapid evolution of Large Language Models (LLMs) has rendered them
indispensable in modern society. While security measures are typically to align
LLMs with human values prior to release, recent studies have unveiled a
concerning phenomenon named "Jailbreak". This term refers to the unexpected and
potentially harm... | [
{
"created": "Tue, 20 Feb 2024 17:39:40 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Jun 2024 19:22:19 GMT",
"version": "v2"
}
] | 2024-06-21 | [
[
"Zou",
"Xiaotian",
""
],
[
"Chen",
"Yongkang",
""
],
[
"Li",
"Ke",
""
]
] | The rapid evolution of Large Language Models (LLMs) has rendered them indispensable in modern society. While security measures are typically to align LLMs with human values prior to release, recent studies have unveiled a concerning phenomenon named "Jailbreak". This term refers to the unexpected and potentially harmfu... |
2210.17444 | Sijie Mai | Sijie Mai, Ying Zeng, Haifeng Hu | Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal
and Multimodal Representations | This paper is accepted by IEEE Transactions on Multimedia. This
version addresses some mistakes and typos in the original paper. The appendix
is available at
https://github.com/TmacMai/Multimodal-Information-Bottleneck/blob/main/appendix.pdf | null | 10.1109/TMM.2022.3171679 | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning effective joint embedding for cross-modal data has always been a
focus in the field of multimodal machine learning. We argue that during
multimodal fusion, the generated multimodal embedding may be redundant, and the
discriminative unimodal information may be ignored, which often interferes with
accurate pre... | [
{
"created": "Mon, 31 Oct 2022 16:14:18 GMT",
"version": "v1"
},
{
"created": "Sat, 12 Nov 2022 14:27:03 GMT",
"version": "v2"
},
{
"created": "Mon, 5 Dec 2022 12:41:04 GMT",
"version": "v3"
}
] | 2022-12-06 | [
[
"Mai",
"Sijie",
""
],
[
"Zeng",
"Ying",
""
],
[
"Hu",
"Haifeng",
""
]
] | Learning effective joint embedding for cross-modal data has always been a focus in the field of multimodal machine learning. We argue that during multimodal fusion, the generated multimodal embedding may be redundant, and the discriminative unimodal information may be ignored, which often interferes with accurate predi... |
1310.8278 | Sicun Gao | Sicun Gao, Soonho Kong, Edmund Clarke | Satisfiability Modulo ODEs | Published in FMCAD 2013 | null | null | null | cs.LO cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study SMT problems over the reals containing ordinary differential
equations. They are important for formal verification of realistic hybrid
systems and embedded software. We develop delta-complete algorithms for SMT
formulas that are purely existentially quantified, as well as exists-forall
formulas whose univers... | [
{
"created": "Wed, 30 Oct 2013 19:24:34 GMT",
"version": "v1"
}
] | 2013-10-31 | [
[
"Gao",
"Sicun",
""
],
[
"Kong",
"Soonho",
""
],
[
"Clarke",
"Edmund",
""
]
] | We study SMT problems over the reals containing ordinary differential equations. They are important for formal verification of realistic hybrid systems and embedded software. We develop delta-complete algorithms for SMT formulas that are purely existentially quantified, as well as exists-forall formulas whose universal... |
1811.02666 | Randi Wang | Randi Wang, Vadim Shapiro | Topological Semantics for Lumped Parameter Systems Modeling | null | Advanced Engineering Informatics, 42, 100958 (2019) | 10.1016/j.aei.2019.100958 | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Behaviors of many engineering systems are described by lumped parameter
models that encapsulate the spatially distributed nature of the system into
networks of lumped elements; the dynamics of such a network is governed by a
system of ordinary differential and algebraic equations. Languages and
simulation tools for m... | [
{
"created": "Sun, 4 Nov 2018 22:59:17 GMT",
"version": "v1"
}
] | 2019-12-04 | [
[
"Wang",
"Randi",
""
],
[
"Shapiro",
"Vadim",
""
]
] | Behaviors of many engineering systems are described by lumped parameter models that encapsulate the spatially distributed nature of the system into networks of lumped elements; the dynamics of such a network is governed by a system of ordinary differential and algebraic equations. Languages and simulation tools for mod... |
2306.13028 | Sidney Tio | Sidney Tio, Pradeep Varakantham | Transferable Curricula through Difficulty Conditioned Generators | IJCAI'23 | null | null | null | cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Advancements in reinforcement learning (RL) have demonstrated superhuman
performance in complex tasks such as Starcraft, Go, Chess etc. However,
knowledge transfer from Artificial "Experts" to humans remain a significant
challenge. A promising avenue for such transfer would be the use of curricula.
Recent methods in ... | [
{
"created": "Thu, 22 Jun 2023 16:45:45 GMT",
"version": "v1"
}
] | 2023-06-23 | [
[
"Tio",
"Sidney",
""
],
[
"Varakantham",
"Pradeep",
""
]
] | Advancements in reinforcement learning (RL) have demonstrated superhuman performance in complex tasks such as Starcraft, Go, Chess etc. However, knowledge transfer from Artificial "Experts" to humans remain a significant challenge. A promising avenue for such transfer would be the use of curricula. Recent methods in cu... |
1409.0081 | Birgit Vogtenhuber | Oswin Aichholzer, Ruy Fabila-Monroy, Hern\'an Gonz\'alez-Aguilar,
Thomas Hackl, Marco A. Heredia, Clemens Huemer, Jorge Urrutia, Pavel Valtr,
and Birgit Vogtenhuber | On $k$-Gons and $k$-Holes in Point Sets | null | null | null | null | cs.DM cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a variation of the classical Erd\H{o}s-Szekeres problems on the
existence and number of convex $k$-gons and $k$-holes (empty $k$-gons) in a set
of $n$ points in the plane. Allowing the $k$-gons to be non-convex, we show
bounds and structural results on maximizing and minimizing their numbers. Most
notewor... | [
{
"created": "Sat, 30 Aug 2014 04:21:07 GMT",
"version": "v1"
}
] | 2014-09-02 | [
[
"Aichholzer",
"Oswin",
""
],
[
"Fabila-Monroy",
"Ruy",
""
],
[
"González-Aguilar",
"Hernán",
""
],
[
"Hackl",
"Thomas",
""
],
[
"Heredia",
"Marco A.",
""
],
[
"Huemer",
"Clemens",
""
],
[
"Urrutia",
"Jorge",
... | We consider a variation of the classical Erd\H{o}s-Szekeres problems on the existence and number of convex $k$-gons and $k$-holes (empty $k$-gons) in a set of $n$ points in the plane. Allowing the $k$-gons to be non-convex, we show bounds and structural results on maximizing and minimizing their numbers. Most noteworth... |
cs/0410033 | Florentin Smarandache | Florentin Smarandache | An In-Depth Look at Information Fusion Rules & the Unification of Fusion
Theories | 27 pages. To be presented at NASA Langley Research Center (Hampton,
Virginia), on November 5th, 2004 | Partially published in Review of the Air Force Academy (The
Scientific Informative Review), Brasov, No. 2, pp. 31-40, 2006. | null | null | cs.AI | null | This paper may look like a glossary of the fusion rules and we also introduce
new ones presenting their formulas and examples: Conjunctive, Disjunctive,
Exclusive Disjunctive, Mixed Conjunctive-Disjunctive rules, Conditional rule,
Dempster's, Yager's, Smets' TBM rule, Dubois-Prade's, Dezert-Smarandache
classical and ... | [
{
"created": "Thu, 14 Oct 2004 22:53:46 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Oct 2004 17:13:04 GMT",
"version": "v2"
}
] | 2009-01-29 | [
[
"Smarandache",
"Florentin",
""
]
] | This paper may look like a glossary of the fusion rules and we also introduce new ones presenting their formulas and examples: Conjunctive, Disjunctive, Exclusive Disjunctive, Mixed Conjunctive-Disjunctive rules, Conditional rule, Dempster's, Yager's, Smets' TBM rule, Dubois-Prade's, Dezert-Smarandache classical and hy... |
0711.4475 | {\L}ukasz D{\ke}bowski | {\L}ukasz D\k{e}bowski | Valence extraction using EM selection and co-occurrence matrices | 24 pages, 3 tables | Language Resources and Evaluation 43:301-327, 2009 | 10.1007/s10579-009-9100-5 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper discusses two new procedures for extracting verb valences from raw
texts, with an application to the Polish language. The first novel technique,
the EM selection algorithm, performs unsupervised disambiguation of valence
frame forests, obtained by applying a non-probabilistic deep grammar parser and
some p... | [
{
"created": "Wed, 28 Nov 2007 12:16:08 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Dec 2007 12:53:25 GMT",
"version": "v2"
},
{
"created": "Fri, 11 Jul 2008 13:15:45 GMT",
"version": "v3"
},
{
"created": "Wed, 10 Dec 2008 19:14:24 GMT",
"version": "v4"
},
{
"cr... | 2020-03-11 | [
[
"Dębowski",
"Łukasz",
""
]
] | This paper discusses two new procedures for extracting verb valences from raw texts, with an application to the Polish language. The first novel technique, the EM selection algorithm, performs unsupervised disambiguation of valence frame forests, obtained by applying a non-probabilistic deep grammar parser and some pos... |
1603.01336 | Sabir Ribas | Sabir Ribas, Alberto Ueda, Rodrygo L. T. Santos, Berthier
Ribeiro-Neto, Nivio Ziviani | Simplified Relative Citation Ratio for Static Paper Ranking: UFMG/LATIN
at WSDM Cup 2016 | WSDM Cup. The 9th ACM International Conference on Web Search and Data
Mining San Francisco, California, USA. February 22-25, 2016 | null | null | null | cs.IR cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Static rankings of papers play a key role in the academic search setting.
Many features are commonly used in the literature to produce such rankings,
some examples are citation-based metrics, distinct applications of PageRank,
among others. More recently, learning to rank techniques have been successfully
applied to ... | [
{
"created": "Fri, 4 Mar 2016 03:00:46 GMT",
"version": "v1"
}
] | 2016-03-07 | [
[
"Ribas",
"Sabir",
""
],
[
"Ueda",
"Alberto",
""
],
[
"Santos",
"Rodrygo L. T.",
""
],
[
"Ribeiro-Neto",
"Berthier",
""
],
[
"Ziviani",
"Nivio",
""
]
] | Static rankings of papers play a key role in the academic search setting. Many features are commonly used in the literature to produce such rankings, some examples are citation-based metrics, distinct applications of PageRank, among others. More recently, learning to rank techniques have been successfully applied to co... |
2008.05510 | Qiqi Ren | Qiqi Ren, Jian Chen, Omid Abbasi, Gunes Karabulut Kurt, Halim
Yanikomeroglu, F. Richard Yu | An Application-Driven Non-Orthogonal Multiple Access Enabled Computation
Offloading Scheme | 13 pages,7 figures | null | 10.1109/JIOT.2020.3015339 | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To cope with the unprecedented surge in demand for data computing for the
applications, the promising concept of multi-access edge computing (MEC) has
been proposed to enable the network edges to provide closer data processing for
mobile devices (MDs). Since enormous workloads need to be migrated, and MDs
always rema... | [
{
"created": "Wed, 12 Aug 2020 18:16:03 GMT",
"version": "v1"
}
] | 2020-08-14 | [
[
"Ren",
"Qiqi",
""
],
[
"Chen",
"Jian",
""
],
[
"Abbasi",
"Omid",
""
],
[
"Kurt",
"Gunes Karabulut",
""
],
[
"Yanikomeroglu",
"Halim",
""
],
[
"Yu",
"F. Richard",
""
]
] | To cope with the unprecedented surge in demand for data computing for the applications, the promising concept of multi-access edge computing (MEC) has been proposed to enable the network edges to provide closer data processing for mobile devices (MDs). Since enormous workloads need to be migrated, and MDs always remain... |
2011.06840 | Sidney Golstein | Sidney Jonathan Golstein, Fran\c{c}ois Rottenberg, Fran\c{c}ois
Horlin, Philippe De Doncker, Julien Sarrazin | Physical Layer Security in a SISO Communication using Frequency-Domain
Time-Reversal OFDM Precoding and Artificial Noise Injection | null | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | A frequency domain (FD) time-reversal (TR) precoder is proposed to perform
physical layer security (PLS) in single-input single-output (SISO) systems
using orthogonal frequency-division multiplexing (OFDM) and artificial noise
(AN) signal injection. The AN signal does not corrupt the data transmission to
the legitima... | [
{
"created": "Fri, 13 Nov 2020 09:57:52 GMT",
"version": "v1"
}
] | 2020-11-16 | [
[
"Golstein",
"Sidney Jonathan",
""
],
[
"Rottenberg",
"François",
""
],
[
"Horlin",
"François",
""
],
[
"De Doncker",
"Philippe",
""
],
[
"Sarrazin",
"Julien",
""
]
] | A frequency domain (FD) time-reversal (TR) precoder is proposed to perform physical layer security (PLS) in single-input single-output (SISO) systems using orthogonal frequency-division multiplexing (OFDM) and artificial noise (AN) signal injection. The AN signal does not corrupt the data transmission to the legitimate... |
2310.08650 | Alexander Most | Alexander Most, Maksim Eren, Nigel Lawrence, Boian Alexandrov | Electrical Grid Anomaly Detection via Tensor Decomposition | 8 pages, 2 figures. In IEEE Military Communications Conference,
Artificial Intelligence for Cyber Workshop (MILCOM), 2023 | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Supervisory Control and Data Acquisition (SCADA) systems often serve as the
nervous system for substations within power grids. These systems facilitate
real-time monitoring, data acquisition, control of equipment, and ensure smooth
and efficient operation of the substation and its connected devices. Previous
work has... | [
{
"created": "Thu, 12 Oct 2023 18:23:06 GMT",
"version": "v1"
}
] | 2023-10-16 | [
[
"Most",
"Alexander",
""
],
[
"Eren",
"Maksim",
""
],
[
"Lawrence",
"Nigel",
""
],
[
"Alexandrov",
"Boian",
""
]
] | Supervisory Control and Data Acquisition (SCADA) systems often serve as the nervous system for substations within power grids. These systems facilitate real-time monitoring, data acquisition, control of equipment, and ensure smooth and efficient operation of the substation and its connected devices. Previous work has s... |
2004.00280 | Hengtong Hu | Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian | Creating Something from Nothing: Unsupervised Knowledge Distillation for
Cross-Modal Hashing | This paper has been accepted for CVPR2020 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In recent years, cross-modal hashing (CMH) has attracted increasing
attentions, mainly because its potential ability of mapping contents from
different modalities, especially in vision and language, into the same space,
so that it becomes efficient in cross-modal data retrieval. There are two main
frameworks for CMH,... | [
{
"created": "Wed, 1 Apr 2020 08:32:15 GMT",
"version": "v1"
}
] | 2020-04-02 | [
[
"Hu",
"Hengtong",
""
],
[
"Xie",
"Lingxi",
""
],
[
"Hong",
"Richang",
""
],
[
"Tian",
"Qi",
""
]
] | In recent years, cross-modal hashing (CMH) has attracted increasing attentions, mainly because its potential ability of mapping contents from different modalities, especially in vision and language, into the same space, so that it becomes efficient in cross-modal data retrieval. There are two main frameworks for CMH, d... |
2009.13987 | Lukas Ruff | Michael Joswig, Marek Kaluba, Lukas Ruff | Geometric Disentanglement by Random Convex Polytopes | 23 pages, preprint; extended experiments and theoretical analysis of
RPD in v2 | null | null | null | cs.LG math.MG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a new geometric method for measuring the quality of
representations obtained from deep learning. Our approach, called Random
Polytope Descriptor, provides an efficient description of data points based on
the construction of random convex polytopes. We demonstrate the use of our
technique by qualitatively c... | [
{
"created": "Tue, 29 Sep 2020 13:16:26 GMT",
"version": "v1"
},
{
"created": "Sat, 13 Feb 2021 07:39:43 GMT",
"version": "v2"
}
] | 2021-02-16 | [
[
"Joswig",
"Michael",
""
],
[
"Kaluba",
"Marek",
""
],
[
"Ruff",
"Lukas",
""
]
] | We propose a new geometric method for measuring the quality of representations obtained from deep learning. Our approach, called Random Polytope Descriptor, provides an efficient description of data points based on the construction of random convex polytopes. We demonstrate the use of our technique by qualitatively com... |
2211.01713 | Jiabin Chen | Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou,
Fangming Liu | iGniter: Interference-Aware GPU Resource Provisioning for Predictable
DNN Inference in the Cloud | 16 pages, 21 figures, submitted to IEEE Transactions on Parallel and
Distributed Systems | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | GPUs are essential to accelerating the latency-sensitive deep neural network
(DNN) inference workloads in cloud datacenters. To fully utilize GPU resources,
spatial sharing of GPUs among co-located DNN inference workloads becomes
increasingly compelling. However, GPU sharing inevitably brings severe
performance inter... | [
{
"created": "Thu, 3 Nov 2022 11:07:09 GMT",
"version": "v1"
}
] | 2022-11-04 | [
[
"Xu",
"Fei",
""
],
[
"Xu",
"Jianian",
""
],
[
"Chen",
"Jiabin",
""
],
[
"Chen",
"Li",
""
],
[
"Shang",
"Ruitao",
""
],
[
"Zhou",
"Zhi",
""
],
[
"Liu",
"Fangming",
""
]
] | GPUs are essential to accelerating the latency-sensitive deep neural network (DNN) inference workloads in cloud datacenters. To fully utilize GPU resources, spatial sharing of GPUs among co-located DNN inference workloads becomes increasingly compelling. However, GPU sharing inevitably brings severe performance interfe... |
1706.02867 | Milad Niknejad | Milad Niknejad, Jose M. Bioucas-Dias, Mario A. T. Figueiredo | Class-specific Poisson denoising by patch-based importance sampling | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we address the problem of recovering images degraded by
Poisson noise, where the image is known to belong to a specific class. In the
proposed method, a dataset of clean patches from images of the class of
interest is clustered using multivariate Gaussian distributions. In order to
recover the noisy im... | [
{
"created": "Fri, 9 Jun 2017 08:47:26 GMT",
"version": "v1"
}
] | 2017-06-12 | [
[
"Niknejad",
"Milad",
""
],
[
"Bioucas-Dias",
"Jose M.",
""
],
[
"Figueiredo",
"Mario A. T.",
""
]
] | In this paper, we address the problem of recovering images degraded by Poisson noise, where the image is known to belong to a specific class. In the proposed method, a dataset of clean patches from images of the class of interest is clustered using multivariate Gaussian distributions. In order to recover the noisy imag... |
2311.07607 | Joohwan Ko | Joohwan Ko, Andrew A. Li | Modeling Choice via Self-Attention | null | null | null | null | cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Models of choice are a fundamental input to many now-canonical optimization
problems in the field of Operations Management, including assortment,
inventory, and price optimization. Naturally, accurate estimation of these
models from data is a critical step in the application of these optimization
problems in practice... | [
{
"created": "Sat, 11 Nov 2023 11:13:07 GMT",
"version": "v1"
},
{
"created": "Thu, 8 Feb 2024 09:32:44 GMT",
"version": "v2"
}
] | 2024-02-09 | [
[
"Ko",
"Joohwan",
""
],
[
"Li",
"Andrew A.",
""
]
] | Models of choice are a fundamental input to many now-canonical optimization problems in the field of Operations Management, including assortment, inventory, and price optimization. Naturally, accurate estimation of these models from data is a critical step in the application of these optimization problems in practice. ... |
1706.04315 | Mikhail Prokopenko | Mikhail Prokopenko, Peter Wang, Sebastian Marian, Aijun Bai, Xiao Li,
Xiaoping Chen | RoboCup 2D Soccer Simulation League: Evaluation Challenges | 12 pages, RoboCup-2017, Nagoya, Japan, July 2017 | null | null | null | cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We summarise the results of RoboCup 2D Soccer Simulation League in 2016
(Leipzig), including the main competition and the evaluation round. The
evaluation round held in Leipzig confirmed the strength of RoboCup-2015
champion (WrightEagle, i.e. WE2015) in the League, with only eventual finalists
of 2016 competition ca... | [
{
"created": "Wed, 14 Jun 2017 04:53:42 GMT",
"version": "v1"
}
] | 2017-06-15 | [
[
"Prokopenko",
"Mikhail",
""
],
[
"Wang",
"Peter",
""
],
[
"Marian",
"Sebastian",
""
],
[
"Bai",
"Aijun",
""
],
[
"Li",
"Xiao",
""
],
[
"Chen",
"Xiaoping",
""
]
] | We summarise the results of RoboCup 2D Soccer Simulation League in 2016 (Leipzig), including the main competition and the evaluation round. The evaluation round held in Leipzig confirmed the strength of RoboCup-2015 champion (WrightEagle, i.e. WE2015) in the League, with only eventual finalists of 2016 competition capa... |
1609.08042 | Xavier Corbillon | Xavier Corbillon and Gwendal Simon and Alisa Devlic and Jacob
Chakareski | Viewport-Adaptive Navigable 360-Degree Video Delivery | 7 pages + 6 figures | In proceeding of 2017 IEEE International Conference on
Communications (ICC), pages 1-7 | 10.1109/ICC.2017.7996611 | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The delivery and display of 360-degree videos on Head-Mounted Displays (HMDs)
presents many technical challenges. 360-degree videos are ultra high resolution
spherical videos, which contain an omnidirectional view of the scene. However
only a portion of this scene is displayed on the HMD. Moreover, HMD need to
respon... | [
{
"created": "Mon, 26 Sep 2016 16:10:48 GMT",
"version": "v1"
},
{
"created": "Wed, 10 May 2017 08:49:35 GMT",
"version": "v2"
}
] | 2017-08-02 | [
[
"Corbillon",
"Xavier",
""
],
[
"Simon",
"Gwendal",
""
],
[
"Devlic",
"Alisa",
""
],
[
"Chakareski",
"Jacob",
""
]
] | The delivery and display of 360-degree videos on Head-Mounted Displays (HMDs) presents many technical challenges. 360-degree videos are ultra high resolution spherical videos, which contain an omnidirectional view of the scene. However only a portion of this scene is displayed on the HMD. Moreover, HMD need to respond ... |
2009.05254 | Saroj Sahoo | Saroj Sahoo and Matthew Berger | Visually Analyzing and Steering Zero Shot Learning | null | null | null | null | cs.HC cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a visual analytics system to help a user analyze and steer
zero-shot learning models. Zero-shot learning has emerged as a viable scenario
for categorizing data that consists of no labeled examples, and thus a
promising approach to minimize data annotation from humans. However, it is
challenging to understa... | [
{
"created": "Fri, 11 Sep 2020 06:58:13 GMT",
"version": "v1"
}
] | 2020-09-14 | [
[
"Sahoo",
"Saroj",
""
],
[
"Berger",
"Matthew",
""
]
] | We propose a visual analytics system to help a user analyze and steer zero-shot learning models. Zero-shot learning has emerged as a viable scenario for categorizing data that consists of no labeled examples, and thus a promising approach to minimize data annotation from humans. However, it is challenging to understand... |
2304.01225 | Aqsa Ashraf Makhdomi | Aqsa Ashraf Makhdomi and Iqra Altaf Gillani | A greedy approach for increased vehicle utilization in ridesharing
networks | null | null | null | null | cs.DS cs.CY cs.IR math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, ridesharing platforms have become a prominent mode of
transportation for the residents of urban areas. As a fundamental problem,
route recommendation for these platforms is vital for their sustenance. The
works done in this direction have recommended routes with higher passenger
demand. Despite the e... | [
{
"created": "Sun, 2 Apr 2023 07:25:01 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Jan 2024 06:31:50 GMT",
"version": "v2"
}
] | 2024-01-23 | [
[
"Makhdomi",
"Aqsa Ashraf",
""
],
[
"Gillani",
"Iqra Altaf",
""
]
] | In recent years, ridesharing platforms have become a prominent mode of transportation for the residents of urban areas. As a fundamental problem, route recommendation for these platforms is vital for their sustenance. The works done in this direction have recommended routes with higher passenger demand. Despite the exi... |
2106.08015 | Leonard Bauersfeld | Leonard Bauersfeld, Elia Kaufmann, Philipp Foehn, Sihao Sun, Davide
Scaramuzza | NeuroBEM: Hybrid Aerodynamic Quadrotor Model | 9 pages + 1 pages references | Robotics: Science and Systems (RSS), 2021 | 10.15607/RSS.2021.XVII.042 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quadrotors are extremely agile, so much in fact, that classic
first-principle-models come to their limits. Aerodynamic effects, while
insignificant at low speeds, become the dominant model defect during high
speeds or agile maneuvers. Accurate modeling is needed to design robust
high-performance control systems and e... | [
{
"created": "Tue, 15 Jun 2021 09:59:52 GMT",
"version": "v1"
}
] | 2022-01-19 | [
[
"Bauersfeld",
"Leonard",
""
],
[
"Kaufmann",
"Elia",
""
],
[
"Foehn",
"Philipp",
""
],
[
"Sun",
"Sihao",
""
],
[
"Scaramuzza",
"Davide",
""
]
] | Quadrotors are extremely agile, so much in fact, that classic first-principle-models come to their limits. Aerodynamic effects, while insignificant at low speeds, become the dominant model defect during high speeds or agile maneuvers. Accurate modeling is needed to design robust high-performance control systems and ena... |
1704.03521 | Igor Podlubny | Matej Mikulszky, Jana Pocsova, Andrea Mojzisova, Igor Podlubny | Responsive Graphical User Interface (ReGUI) and its Implementation in
MATLAB | 8 pages, 3 figures | null | null | null | cs.HC cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we introduce the responsive graphical user interface (ReGUI)
approach to creating applications, and demonstrate how this approach can be
implemented in MATLAB. The same general technique can be used in other
programming languages.
| [
{
"created": "Sun, 9 Apr 2017 20:18:25 GMT",
"version": "v1"
}
] | 2017-04-13 | [
[
"Mikulszky",
"Matej",
""
],
[
"Pocsova",
"Jana",
""
],
[
"Mojzisova",
"Andrea",
""
],
[
"Podlubny",
"Igor",
""
]
] | In this paper we introduce the responsive graphical user interface (ReGUI) approach to creating applications, and demonstrate how this approach can be implemented in MATLAB. The same general technique can be used in other programming languages. |
2307.14956 | Bal\'azs Hidasi | Bal\'azs Hidasi, \'Ad\'am Tibor Czapp | The Effect of Third Party Implementations on Reproducibility | Appearing in the Proceedings of the 17th ACM Conference on
Recommender Systems (RecSys'23) | null | 10.1145/3604915.3609487 | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reproducibility of recommender systems research has come under scrutiny
during recent years. Along with works focusing on repeating experiments with
certain algorithms, the research community has also started discussing various
aspects of evaluation and how these affect reproducibility. We add a novel
angle to this d... | [
{
"created": "Thu, 27 Jul 2023 15:48:13 GMT",
"version": "v1"
}
] | 2023-07-28 | [
[
"Hidasi",
"Balázs",
""
],
[
"Czapp",
"Ádám Tibor",
""
]
] | Reproducibility of recommender systems research has come under scrutiny during recent years. Along with works focusing on repeating experiments with certain algorithms, the research community has also started discussing various aspects of evaluation and how these affect reproducibility. We add a novel angle to this dis... |
2105.03502 | Fitzroy Nembhard | Fitzroy D. Nembhard and Marco M. Carvalho | Conversational Code Analysis: The Future of Secure Coding | Accepted on May 12, 2021 for publication in Coding Theory - Recent
Advances, New Perspectives and Applications, IntechOpen, London | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The area of software development and secure coding can benefit significantly
from advancements in virtual assistants. Research has shown that many coders
neglect security in favor of meeting deadlines. This shortcoming leaves systems
vulnerable to attackers. While a plethora of tools are available for
programmers to ... | [
{
"created": "Fri, 7 May 2021 20:53:44 GMT",
"version": "v1"
},
{
"created": "Wed, 12 May 2021 20:28:30 GMT",
"version": "v2"
}
] | 2021-05-14 | [
[
"Nembhard",
"Fitzroy D.",
""
],
[
"Carvalho",
"Marco M.",
""
]
] | The area of software development and secure coding can benefit significantly from advancements in virtual assistants. Research has shown that many coders neglect security in favor of meeting deadlines. This shortcoming leaves systems vulnerable to attackers. While a plethora of tools are available for programmers to sc... |
1111.0554 | Abbas Mehrabian | Shayan Ehsani and Saber Shokat Fadaee and MohammadAmin Fazli and Abbas
Mehrabian and Sina Sadeghian Sadeghabad and MohammadAli Safari and Morteza
Saghafian | On a Bounded Budget Network Creation Game | 28 pages, 3 figures, preliminary version appeared in SPAA'11 | ACM Transactions on Algorithms (2015), 11(4), article 34 | 10.1145/2701615 | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a network creation game in which each player (vertex) has a fixed
budget to establish links to other players. In our model, each link has unit
price and each agent tries to minimize its cost, which is either its local
diameter or its total distance to other players in the (undirected) underlying
graph of ... | [
{
"created": "Wed, 2 Nov 2011 16:11:07 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Jun 2012 22:20:25 GMT",
"version": "v2"
}
] | 2015-04-21 | [
[
"Ehsani",
"Shayan",
""
],
[
"Fadaee",
"Saber Shokat",
""
],
[
"Fazli",
"MohammadAmin",
""
],
[
"Mehrabian",
"Abbas",
""
],
[
"Sadeghabad",
"Sina Sadeghian",
""
],
[
"Safari",
"MohammadAli",
""
],
[
"Saghafian",
... | We consider a network creation game in which each player (vertex) has a fixed budget to establish links to other players. In our model, each link has unit price and each agent tries to minimize its cost, which is either its local diameter or its total distance to other players in the (undirected) underlying graph of th... |
2206.04958 | Guangyi Zhao | Guangyi Zhao and Simin Kou and Xuesong Yin | Self-Supervised Deep Subspace Clustering with Entropy-norm | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Auto-Encoder based deep subspace clustering (DSC) is widely used in computer
vision, motion segmentation and image processing. However, it suffers from the
following three issues in the self-expressive matrix learning process: the
first one is less useful information for learning self-expressive weights due
to the si... | [
{
"created": "Fri, 10 Jun 2022 09:15:33 GMT",
"version": "v1"
}
] | 2022-06-13 | [
[
"Zhao",
"Guangyi",
""
],
[
"Kou",
"Simin",
""
],
[
"Yin",
"Xuesong",
""
]
] | Auto-Encoder based deep subspace clustering (DSC) is widely used in computer vision, motion segmentation and image processing. However, it suffers from the following three issues in the self-expressive matrix learning process: the first one is less useful information for learning self-expressive weights due to the simp... |
cs/0502076 | Sebastian Roch | Elchanan Mossel, S\'ebastien Roch | Learning nonsingular phylogenies and hidden Markov models | Published at http://dx.doi.org/10.1214/105051606000000024 in the
Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute
of Mathematical Statistics (http://www.imstat.org) | Annals of Applied Probability 2006, Vol. 16, No. 2, 583-614 | 10.1214/105051606000000024 | IMS-AAP-AAP0161 | cs.LG cs.CE math.PR math.ST q-bio.PE stat.TH | null | In this paper we study the problem of learning phylogenies and hidden Markov
models. We call a Markov model nonsingular if all transition matrices have
determinants bounded away from 0 (and 1). We highlight the role of the
nonsingularity condition for the learning problem. Learning hidden Markov
models without the no... | [
{
"created": "Fri, 18 Feb 2005 01:31:53 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Jul 2006 05:29:36 GMT",
"version": "v2"
}
] | 2016-08-16 | [
[
"Mossel",
"Elchanan",
""
],
[
"Roch",
"Sébastien",
""
]
] | In this paper we study the problem of learning phylogenies and hidden Markov models. We call a Markov model nonsingular if all transition matrices have determinants bounded away from 0 (and 1). We highlight the role of the nonsingularity condition for the learning problem. Learning hidden Markov models without the nons... |
1706.08947 | Behnam Neyshabur | Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nathan
Srebro | Exploring Generalization in Deep Learning | 19 pages, 8 figures | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With a goal of understanding what drives generalization in deep networks, we
consider several recently suggested explanations, including norm-based control,
sharpness and robustness. We study how these measures can ensure
generalization, highlighting the importance of scale normalization, and making
a connection betw... | [
{
"created": "Tue, 27 Jun 2017 17:20:06 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Jul 2017 17:10:40 GMT",
"version": "v2"
}
] | 2017-07-07 | [
[
"Neyshabur",
"Behnam",
""
],
[
"Bhojanapalli",
"Srinadh",
""
],
[
"McAllester",
"David",
""
],
[
"Srebro",
"Nathan",
""
]
] | With a goal of understanding what drives generalization in deep networks, we consider several recently suggested explanations, including norm-based control, sharpness and robustness. We study how these measures can ensure generalization, highlighting the importance of scale normalization, and making a connection betwee... |
1101.3684 | Sandor Soos | Sandor Soos and George Kampis | Bio-inspired Methods for Dynamic Network Analysis in Science Mapping | null | null | null | null | cs.DL cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We apply bio-inspired methods for the analysis of different dynamic
bibliometric networks (linking papers by citation, authors, and keywords,
respectively). Biological species are clusters of individuals defined by widely
different criteria and in the biological perspective it is natural to (1) use
different categori... | [
{
"created": "Wed, 19 Jan 2011 13:40:18 GMT",
"version": "v1"
}
] | 2011-01-20 | [
[
"Soos",
"Sandor",
""
],
[
"Kampis",
"George",
""
]
] | We apply bio-inspired methods for the analysis of different dynamic bibliometric networks (linking papers by citation, authors, and keywords, respectively). Biological species are clusters of individuals defined by widely different criteria and in the biological perspective it is natural to (1) use different categoriza... |
2005.11158 | Christian G\"ottel | Christian G\"ottel, Lars Nielsen, Niloofar Yazdani, Pascal Felber,
Daniel E. Lucani and Valerio Schiavoni | Hermes: Enabling Energy-efficient IoT Networks with Generalized
Deduplication | This work was partially financed by the SCALE-IoT Project (Grant No.
7026-00042B) granted by the Independent Research Fund Denmark, by the Aarhus
Universitets Forskningsfond (AUFF) Starting Grant Project AUFF- 2017-FLS-7-1,
and Aarhus University's DIGIT Centre. European Commission Project: LEGaTO -
Low Energy T... | DEBS'20: Proceedings of the 14th ACM International Conference on
Distributed and Event-Based Systems (2020) 133-136 | 10.1145/3401025.3404098 | null | cs.DC | http://creativecommons.org/licenses/by/4.0/ | With the advent of the Internet of Things (IoT), the ever growing number of
connected devices observed in recent years and foreseen for the next decade
suggests that more and more data will have to be transmitted over a network,
before being processed and stored in data centers. Generalized deduplication
(GD) is a no... | [
{
"created": "Fri, 22 May 2020 12:59:38 GMT",
"version": "v1"
},
{
"created": "Mon, 20 Jul 2020 12:02:40 GMT",
"version": "v2"
}
] | 2020-07-21 | [
[
"Göttel",
"Christian",
""
],
[
"Nielsen",
"Lars",
""
],
[
"Yazdani",
"Niloofar",
""
],
[
"Felber",
"Pascal",
""
],
[
"Lucani",
"Daniel E.",
""
],
[
"Schiavoni",
"Valerio",
""
]
] | With the advent of the Internet of Things (IoT), the ever growing number of connected devices observed in recent years and foreseen for the next decade suggests that more and more data will have to be transmitted over a network, before being processed and stored in data centers. Generalized deduplication (GD) is a nove... |
1711.07011 | Ilke Cugu | \.Ilke \c{C}u\u{g}u, Eren \c{S}ener, Emre Akba\c{s} | MicroExpNet: An Extremely Small and Fast Model For Expression
Recognition From Face Images | International Conference on Image Processing Theory, Tools and
Applications (IPTA) 2019 camera ready version. Codes are available at:
https://github.com/cuguilke/microexpnet | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is aimed at creating extremely small and fast convolutional neural
networks (CNN) for the problem of facial expression recognition (FER) from
frontal face images. To this end, we employed the popular knowledge
distillation (KD) method and identified two major shortcomings with its use: 1)
a fine-grained gr... | [
{
"created": "Sun, 19 Nov 2017 12:31:09 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Aug 2018 08:40:17 GMT",
"version": "v2"
},
{
"created": "Thu, 17 Jan 2019 07:38:19 GMT",
"version": "v3"
},
{
"created": "Tue, 24 Dec 2019 10:44:15 GMT",
"version": "v4"
}
] | 2019-12-25 | [
[
"Çuğu",
"İlke",
""
],
[
"Şener",
"Eren",
""
],
[
"Akbaş",
"Emre",
""
]
] | This paper is aimed at creating extremely small and fast convolutional neural networks (CNN) for the problem of facial expression recognition (FER) from frontal face images. To this end, we employed the popular knowledge distillation (KD) method and identified two major shortcomings with its use: 1) a fine-grained grid... |
2303.14227 | Rafael Pina | Rafael Pina, Varuna De Silva and Corentin Artaud | Causality Detection for Efficient Multi-Agent Reinforcement Learning | null | null | null | null | cs.AI cs.LG cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | When learning a task as a team, some agents in Multi-Agent Reinforcement
Learning (MARL) may fail to understand their true impact in the performance of
the team. Such agents end up learning sub-optimal policies, demonstrating
undesired lazy behaviours. To investigate this problem, we start by formalising
the use of t... | [
{
"created": "Fri, 24 Mar 2023 18:47:44 GMT",
"version": "v1"
}
] | 2023-03-28 | [
[
"Pina",
"Rafael",
""
],
[
"De Silva",
"Varuna",
""
],
[
"Artaud",
"Corentin",
""
]
] | When learning a task as a team, some agents in Multi-Agent Reinforcement Learning (MARL) may fail to understand their true impact in the performance of the team. Such agents end up learning sub-optimal policies, demonstrating undesired lazy behaviours. To investigate this problem, we start by formalising the use of tem... |
2009.11722 | Bogdan Trasnea | Sorin Grigorescu, Tiberiu Cocias, Bogdan Trasnea, Andrea Margheri,
Federico Lombardi, Leonardo Aniello | Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI
Inference Engines in Autonomous Vehicles | 21 pages Published in Sensors:
https://www.mdpi.com/1424-8220/20/19/5450 | null | 10.3390/s20195450 | null | cs.SE cs.AI cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Self-driving cars and autonomous vehicles are revolutionizing the automotive
sector, shaping the future of mobility altogether. Although the integration of
novel technologies such as Artificial Intelligence (AI) and Cloud/Edge
computing provides golden opportunities to improve autonomous driving
applications, there i... | [
{
"created": "Wed, 23 Sep 2020 09:23:29 GMT",
"version": "v1"
}
] | 2020-09-25 | [
[
"Grigorescu",
"Sorin",
""
],
[
"Cocias",
"Tiberiu",
""
],
[
"Trasnea",
"Bogdan",
""
],
[
"Margheri",
"Andrea",
""
],
[
"Lombardi",
"Federico",
""
],
[
"Aniello",
"Leonardo",
""
]
] | Self-driving cars and autonomous vehicles are revolutionizing the automotive sector, shaping the future of mobility altogether. Although the integration of novel technologies such as Artificial Intelligence (AI) and Cloud/Edge computing provides golden opportunities to improve autonomous driving applications, there is ... |
2010.11895 | Ruosong Wang | Ruosong Wang, Dean P. Foster, Sham M. Kakade | What are the Statistical Limits of Offline RL with Linear Function
Approximation? | null | null | null | null | cs.LG cs.AI math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Offline reinforcement learning seeks to utilize offline (observational) data
to guide the learning of (causal) sequential decision making strategies. The
hope is that offline reinforcement learning coupled with function approximation
methods (to deal with the curse of dimensionality) can provide a means to help
allev... | [
{
"created": "Thu, 22 Oct 2020 17:32:13 GMT",
"version": "v1"
}
] | 2020-10-23 | [
[
"Wang",
"Ruosong",
""
],
[
"Foster",
"Dean P.",
""
],
[
"Kakade",
"Sham M.",
""
]
] | Offline reinforcement learning seeks to utilize offline (observational) data to guide the learning of (causal) sequential decision making strategies. The hope is that offline reinforcement learning coupled with function approximation methods (to deal with the curse of dimensionality) can provide a means to help allevia... |
2302.10899 | Zhijian Li | Zhijian Li, Biao Yang, Penghang Yin, Yingyong Qi, and Jack Xin | Feature Affinity Assisted Knowledge Distillation and Quantization of
Deep Neural Networks on Label-Free Data | null | null | null | null | cs.LG cs.AI cs.IT cs.NA math.IT math.NA | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In this paper, we propose a feature affinity (FA) assisted knowledge
distillation (KD) method to improve quantization-aware training of deep neural
networks (DNN). The FA loss on intermediate feature maps of DNNs plays the role
of teaching middle steps of a solution to a student instead of only giving
final answers i... | [
{
"created": "Fri, 10 Feb 2023 01:00:49 GMT",
"version": "v1"
},
{
"created": "Thu, 9 Mar 2023 05:54:14 GMT",
"version": "v2"
},
{
"created": "Fri, 18 Aug 2023 18:29:21 GMT",
"version": "v3"
}
] | 2023-08-22 | [
[
"Li",
"Zhijian",
""
],
[
"Yang",
"Biao",
""
],
[
"Yin",
"Penghang",
""
],
[
"Qi",
"Yingyong",
""
],
[
"Xin",
"Jack",
""
]
] | In this paper, we propose a feature affinity (FA) assisted knowledge distillation (KD) method to improve quantization-aware training of deep neural networks (DNN). The FA loss on intermediate feature maps of DNNs plays the role of teaching middle steps of a solution to a student instead of only giving final answers in ... |
1806.10478 | Tommaso Soru | Tommaso Soru, Edgard Marx, Andr\'e Valdestilhas, Diego Esteves, Diego
Moussallem, Gustavo Publio | Neural Machine Translation for Query Construction and Composition | ICML workshop on Neural Abstract Machines & Program Induction v2
(NAMPI), extended abstract | null | null | null | cs.CL cs.AI cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Research on question answering with knowledge base has recently seen an
increasing use of deep architectures. In this extended abstract, we study the
application of the neural machine translation paradigm for question parsing. We
employ a sequence-to-sequence model to learn graph patterns in the SPARQL graph
query la... | [
{
"created": "Wed, 27 Jun 2018 13:40:49 GMT",
"version": "v1"
},
{
"created": "Mon, 9 Jul 2018 14:25:46 GMT",
"version": "v2"
}
] | 2018-07-10 | [
[
"Soru",
"Tommaso",
""
],
[
"Marx",
"Edgard",
""
],
[
"Valdestilhas",
"André",
""
],
[
"Esteves",
"Diego",
""
],
[
"Moussallem",
"Diego",
""
],
[
"Publio",
"Gustavo",
""
]
] | Research on question answering with knowledge base has recently seen an increasing use of deep architectures. In this extended abstract, we study the application of the neural machine translation paradigm for question parsing. We employ a sequence-to-sequence model to learn graph patterns in the SPARQL graph query lang... |
1811.02328 | Kaipeng Zhang | Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu
Qiao, Wei Liu, Tong Zhang | Super-Identity Convolutional Neural Network for Face Hallucination | Published in ECCV 2018 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Face hallucination is a generative task to super-resolve the facial image
with low resolution while human perception of face heavily relies on identity
information. However, previous face hallucination approaches largely ignore
facial identity recovery. This paper proposes Super-Identity Convolutional
Neural Network ... | [
{
"created": "Tue, 6 Nov 2018 12:50:08 GMT",
"version": "v1"
}
] | 2018-11-07 | [
[
"Zhang",
"Kaipeng",
""
],
[
"Zhang",
"Zhanpeng",
""
],
[
"Cheng",
"Chia-Wen",
""
],
[
"Hsu",
"Winston H.",
""
],
[
"Qiao",
"Yu",
""
],
[
"Liu",
"Wei",
""
],
[
"Zhang",
"Tong",
""
]
] | Face hallucination is a generative task to super-resolve the facial image with low resolution while human perception of face heavily relies on identity information. However, previous face hallucination approaches largely ignore facial identity recovery. This paper proposes Super-Identity Convolutional Neural Network (S... |
2012.05270 | Alessio Colucci | Alessio Colucci, D\'avid Juh\'asz, Martin Mosbeck, Alberto Marchisio,
Semeen Rehman, Manfred Kreutzer, Guenther Nadbath, Axel Jantsch and Muhammad
Shafique | MLComp: A Methodology for Machine Learning-based Performance Estimation
and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences | Accepted for publication at the 24th IEEE/ACM Design, Automation and
Test in Europe (DATE'21) Conference, February, 2021 | null | 10.23919/DATE51398.2021.9474158 | null | cs.LG cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Embedded systems have proliferated in various consumer and industrial
applications with the evolution of Cyber-Physical Systems and the Internet of
Things. These systems are subjected to stringent constraints so that embedded
software must be optimized for multiple objectives simultaneously, namely
reduced energy con... | [
{
"created": "Wed, 9 Dec 2020 19:13:39 GMT",
"version": "v1"
},
{
"created": "Fri, 11 Dec 2020 11:53:33 GMT",
"version": "v2"
}
] | 2021-10-12 | [
[
"Colucci",
"Alessio",
""
],
[
"Juhász",
"Dávid",
""
],
[
"Mosbeck",
"Martin",
""
],
[
"Marchisio",
"Alberto",
""
],
[
"Rehman",
"Semeen",
""
],
[
"Kreutzer",
"Manfred",
""
],
[
"Nadbath",
"Guenther",
""
]... | Embedded systems have proliferated in various consumer and industrial applications with the evolution of Cyber-Physical Systems and the Internet of Things. These systems are subjected to stringent constraints so that embedded software must be optimized for multiple objectives simultaneously, namely reduced energy consu... |
1104.0862 | Photios Stavrou | Photios A. Stavrou and Charalambos D. Charalambous | Causal Rate Distortion Function and Relations to Filtering Theory | 8 pages; 3 figures; Presented in 20th International Symposium on
Mathematical Theory of Networks and Systems (MTNS 2012) | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/3.0/ | A causal rate distortion function is defined, its solution is described, and
its relation to filtering theory is discussed. The relation to filtering is
obtained via a causal constraint imposed on the reconstruction kernel to be
realizable.
| [
{
"created": "Tue, 5 Apr 2011 14:45:08 GMT",
"version": "v1"
},
{
"created": "Sat, 18 Feb 2012 01:12:11 GMT",
"version": "v2"
},
{
"created": "Wed, 6 Jun 2012 10:59:57 GMT",
"version": "v3"
}
] | 2012-06-07 | [
[
"Stavrou",
"Photios A.",
""
],
[
"Charalambous",
"Charalambos D.",
""
]
] | A causal rate distortion function is defined, its solution is described, and its relation to filtering theory is discussed. The relation to filtering is obtained via a causal constraint imposed on the reconstruction kernel to be realizable. |
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