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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2111.08455 | Shoufeng Cao Dr. | Shoufeng Cao, Thomas Miller, Marcus Foth, Warwick Powell, Xavier
Boyen, Charles Turner-Morris | Integrating On-chain and Off-chain Governance for Supply Chain
Transparency and Integrity | The 5th Symposium on Distributed Ledger Technology | Proc. 5th Symp. Distributed Ledger Technology, Brisbane,
Australia, 23 Nov 2021 | null | null | cs.CR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Integrating on-chain and off-chain data storage for decentralised and
distributed information systems, such as blockchain, presents specific
challenges for providing transparency of data governance and ensuring data
integrity through stakeholder engagement. Current research on blockchain-based
supply chains focuses o... | [
{
"created": "Thu, 11 Nov 2021 05:23:40 GMT",
"version": "v1"
}
] | 2022-07-04 | [
[
"Cao",
"Shoufeng",
""
],
[
"Miller",
"Thomas",
""
],
[
"Foth",
"Marcus",
""
],
[
"Powell",
"Warwick",
""
],
[
"Boyen",
"Xavier",
""
],
[
"Turner-Morris",
"Charles",
""
]
] | Integrating on-chain and off-chain data storage for decentralised and distributed information systems, such as blockchain, presents specific challenges for providing transparency of data governance and ensuring data integrity through stakeholder engagement. Current research on blockchain-based supply chains focuses on ... |
2104.06374 | Aly El Gamal | Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal | Knowledge Distillation For Wireless Edge Learning | 5 pages, 6 figures | null | null | null | cs.NI cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose a framework for predicting frame errors in the
collaborative spectrally congested wireless environments of the DARPA Spectrum
Collaboration Challenge (SC2) via a recently collected dataset. We employ
distributed deep edge learning that is shared among edge nodes and a central
cloud. Using th... | [
{
"created": "Sat, 3 Apr 2021 22:20:08 GMT",
"version": "v1"
}
] | 2021-04-14 | [
[
"Mohamed",
"Ahmed P.",
""
],
[
"Jameel",
"Abu Shafin Mohammad Mahdee",
""
],
[
"Gamal",
"Aly El",
""
]
] | In this paper, we propose a framework for predicting frame errors in the collaborative spectrally congested wireless environments of the DARPA Spectrum Collaboration Challenge (SC2) via a recently collected dataset. We employ distributed deep edge learning that is shared among edge nodes and a central cloud. Using this... |
2107.04770 | Sohei Itahara | Tomoya Sunami, Sohei Itahara, Yusuke Koda, Takayuki Nishio, and Koji
Yamamoto | Computer Vision-assisted Single-antenna and Single-anchor RSSI
Localization Harnessing Dynamic Blockage Events | Submitted to IEEE Internet of Things journal | null | null | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper demonstrates the feasibility of single-antenna and single-RF
(radio frequency)- anchor received power strength indicator (RSSI) localization
(SARR-LOC) with the assistance of the computer vision (CV) technique.
Generally, to perform radio frequency (RF)-based device localization, either 1)
fine-grained cha... | [
{
"created": "Sat, 10 Jul 2021 06:23:39 GMT",
"version": "v1"
},
{
"created": "Tue, 14 Sep 2021 05:03:41 GMT",
"version": "v2"
},
{
"created": "Wed, 27 Oct 2021 08:18:07 GMT",
"version": "v3"
},
{
"created": "Mon, 6 Dec 2021 09:13:37 GMT",
"version": "v4"
}
] | 2021-12-07 | [
[
"Sunami",
"Tomoya",
""
],
[
"Itahara",
"Sohei",
""
],
[
"Koda",
"Yusuke",
""
],
[
"Nishio",
"Takayuki",
""
],
[
"Yamamoto",
"Koji",
""
]
] | This paper demonstrates the feasibility of single-antenna and single-RF (radio frequency)- anchor received power strength indicator (RSSI) localization (SARR-LOC) with the assistance of the computer vision (CV) technique. Generally, to perform radio frequency (RF)-based device localization, either 1) fine-grained chann... |
2309.10187 | Madeleine Daepp | Alejandro Cuevas Villalba, Eva M. Brown, Jennifer V. Scurrell, Jason
Entenmann, Madeleine I. G. Daepp | Automated Interviewer or Augmented Survey? Collecting Social Data with
Large Language Models | null | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Qualitative methods like interviews produce richer data in comparison with
quantitative surveys, but are difficult to scale. Switching from web-based
questionnaires to interactive chatbots offers a compromise, improving user
engagement and response quality. Uptake remains limited, however, because of
differences in u... | [
{
"created": "Mon, 18 Sep 2023 22:30:52 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Oct 2023 21:45:04 GMT",
"version": "v2"
}
] | 2023-10-12 | [
[
"Villalba",
"Alejandro Cuevas",
""
],
[
"Brown",
"Eva M.",
""
],
[
"Scurrell",
"Jennifer V.",
""
],
[
"Entenmann",
"Jason",
""
],
[
"Daepp",
"Madeleine I. G.",
""
]
] | Qualitative methods like interviews produce richer data in comparison with quantitative surveys, but are difficult to scale. Switching from web-based questionnaires to interactive chatbots offers a compromise, improving user engagement and response quality. Uptake remains limited, however, because of differences in use... |
2402.18182 | Yves Vincent Grossmann | Martin Boosen, Michael Franke, Yves Vincent Grossmann, Sy Dat Ho,
Larissa Leiminger, Jan Matthiesen | Handling Open Research Data within the Max Planck Society -- Looking
Closer at the Year 2020 | null | null | null | null | cs.DL | http://creativecommons.org/licenses/by/4.0/ | This paper analyses the practice of publishing research data within the Max
Planck Society in the year 2020. The central finding of the study is that up to
40\% of the empirical text publications had research data available. The
aggregation of the available data is predominantly analysed. There are
differences betwee... | [
{
"created": "Wed, 28 Feb 2024 09:15:01 GMT",
"version": "v1"
}
] | 2024-02-29 | [
[
"Boosen",
"Martin",
""
],
[
"Franke",
"Michael",
""
],
[
"Grossmann",
"Yves Vincent",
""
],
[
"Ho",
"Sy Dat",
""
],
[
"Leiminger",
"Larissa",
""
],
[
"Matthiesen",
"Jan",
""
]
] | This paper analyses the practice of publishing research data within the Max Planck Society in the year 2020. The central finding of the study is that up to 40\% of the empirical text publications had research data available. The aggregation of the available data is predominantly analysed. There are differences between ... |
2005.06423 | Yingxue Xu | Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang
and Wendy Hall | Multiple Attentional Pyramid Networks for Chinese Herbal Recognition | 14 pages, 8 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Chinese herbs play a critical role in Traditional Chinese Medicine. Due to
different recognition granularity, they can be recognized accurately only by
professionals with much experience. It is expected that they can be recognized
automatically using new techniques like machine learning. However, there is no
Chinese ... | [
{
"created": "Wed, 13 May 2020 16:55:01 GMT",
"version": "v1"
}
] | 2020-05-14 | [
[
"Xu",
"Yingxue",
""
],
[
"Wen",
"Guihua",
""
],
[
"Hu",
"Yang",
""
],
[
"Luo",
"Mingnan",
""
],
[
"Dai",
"Dan",
""
],
[
"Zhuang",
"Yishan",
""
],
[
"Hall",
"Wendy",
""
]
] | Chinese herbs play a critical role in Traditional Chinese Medicine. Due to different recognition granularity, they can be recognized accurately only by professionals with much experience. It is expected that they can be recognized automatically using new techniques like machine learning. However, there is no Chinese he... |
1403.1343 | Mark Simkin | Mark Simkin and Dominique Schroeder and Andreas Bulling and Mario
Fritz | Ubic: Bridging the gap between digital cryptography and the physical
world | In ESORICS 2014, volume 8712 of Lecture Notes in Computer Science,
pp. 56-75, Wroclaw, Poland, September 7-11, 2014. Springer, Berlin, Germany | null | null | null | cs.CR cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Advances in computing technology increasingly blur the boundary between the
digital domain and the physical world. Although the research community has
developed a large number of cryptographic primitives and has demonstrated their
usability in all-digital communication, many of them have not yet made their
way into t... | [
{
"created": "Thu, 6 Mar 2014 04:35:45 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Apr 2014 11:58:25 GMT",
"version": "v2"
},
{
"created": "Thu, 24 Jul 2014 13:37:03 GMT",
"version": "v3"
}
] | 2014-07-25 | [
[
"Simkin",
"Mark",
""
],
[
"Schroeder",
"Dominique",
""
],
[
"Bulling",
"Andreas",
""
],
[
"Fritz",
"Mario",
""
]
] | Advances in computing technology increasingly blur the boundary between the digital domain and the physical world. Although the research community has developed a large number of cryptographic primitives and has demonstrated their usability in all-digital communication, many of them have not yet made their way into the... |
1601.05384 | Pedro Gonnet | Pedro Gonnet, Aidan B. G. Chalk and Matthieu Schaller | QuickSched: Task-based parallelism with dependencies and conflicts | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes QuickSched, a compact and efficient Open-Source
C-language library for task-based shared-memory parallel programming.
QuickSched extends the standard dependency-only scheme of task-based
programming with the concept of task conflicts, i.e.~sets of tasks that can be
executed in any order, yet not ... | [
{
"created": "Wed, 20 Jan 2016 19:41:17 GMT",
"version": "v1"
}
] | 2016-01-21 | [
[
"Gonnet",
"Pedro",
""
],
[
"Chalk",
"Aidan B. G.",
""
],
[
"Schaller",
"Matthieu",
""
]
] | This paper describes QuickSched, a compact and efficient Open-Source C-language library for task-based shared-memory parallel programming. QuickSched extends the standard dependency-only scheme of task-based programming with the concept of task conflicts, i.e.~sets of tasks that can be executed in any order, yet not co... |
1805.00606 | Milad Siami | Milad Siami, Alex Olshevsky, and Ali Jadbabaie | Deterministic and Randomized Actuator Scheduling With Guaranteed
Performance Bounds | null | null | null | null | cs.SY math.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we investigate the problem of actuator selection for linear
dynamical systems. We develop a framework to design a sparse actuator schedule
for a given large-scale linear system with guaranteed performance bounds using
deterministic polynomial-time and randomized approximately linear-time
algorithms. Fi... | [
{
"created": "Wed, 2 May 2018 02:48:58 GMT",
"version": "v1"
},
{
"created": "Wed, 3 Jun 2020 17:06:05 GMT",
"version": "v2"
}
] | 2020-06-04 | [
[
"Siami",
"Milad",
""
],
[
"Olshevsky",
"Alex",
""
],
[
"Jadbabaie",
"Ali",
""
]
] | In this paper, we investigate the problem of actuator selection for linear dynamical systems. We develop a framework to design a sparse actuator schedule for a given large-scale linear system with guaranteed performance bounds using deterministic polynomial-time and randomized approximately linear-time algorithms. Firs... |
2407.06303 | Ahmed Maged | Ahmed Maged and Herman Shen | Unsupervised Fault Detection using SAM with a Moving Window Approach | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automated f ault detection and monitoring in engineering are critical but
frequently difficult owing to the necessity for collecting and labeling large
amounts of defective samples . We present an unsupervised method that uses the
high end Segment Anything Model (SAM) and a moving window approach. SAM has
gained reco... | [
{
"created": "Mon, 8 Jul 2024 18:12:29 GMT",
"version": "v1"
}
] | 2024-07-10 | [
[
"Maged",
"Ahmed",
""
],
[
"Shen",
"Herman",
""
]
] | Automated f ault detection and monitoring in engineering are critical but frequently difficult owing to the necessity for collecting and labeling large amounts of defective samples . We present an unsupervised method that uses the high end Segment Anything Model (SAM) and a moving window approach. SAM has gained recogn... |
1703.10105 | Mansaf Alam Dr | Kashish Ara Shakil, Ari Ora, Mansaf Alam and Shabih Shakeel | Exploiting Data Reduction Principles in Cloud-Based Data Management for
Cryo-Image Data | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cloud computing is a cost-effective way for start-up life sciences
laboratories to store and manage their data. However, in many instances the
data stored over the cloud could be redundant which makes cloud-based data
management inefficient and costly because one has to pay for every byte of data
stored over the clou... | [
{
"created": "Tue, 28 Mar 2017 11:26:48 GMT",
"version": "v1"
}
] | 2017-03-30 | [
[
"Shakil",
"Kashish Ara",
""
],
[
"Ora",
"Ari",
""
],
[
"Alam",
"Mansaf",
""
],
[
"Shakeel",
"Shabih",
""
]
] | Cloud computing is a cost-effective way for start-up life sciences laboratories to store and manage their data. However, in many instances the data stored over the cloud could be redundant which makes cloud-based data management inefficient and costly because one has to pay for every byte of data stored over the cloud.... |
1905.08997 | Xianmin Lin | Hongchao Li, Xianmin Lin, Aihua Zheng, Chenglong Li, Bin Luo, Ran He,
and Amir Hussain | Attributes Guided Feature Learning for Vehicle Re-identification | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vehicle Re-ID has recently attracted enthusiastic attention due to its
potential applications in smart city and urban surveillance. However, it
suffers from large intra-class variation caused by view variations and
illumination changes, and inter-class similarity especially for different
identities with the similar a... | [
{
"created": "Wed, 22 May 2019 07:42:02 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Nov 2021 12:01:58 GMT",
"version": "v2"
}
] | 2021-11-11 | [
[
"Li",
"Hongchao",
""
],
[
"Lin",
"Xianmin",
""
],
[
"Zheng",
"Aihua",
""
],
[
"Li",
"Chenglong",
""
],
[
"Luo",
"Bin",
""
],
[
"He",
"Ran",
""
],
[
"Hussain",
"Amir",
""
]
] | Vehicle Re-ID has recently attracted enthusiastic attention due to its potential applications in smart city and urban surveillance. However, it suffers from large intra-class variation caused by view variations and illumination changes, and inter-class similarity especially for different identities with the similar app... |
2304.13867 | Yifan Jiang | Yifan Jiang, Filip Ilievski, Kaixin Ma | Transferring Procedural Knowledge across Commonsense Tasks | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stories about everyday situations are an essential part of human
communication, motivating the need to develop AI agents that can reliably
understand these stories. Despite the long list of supervised methods for story
completion and procedural understanding, current AI has no mechanisms to
automatically track and ex... | [
{
"created": "Wed, 26 Apr 2023 23:24:50 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jul 2023 21:56:30 GMT",
"version": "v2"
},
{
"created": "Mon, 20 Nov 2023 04:09:25 GMT",
"version": "v3"
}
] | 2023-11-21 | [
[
"Jiang",
"Yifan",
""
],
[
"Ilievski",
"Filip",
""
],
[
"Ma",
"Kaixin",
""
]
] | Stories about everyday situations are an essential part of human communication, motivating the need to develop AI agents that can reliably understand these stories. Despite the long list of supervised methods for story completion and procedural understanding, current AI has no mechanisms to automatically track and expl... |
1706.06511 | Nathaniel Rodriguez | Nathaniel Rodriguez, Eduardo Izquierdo, Yong-Yeol Ahn | Optimal modularity and memory capacity of neural reservoirs | null | null | 10.1162/netn_a_00082 | null | cs.NE cs.AI physics.bio-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The neural network is a powerful computing framework that has been exploited
by biological evolution and by humans for solving diverse problems. Although
the computational capabilities of neural networks are determined by their
structure, the current understanding of the relationships between a neural
network's archi... | [
{
"created": "Tue, 20 Jun 2017 15:17:37 GMT",
"version": "v1"
},
{
"created": "Mon, 2 Oct 2017 22:45:53 GMT",
"version": "v2"
},
{
"created": "Tue, 26 Mar 2019 01:57:17 GMT",
"version": "v3"
}
] | 2019-03-27 | [
[
"Rodriguez",
"Nathaniel",
""
],
[
"Izquierdo",
"Eduardo",
""
],
[
"Ahn",
"Yong-Yeol",
""
]
] | The neural network is a powerful computing framework that has been exploited by biological evolution and by humans for solving diverse problems. Although the computational capabilities of neural networks are determined by their structure, the current understanding of the relationships between a neural network's archite... |
0910.1901 | Christian Attiogbe | Christian Attiogbe (LINA) | Can Component/Service-Based Systems Be Proved Correct? | 16 pages | Conference on Current Trends in Theory and Practice of Computer
Science, Czech Republic, Spindleruv Ml\'yn, : Czech Republic (2009) | 10.1007/978-3-540-95891-8_2 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Component-oriented and service-oriented approaches have gained a strong
enthusiasm in industries and academia with a particular interest for
service-oriented approaches. A component is a software entity with given
functionalities, made available by a provider, and used to build other
application within which it is in... | [
{
"created": "Sat, 10 Oct 2009 06:33:39 GMT",
"version": "v1"
}
] | 2009-10-13 | [
[
"Attiogbe",
"Christian",
"",
"LINA"
]
] | Component-oriented and service-oriented approaches have gained a strong enthusiasm in industries and academia with a particular interest for service-oriented approaches. A component is a software entity with given functionalities, made available by a provider, and used to build other application within which it is inte... |
1908.06242 | Shinsaku Sakaue | Shinsaku Sakaue | Guarantees of Stochastic Greedy Algorithms for Non-monotone Submodular
Maximization with Cardinality Constraint | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Submodular maximization with a cardinality constraint can model various
problems, and those problems are often very large in practice. For the case
where objective functions are monotone, many fast approximation algorithms have
been developed. The stochastic greedy algorithm (SG) is one such algorithm,
which is widel... | [
{
"created": "Sat, 17 Aug 2019 04:50:57 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Aug 2019 01:43:30 GMT",
"version": "v2"
},
{
"created": "Thu, 3 Oct 2019 03:13:54 GMT",
"version": "v3"
},
{
"created": "Tue, 17 Dec 2019 06:46:51 GMT",
"version": "v4"
},
{
"cr... | 2020-01-13 | [
[
"Sakaue",
"Shinsaku",
""
]
] | Submodular maximization with a cardinality constraint can model various problems, and those problems are often very large in practice. For the case where objective functions are monotone, many fast approximation algorithms have been developed. The stochastic greedy algorithm (SG) is one such algorithm, which is widely ... |
1906.04051 | Nikolaos Cheimarios | E.I. Ioannidis, N. Cheimarios, A.N. Spyropoulos, A.G. Boudouvis | On the performance of various parallel GMRES implementations on CPU and
GPU clusters | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As the need for computational power and efficiency rises, parallel systems
become increasingly popular among various scientific fields. While multiple
core-based architectures have been the center of attention for many years, the
rapid development of general purposes GPU-based architectures takes high
performance com... | [
{
"created": "Mon, 10 Jun 2019 14:57:30 GMT",
"version": "v1"
}
] | 2019-06-11 | [
[
"Ioannidis",
"E. I.",
""
],
[
"Cheimarios",
"N.",
""
],
[
"Spyropoulos",
"A. N.",
""
],
[
"Boudouvis",
"A. G.",
""
]
] | As the need for computational power and efficiency rises, parallel systems become increasingly popular among various scientific fields. While multiple core-based architectures have been the center of attention for many years, the rapid development of general purposes GPU-based architectures takes high performance compu... |
1510.04039 | Nadine Kroher | Nadine Kroher, Emilia G\'omez | Automatic Transcription of Flamenco Singing from Polyphonic Music
Recordings | Submitted to the IEEE Transactions on Audio, Speech and Language
Processing | null | 10.1109/TASLP.2016.2531284 | null | cs.SD cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automatic note-level transcription is considered one of the most challenging
tasks in music information retrieval. The specific case of flamenco singing
transcription poses a particular challenge due to its complex melodic
progressions, intonation inaccuracies, the use of a high degree of
ornamentation and the presen... | [
{
"created": "Wed, 14 Oct 2015 10:53:00 GMT",
"version": "v1"
}
] | 2016-11-17 | [
[
"Kroher",
"Nadine",
""
],
[
"Gómez",
"Emilia",
""
]
] | Automatic note-level transcription is considered one of the most challenging tasks in music information retrieval. The specific case of flamenco singing transcription poses a particular challenge due to its complex melodic progressions, intonation inaccuracies, the use of a high degree of ornamentation and the presence... |
1906.04375 | Yuxin Peng | Junchao Zhang and Yuxin Peng | Object-aware Aggregation with Bidirectional Temporal Graph for Video
Captioning | 10 pages, accepted by IEEE Conference on Computer Vision and Pattern
Recognition (CVPR), 2019 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Video captioning aims to automatically generate natural language descriptions
of video content, which has drawn a lot of attention recent years. Generating
accurate and fine-grained captions needs to not only understand the global
content of video, but also capture the detailed object information. Meanwhile,
video re... | [
{
"created": "Tue, 11 Jun 2019 03:35:25 GMT",
"version": "v1"
}
] | 2019-06-12 | [
[
"Zhang",
"Junchao",
""
],
[
"Peng",
"Yuxin",
""
]
] | Video captioning aims to automatically generate natural language descriptions of video content, which has drawn a lot of attention recent years. Generating accurate and fine-grained captions needs to not only understand the global content of video, but also capture the detailed object information. Meanwhile, video repr... |
2205.03313 | Danae Sanchez Villegas | Xiao Ao, Danae S\'anchez Villegas, Daniel Preo\c{t}iuc-Pietro,
Nikolaos Aletras | Combining Humor and Sarcasm for Improving Political Parody Detection | Accepted at NAACL 2022 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Parody is a figurative device used for mimicking entities for comedic or
critical purposes. Parody is intentionally humorous and often involves sarcasm.
This paper explores jointly modelling these figurative tropes with the goal of
improving performance of political parody detection in tweets. To this end, we
present... | [
{
"created": "Fri, 6 May 2022 15:48:22 GMT",
"version": "v1"
}
] | 2022-05-09 | [
[
"Ao",
"Xiao",
""
],
[
"Villegas",
"Danae Sánchez",
""
],
[
"Preoţiuc-Pietro",
"Daniel",
""
],
[
"Aletras",
"Nikolaos",
""
]
] | Parody is a figurative device used for mimicking entities for comedic or critical purposes. Parody is intentionally humorous and often involves sarcasm. This paper explores jointly modelling these figurative tropes with the goal of improving performance of political parody detection in tweets. To this end, we present a... |
1912.02598 | Bo Luo | Bo Luo and Qiang Xu | Region-Wise Attack: On Efficient Generation of Robust Physical
Adversarial Examples | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks (DNNs) are shown to be susceptible to adversarial
example attacks. Most existing works achieve this malicious objective by
crafting subtle pixel-wise perturbations, and they are difficult to launch in
the physical world due to inevitable transformations (e.g., different
photographic distances and... | [
{
"created": "Thu, 5 Dec 2019 14:38:00 GMT",
"version": "v1"
},
{
"created": "Fri, 28 Aug 2020 10:30:15 GMT",
"version": "v2"
}
] | 2020-08-31 | [
[
"Luo",
"Bo",
""
],
[
"Xu",
"Qiang",
""
]
] | Deep neural networks (DNNs) are shown to be susceptible to adversarial example attacks. Most existing works achieve this malicious objective by crafting subtle pixel-wise perturbations, and they are difficult to launch in the physical world due to inevitable transformations (e.g., different photographic distances and a... |
2005.11422 | Khushboo Thaker | Mengdi Wang, Hung Chau, Khushboo Thaker, Peter Brusilovsky, Daqing He | Concept Annotation for Intelligent Textbooks | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the increased popularity of electronic textbooks, there is a growing
interests in developing a new generation of "intelligent textbooks", which have
the ability to guide the readers according to their learning goals and current
knowledge. The intelligent textbooks extend regular textbooks by integrating
machine-... | [
{
"created": "Fri, 22 May 2020 23:30:37 GMT",
"version": "v1"
},
{
"created": "Tue, 26 May 2020 03:34:40 GMT",
"version": "v2"
},
{
"created": "Wed, 10 Jun 2020 01:07:44 GMT",
"version": "v3"
}
] | 2020-06-11 | [
[
"Wang",
"Mengdi",
""
],
[
"Chau",
"Hung",
""
],
[
"Thaker",
"Khushboo",
""
],
[
"Brusilovsky",
"Peter",
""
],
[
"He",
"Daqing",
""
]
] | With the increased popularity of electronic textbooks, there is a growing interests in developing a new generation of "intelligent textbooks", which have the ability to guide the readers according to their learning goals and current knowledge. The intelligent textbooks extend regular textbooks by integrating machine-ma... |
1001.0143 | Gheorghe Stefanescu | Alexandru Sofronia and Alexandru Popa and Gheorghe Stefanescu | Undecidability Results for Finite Interactive Systems | null | Romanian Journal of Information Science and Technology, Volume 12
(2009), pp. 265-279 | null | null | cs.FL cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A new approach to the design of massively parallel and interactive
programming languages has been recently proposed using rv-systems (interactive
systems with registers and voices) and Agapia programming. In this paper we
present a few theoretical results on FISs (finite interactive systems), the
underlying mechanism... | [
{
"created": "Thu, 31 Dec 2009 15:19:39 GMT",
"version": "v1"
}
] | 2010-01-05 | [
[
"Sofronia",
"Alexandru",
""
],
[
"Popa",
"Alexandru",
""
],
[
"Stefanescu",
"Gheorghe",
""
]
] | A new approach to the design of massively parallel and interactive programming languages has been recently proposed using rv-systems (interactive systems with registers and voices) and Agapia programming. In this paper we present a few theoretical results on FISs (finite interactive systems), the underlying mechanism u... |
1808.06752 | Alexey Romanov | Alexey Romanov and Chaitanya Shivade | Lessons from Natural Language Inference in the Clinical Domain | Extended version of the EMNLP 2018 paper. Dataset and code available
at https://jgc128.github.io/mednli/ | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | State of the art models using deep neural networks have become very good in
learning an accurate mapping from inputs to outputs. However, they still lack
generalization capabilities in conditions that differ from the ones encountered
during training. This is even more challenging in specialized, and knowledge
intensi... | [
{
"created": "Tue, 21 Aug 2018 04:00:23 GMT",
"version": "v1"
},
{
"created": "Mon, 27 Aug 2018 16:06:44 GMT",
"version": "v2"
}
] | 2018-08-28 | [
[
"Romanov",
"Alexey",
""
],
[
"Shivade",
"Chaitanya",
""
]
] | State of the art models using deep neural networks have become very good in learning an accurate mapping from inputs to outputs. However, they still lack generalization capabilities in conditions that differ from the ones encountered during training. This is even more challenging in specialized, and knowledge intensive... |
2108.13961 | Nils Feldhus | Nils Feldhus, Robert Schwarzenberg, Sebastian M\"oller | Thermostat: A Large Collection of NLP Model Explanations and Analysis
Tools | Accepted to EMNLP 2021 System Demonstrations | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | In the language domain, as in other domains, neural explainability takes an
ever more important role, with feature attribution methods on the forefront.
Many such methods require considerable computational resources and expert
knowledge about implementation details and parameter choices. To facilitate
research, we pr... | [
{
"created": "Tue, 31 Aug 2021 16:42:35 GMT",
"version": "v1"
}
] | 2021-09-01 | [
[
"Feldhus",
"Nils",
""
],
[
"Schwarzenberg",
"Robert",
""
],
[
"Möller",
"Sebastian",
""
]
] | In the language domain, as in other domains, neural explainability takes an ever more important role, with feature attribution methods on the forefront. Many such methods require considerable computational resources and expert knowledge about implementation details and parameter choices. To facilitate research, we pres... |
1408.3170 | Eugene Ch'ng | Eugene Ch'ng | The Value of Using Big Data Technologies in Computational Social Science | 3rd ASE Big Data Science Conference, Tsinghua University Beijing, 3-7
August 2014 | null | null | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The discovery of phenomena in social networks has prompted renewed interests
in the field. Data in social networks however can be massive, requiring
scalable Big Data architecture. Conversely, research in Big Data needs the
volume and velocity of social media data for testing its scalability. Not only
so, appropriate... | [
{
"created": "Thu, 14 Aug 2014 00:21:59 GMT",
"version": "v1"
}
] | 2014-08-15 | [
[
"Ch'ng",
"Eugene",
""
]
] | The discovery of phenomena in social networks has prompted renewed interests in the field. Data in social networks however can be massive, requiring scalable Big Data architecture. Conversely, research in Big Data needs the volume and velocity of social media data for testing its scalability. Not only so, appropriate d... |
1708.09832 | Andreas Selmar Hauptmann | Andreas Hauptmann, Felix Lucka, Marta Betcke, Nam Huynh, Jonas Adler,
Ben Cox, Paul Beard, Sebastien Ourselin, and Simon Arridge | Model based learning for accelerated, limited-view 3D photoacoustic
tomography | null | null | 10.1109/TMI.2018.2820382 | null | cs.CV cs.NE math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advances in deep learning for tomographic reconstructions have shown
great potential to create accurate and high quality images with a considerable
speed-up. In this work we present a deep neural network that is specifically
designed to provide high resolution 3D images from restricted photoacoustic
measuremen... | [
{
"created": "Thu, 31 Aug 2017 17:32:29 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Feb 2018 14:44:48 GMT",
"version": "v2"
},
{
"created": "Mon, 26 Mar 2018 14:12:38 GMT",
"version": "v3"
}
] | 2020-09-07 | [
[
"Hauptmann",
"Andreas",
""
],
[
"Lucka",
"Felix",
""
],
[
"Betcke",
"Marta",
""
],
[
"Huynh",
"Nam",
""
],
[
"Adler",
"Jonas",
""
],
[
"Cox",
"Ben",
""
],
[
"Beard",
"Paul",
""
],
[
"Ourselin",
... | Recent advances in deep learning for tomographic reconstructions have shown great potential to create accurate and high quality images with a considerable speed-up. In this work we present a deep neural network that is specifically designed to provide high resolution 3D images from restricted photoacoustic measurements... |
2105.02609 | Dariusz Dereniowski | Dariusz Dereniowski, {\L}ukasz Kuszner, Robert Ostrowski | Searching by Heterogeneous Agents | null | Journal of Computer and System Sciences 115: 1-21 (2021) | null | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work we introduce and study a pursuit-evasion game in which the
search is performed by heterogeneous entities. We incorporate heterogeneity
into the classical edge search problem by considering edge-labeled graphs: once
a search strategy initially assigns labels to the searchers, each searcher can
be only pre... | [
{
"created": "Thu, 6 May 2021 12:30:44 GMT",
"version": "v1"
}
] | 2024-01-26 | [
[
"Dereniowski",
"Dariusz",
""
],
[
"Kuszner",
"Łukasz",
""
],
[
"Ostrowski",
"Robert",
""
]
] | In this work we introduce and study a pursuit-evasion game in which the search is performed by heterogeneous entities. We incorporate heterogeneity into the classical edge search problem by considering edge-labeled graphs: once a search strategy initially assigns labels to the searchers, each searcher can be only prese... |
2007.01128 | Hirah Malik | H. Malik (ETIS, L2S), C. Adjih, C. Weidmann (ETIS, CY), M. Kieffer
(L2S) | MICN: a network coding protocol for ICN with multiple distinct interests
per generation | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In Information-Centric Networking (ICN), consumers send interest packets to
the network and receive data packets as a response to their request without
taking care of the producers, which have provided the content, contrary to
conventional IP networks. ICN supports the use of multiple paths; however, with
multiple co... | [
{
"created": "Thu, 2 Jul 2020 14:24:22 GMT",
"version": "v1"
}
] | 2020-07-03 | [
[
"Malik",
"H.",
"",
"ETIS, L2S"
],
[
"Adjih",
"C.",
"",
"ETIS, CY"
],
[
"Weidmann",
"C.",
"",
"ETIS, CY"
],
[
"Kieffer",
"M.",
"",
"L2S"
]
] | In Information-Centric Networking (ICN), consumers send interest packets to the network and receive data packets as a response to their request without taking care of the producers, which have provided the content, contrary to conventional IP networks. ICN supports the use of multiple paths; however, with multiple cons... |
2205.14968 | Xiaopeng Zheng | Xiaopeng Zheng and Hao Wang and Peng Zheng and Zhihui Qi and Zhijun
Cheng and Ru Lin and Jiayou Zhao | Two improvements of the foliation based quad meshing method | null | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quadrilateral meshes with high level structure and feature preserving
property benefit industrial applications the most. Generation of such quad mesh
remains a challenge. Quad meshes generated using surface foliation have the
highest level structure, however they lack of the feature preserving ability.
In this paper,... | [
{
"created": "Mon, 30 May 2022 10:10:28 GMT",
"version": "v1"
}
] | 2022-05-31 | [
[
"Zheng",
"Xiaopeng",
""
],
[
"Wang",
"Hao",
""
],
[
"Zheng",
"Peng",
""
],
[
"Qi",
"Zhihui",
""
],
[
"Cheng",
"Zhijun",
""
],
[
"Lin",
"Ru",
""
],
[
"Zhao",
"Jiayou",
""
]
] | Quadrilateral meshes with high level structure and feature preserving property benefit industrial applications the most. Generation of such quad mesh remains a challenge. Quad meshes generated using surface foliation have the highest level structure, however they lack of the feature preserving ability. In this paper, w... |
1302.5490 | Arunasalam Sambhanthan | Alice Good, Arunasalam Sambhanthan, Vahid Panjganj, Samuel Spettigue | Computer Interaction and the Benefits of Social Networking for People
with Borderline Personality Disorder: Enlightening Mental Health
Professionals | Conference paper | null | null | null | cs.HC cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper seeks to present the findings of a focus group and questionnaire
in assessing how aware mental health professionals, who have experience with
people with Borderline Personality Disorder (BPD), are in the extent of ICT
based support for people with BPD. The methods used were both qualitative and
quantitativ... | [
{
"created": "Fri, 22 Feb 2013 06:10:35 GMT",
"version": "v1"
}
] | 2013-02-25 | [
[
"Good",
"Alice",
""
],
[
"Sambhanthan",
"Arunasalam",
""
],
[
"Panjganj",
"Vahid",
""
],
[
"Spettigue",
"Samuel",
""
]
] | This paper seeks to present the findings of a focus group and questionnaire in assessing how aware mental health professionals, who have experience with people with Borderline Personality Disorder (BPD), are in the extent of ICT based support for people with BPD. The methods used were both qualitative and quantitative ... |
2108.00914 | Swati Gupta | Majid Farhadi, Swati Gupta, Shengding Sun, Prasad Tetali, Michael C.
Wigal | Hardness and Approximation of Submodular Minimum Linear Ordering
Problems | null | null | null | null | cs.DS cs.CC | http://creativecommons.org/licenses/by/4.0/ | The minimum linear ordering problem (MLOP) generalizes well-known
combinatorial optimization problems such as minimum linear arrangement and
minimum sum set cover. MLOP seeks to minimize an aggregated cost $f(\cdot)$ due
to an ordering $\sigma$ of the items (say $[n]$), i.e., $\min_{\sigma}
\sum_{i\in [n]} f(E_{i,\si... | [
{
"created": "Mon, 2 Aug 2021 14:06:53 GMT",
"version": "v1"
},
{
"created": "Thu, 26 Oct 2023 18:20:35 GMT",
"version": "v2"
}
] | 2023-10-30 | [
[
"Farhadi",
"Majid",
""
],
[
"Gupta",
"Swati",
""
],
[
"Sun",
"Shengding",
""
],
[
"Tetali",
"Prasad",
""
],
[
"Wigal",
"Michael C.",
""
]
] | The minimum linear ordering problem (MLOP) generalizes well-known combinatorial optimization problems such as minimum linear arrangement and minimum sum set cover. MLOP seeks to minimize an aggregated cost $f(\cdot)$ due to an ordering $\sigma$ of the items (say $[n]$), i.e., $\min_{\sigma} \sum_{i\in [n]} f(E_{i,\sigm... |
2109.03443 | Bo Zhou | Bo Zhou, Kejiao Li, Hongsheng Zeng, Fan Wang, Hao Tian | ADER:Adapting between Exploration and Robustness for Actor-Critic
Methods | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Combining off-policy reinforcement learning methods with function
approximators such as neural networks has been found to lead to overestimation
of the value function and sub-optimal solutions. Improvement such as TD3 has
been proposed to address this issue. However, we surprisingly find that its
performance lags beh... | [
{
"created": "Wed, 8 Sep 2021 05:48:39 GMT",
"version": "v1"
}
] | 2021-09-09 | [
[
"Zhou",
"Bo",
""
],
[
"Li",
"Kejiao",
""
],
[
"Zeng",
"Hongsheng",
""
],
[
"Wang",
"Fan",
""
],
[
"Tian",
"Hao",
""
]
] | Combining off-policy reinforcement learning methods with function approximators such as neural networks has been found to lead to overestimation of the value function and sub-optimal solutions. Improvement such as TD3 has been proposed to address this issue. However, we surprisingly find that its performance lags behin... |
2311.17532 | Xingqun Qi | Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li,
Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo | Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech
Gesture Generation | Accepted by CVPR 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Generating vivid and emotional 3D co-speech gestures is crucial for virtual
avatar animation in human-machine interaction applications. While the existing
methods enable generating the gestures to follow a single emotion label, they
overlook that long gesture sequence modeling with emotion transition is more
practica... | [
{
"created": "Wed, 29 Nov 2023 11:10:40 GMT",
"version": "v1"
},
{
"created": "Sun, 24 Dec 2023 07:37:10 GMT",
"version": "v2"
},
{
"created": "Wed, 27 Mar 2024 15:01:22 GMT",
"version": "v3"
}
] | 2024-03-28 | [
[
"Qi",
"Xingqun",
""
],
[
"Pan",
"Jiahao",
""
],
[
"Li",
"Peng",
""
],
[
"Yuan",
"Ruibin",
""
],
[
"Chi",
"Xiaowei",
""
],
[
"Li",
"Mengfei",
""
],
[
"Luo",
"Wenhan",
""
],
[
"Xue",
"Wei",
""... | Generating vivid and emotional 3D co-speech gestures is crucial for virtual avatar animation in human-machine interaction applications. While the existing methods enable generating the gestures to follow a single emotion label, they overlook that long gesture sequence modeling with emotion transition is more practical ... |
2307.05501 | Ruslan Isaev Dr. | Ruslan Isaev, Radmir Gumerov, Gulzada Esenalieva, Remudin Reshid
Mekuria, Ermek Doszhanov | HIVA: Holographic Intellectual Voice Assistant | 6 pages, 6 figures | null | 10.1109/ICECCO58239.2023.10146600 | null | cs.HC cs.LG | http://creativecommons.org/licenses/by/4.0/ | Holographic Intellectual Voice Assistant (HIVA) aims to facilitate human
computer interaction using audiovisual effects and 3D avatar. HIVA provides
complete information about the university, including requests of various
nature: admission, study issues, fees, departments, university structure and
history, canteen, h... | [
{
"created": "Wed, 28 Jun 2023 03:29:32 GMT",
"version": "v1"
}
] | 2023-07-13 | [
[
"Isaev",
"Ruslan",
""
],
[
"Gumerov",
"Radmir",
""
],
[
"Esenalieva",
"Gulzada",
""
],
[
"Mekuria",
"Remudin Reshid",
""
],
[
"Doszhanov",
"Ermek",
""
]
] | Holographic Intellectual Voice Assistant (HIVA) aims to facilitate human computer interaction using audiovisual effects and 3D avatar. HIVA provides complete information about the university, including requests of various nature: admission, study issues, fees, departments, university structure and history, canteen, hum... |
2210.09899 | Michael Lampis | Michael Lampis | First Order Logic on Pathwidth Revisited Again | null | null | null | null | cs.DS cs.CC cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Courcelle's celebrated theorem states that all MSO-expressible properties can
be decided in linear time on graphs of bounded treewidth. Unfortunately, the
hidden constant implied by this theorem is a tower of exponentials whose height
increases with each quantifier alternation in the formula. More devastatingly,
this... | [
{
"created": "Tue, 18 Oct 2022 14:41:26 GMT",
"version": "v1"
}
] | 2022-10-19 | [
[
"Lampis",
"Michael",
""
]
] | Courcelle's celebrated theorem states that all MSO-expressible properties can be decided in linear time on graphs of bounded treewidth. Unfortunately, the hidden constant implied by this theorem is a tower of exponentials whose height increases with each quantifier alternation in the formula. More devastatingly, this c... |
2303.05641 | Anand Subramoney | Anand Subramoney | Efficient Real Time Recurrent Learning through combined activity and
parameter sparsity | Published as a workshop paper at ICLR 2023 Workshop on Sparsity in
Neural Networks | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Backpropagation through time (BPTT) is the standard algorithm for training
recurrent neural networks (RNNs), which requires separate simulation phases for
the forward and backward passes for inference and learning, respectively.
Moreover, BPTT requires storing the complete history of network states between
phases, wi... | [
{
"created": "Fri, 10 Mar 2023 01:09:04 GMT",
"version": "v1"
}
] | 2023-03-13 | [
[
"Subramoney",
"Anand",
""
]
] | Backpropagation through time (BPTT) is the standard algorithm for training recurrent neural networks (RNNs), which requires separate simulation phases for the forward and backward passes for inference and learning, respectively. Moreover, BPTT requires storing the complete history of network states between phases, with... |
2208.09323 | Daniel Buschek | Hai Dang, Karim Benharrak, Florian Lehmann, Daniel Buschek | Beyond Text Generation: Supporting Writers with Continuous Automatic
Text Summaries | 13 pages, 6 figures, 2 tables, ACM UIST 2022 | null | 10.1145/3526113.3545672 | null | cs.HC cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a text editor to help users plan, structure and reflect on their
writing process. It provides continuously updated paragraph-wise summaries as
margin annotations, using automatic text summarization. Summary levels range
from full text, to selected (central) sentences, down to a collection of
keywords. To u... | [
{
"created": "Fri, 19 Aug 2022 13:09:56 GMT",
"version": "v1"
}
] | 2022-08-22 | [
[
"Dang",
"Hai",
""
],
[
"Benharrak",
"Karim",
""
],
[
"Lehmann",
"Florian",
""
],
[
"Buschek",
"Daniel",
""
]
] | We propose a text editor to help users plan, structure and reflect on their writing process. It provides continuously updated paragraph-wise summaries as margin annotations, using automatic text summarization. Summary levels range from full text, to selected (central) sentences, down to a collection of keywords. To und... |
2104.06456 | Alican Mertan | Alican Mertan, Damien Jade Duff and Gozde Unal | Single Image Depth Estimation: An Overview | This is a preprint | null | 10.1016/j.dsp.2022.103441 | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We review solutions to the problem of depth estimation, arguably the most
important subtask in scene understanding. We focus on the single image depth
estimation problem. Due to its properties, the single image depth estimation
problem is currently best tackled with machine learning methods, most
successfully with co... | [
{
"created": "Tue, 13 Apr 2021 18:58:37 GMT",
"version": "v1"
}
] | 2022-02-02 | [
[
"Mertan",
"Alican",
""
],
[
"Duff",
"Damien Jade",
""
],
[
"Unal",
"Gozde",
""
]
] | We review solutions to the problem of depth estimation, arguably the most important subtask in scene understanding. We focus on the single image depth estimation problem. Due to its properties, the single image depth estimation problem is currently best tackled with machine learning methods, most successfully with conv... |
2308.11857 | Ziyu Zhou | Zihao Wang, Yiming Huang, Ziyu Zhou | CoC-GAN: Employing Context Cluster for Unveiling a New Pathway in Image
Generation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Image generation tasks are traditionally undertaken using Convolutional
Neural Networks (CNN) or Transformer architectures for feature aggregating and
dispatching. Despite the frequent application of convolution and attention
structures, these structures are not fundamentally required to solve the
problem of instabil... | [
{
"created": "Wed, 23 Aug 2023 01:19:58 GMT",
"version": "v1"
}
] | 2023-08-24 | [
[
"Wang",
"Zihao",
""
],
[
"Huang",
"Yiming",
""
],
[
"Zhou",
"Ziyu",
""
]
] | Image generation tasks are traditionally undertaken using Convolutional Neural Networks (CNN) or Transformer architectures for feature aggregating and dispatching. Despite the frequent application of convolution and attention structures, these structures are not fundamentally required to solve the problem of instabilit... |
1807.01147 | Vaneet Aggarwal | Abubakr Alabbasi and Vaneet Aggarwal and Tian Lan and Yu Xiang and
Moo-Ryong Ra and Yih-Farn R. Chen | FastTrack: Minimizing Stalls for CDN-based Over-the-top Video Streaming
Systems | 18 pages. arXiv admin note: text overlap with arXiv:1806.09466,
arXiv:1703.08348 | null | null | null | cs.NI cs.DC cs.MM cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traffic for internet video streaming has been rapidly increasing and is
further expected to increase with the higher definition videos and IoT
applications, such as 360 degree videos and augmented virtual reality
applications. While efficient management of heterogeneous cloud resources to
optimize the quality of expe... | [
{
"created": "Sat, 30 Jun 2018 10:24:28 GMT",
"version": "v1"
}
] | 2018-07-04 | [
[
"Alabbasi",
"Abubakr",
""
],
[
"Aggarwal",
"Vaneet",
""
],
[
"Lan",
"Tian",
""
],
[
"Xiang",
"Yu",
""
],
[
"Ra",
"Moo-Ryong",
""
],
[
"Chen",
"Yih-Farn R.",
""
]
] | Traffic for internet video streaming has been rapidly increasing and is further expected to increase with the higher definition videos and IoT applications, such as 360 degree videos and augmented virtual reality applications. While efficient management of heterogeneous cloud resources to optimize the quality of experi... |
cs/0403042 | Aikaterini Argyraki | Katerina J. Argyraki, David R. Cheriton | Protecting Public-Access Sites Against Distributed Denial-of-Service
Attacks | Description and evaluation of a filter management protocol that
reactively protects public-access sites against DDoS attacks. 12 pages long | Updated versions in Proc. USENIX Annual Technical Conference,
April 2005, and IEEE/ACM Transactions on Networking, 17(4):1284-1297, August
2009 | 10.1109/TNET.2008.2007431 | null | cs.NI | null | A distributed denial-of-service (DDoS) attack can flood a victim site with
malicious traffic, causing service disruption or even complete failure.
Public-access sites like amazon or ebay are particularly vulnerable to such
attacks, because they have no way of a priori blocking unauthorized traffic.
We present Activ... | [
{
"created": "Mon, 29 Mar 2004 19:24:14 GMT",
"version": "v1"
},
{
"created": "Mon, 24 May 2004 07:20:17 GMT",
"version": "v2"
}
] | 2012-10-26 | [
[
"Argyraki",
"Katerina J.",
""
],
[
"Cheriton",
"David R.",
""
]
] | A distributed denial-of-service (DDoS) attack can flood a victim site with malicious traffic, causing service disruption or even complete failure. Public-access sites like amazon or ebay are particularly vulnerable to such attacks, because they have no way of a priori blocking unauthorized traffic. We present Active In... |
2107.01310 | Reza Asadi Mr | Reza Asadi and Amelia Regan | Clustering of Time Series Data with Prior Geographical Information | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Time Series data are broadly studied in various domains of transportation
systems. Traffic data area challenging example of spatio-temporal data, as it
is multi-variate time series with high correlations in spatial and temporal
neighborhoods. Spatio-temporal clustering of traffic flow data find similar
patterns in bo... | [
{
"created": "Sat, 3 Jul 2021 00:19:17 GMT",
"version": "v1"
}
] | 2021-07-06 | [
[
"Asadi",
"Reza",
""
],
[
"Regan",
"Amelia",
""
]
] | Time Series data are broadly studied in various domains of transportation systems. Traffic data area challenging example of spatio-temporal data, as it is multi-variate time series with high correlations in spatial and temporal neighborhoods. Spatio-temporal clustering of traffic flow data find similar patterns in both... |
1708.02406 | Yoav Wald | Yoav Wald, Amir Globerson | Robust Conditional Probabilities | 24 pages, 1 figure | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conditional probabilities are a core concept in machine learning. For
example, optimal prediction of a label $Y$ given an input $X$ corresponds to
maximizing the conditional probability of $Y$ given $X$. A common approach to
inference tasks is learning a model of conditional probabilities. However,
these models are o... | [
{
"created": "Tue, 8 Aug 2017 08:42:09 GMT",
"version": "v1"
}
] | 2017-08-09 | [
[
"Wald",
"Yoav",
""
],
[
"Globerson",
"Amir",
""
]
] | Conditional probabilities are a core concept in machine learning. For example, optimal prediction of a label $Y$ given an input $X$ corresponds to maximizing the conditional probability of $Y$ given $X$. A common approach to inference tasks is learning a model of conditional probabilities. However, these models are oft... |
0908.0856 | Tobias Renk | Tobias Renk, Holger Jaekel, Friedrich K. Jondral, Deniz Gunduz, Andrea
Goldsmith | Outage Capacity of Incremental Relaying at Low Signal-to-Noise Ratios | 5 pages, 4 figures, to be presented at VTC Fall 2009 in Anchorage,
Alaska | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the \epsilon-outage capacity of incremental relaying at low
signal-to-noise ratios (SNR) in a wireless cooperative network with slow
Rayleigh fading channels. The relay performs decode-and-forward and repetition
coding is employed in the network, which is optimal in the low SNR regime. We
derive an express... | [
{
"created": "Thu, 6 Aug 2009 13:06:26 GMT",
"version": "v1"
}
] | 2009-08-07 | [
[
"Renk",
"Tobias",
""
],
[
"Jaekel",
"Holger",
""
],
[
"Jondral",
"Friedrich K.",
""
],
[
"Gunduz",
"Deniz",
""
],
[
"Goldsmith",
"Andrea",
""
]
] | We present the \epsilon-outage capacity of incremental relaying at low signal-to-noise ratios (SNR) in a wireless cooperative network with slow Rayleigh fading channels. The relay performs decode-and-forward and repetition coding is employed in the network, which is optimal in the low SNR regime. We derive an expressio... |
1909.00134 | Kaihong Wang | Kaihong Wang and Mona Jalal and Sankara Jefferson and Yi Zheng and
Elaine O. Nsoesie and Margrit Betke | Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and
Analyze Food Types | Another version of the paper was submitted to the ACM International
Conference on Multimedia (ACMMM2019) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Monitoring population-level changes in diet could be useful for education and
for implementing interventions to improve health. Research has shown that data
from social media sources can be used for monitoring dietary behavior. We
propose a scrape-by-location methodology to create food image datasets from
Instagram p... | [
{
"created": "Sat, 31 Aug 2019 05:37:13 GMT",
"version": "v1"
}
] | 2019-09-04 | [
[
"Wang",
"Kaihong",
""
],
[
"Jalal",
"Mona",
""
],
[
"Jefferson",
"Sankara",
""
],
[
"Zheng",
"Yi",
""
],
[
"Nsoesie",
"Elaine O.",
""
],
[
"Betke",
"Margrit",
""
]
] | Monitoring population-level changes in diet could be useful for education and for implementing interventions to improve health. Research has shown that data from social media sources can be used for monitoring dietary behavior. We propose a scrape-by-location methodology to create food image datasets from Instagram pos... |
1712.01718 | Ronny Tschueter | Ronny Tsch\"uter, Johannes Ziegenbalg, Bert Wesarg, Matthias Weber,
Christian Herold, Sebastian D\"obel, Ronny Brendel | An LLVM Instrumentation Plug-in for Score-P | 8 pages | LLVM-HPC'17: Proceedings of the Fourth Workshop on the LLVM
Compiler Infrastructure in HPC, 2017, 2:1--2:8 | 10.1145/3148173.3148187 | null | cs.SE cs.PF cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reducing application runtime, scaling parallel applications to higher numbers
of processes/threads, and porting applications to new hardware architectures
are tasks necessary in the software development process. Therefore, developers
have to investigate and understand application runtime behavior. Tools such as
monit... | [
{
"created": "Fri, 1 Dec 2017 13:15:49 GMT",
"version": "v1"
}
] | 2017-12-06 | [
[
"Tschüter",
"Ronny",
""
],
[
"Ziegenbalg",
"Johannes",
""
],
[
"Wesarg",
"Bert",
""
],
[
"Weber",
"Matthias",
""
],
[
"Herold",
"Christian",
""
],
[
"Döbel",
"Sebastian",
""
],
[
"Brendel",
"Ronny",
""
]
... | Reducing application runtime, scaling parallel applications to higher numbers of processes/threads, and porting applications to new hardware architectures are tasks necessary in the software development process. Therefore, developers have to investigate and understand application runtime behavior. Tools such as monitor... |
1812.06576 | Di Xie | Yingying Zhang and Qiaoyong Zhong and Liang Ma and Di Xie and Shiliang
Pu | Learning Incremental Triplet Margin for Person Re-identification | accepted by AAAI19 as spotlight | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Person re-identification (ReID) aims to match people across multiple
non-overlapping video cameras deployed at different locations. To address this
challenging problem, many metric learning approaches have been proposed, among
which triplet loss is one of the state-of-the-arts. In this work, we explore
the margin bet... | [
{
"created": "Mon, 17 Dec 2018 01:48:06 GMT",
"version": "v1"
}
] | 2018-12-18 | [
[
"Zhang",
"Yingying",
""
],
[
"Zhong",
"Qiaoyong",
""
],
[
"Ma",
"Liang",
""
],
[
"Xie",
"Di",
""
],
[
"Pu",
"Shiliang",
""
]
] | Person re-identification (ReID) aims to match people across multiple non-overlapping video cameras deployed at different locations. To address this challenging problem, many metric learning approaches have been proposed, among which triplet loss is one of the state-of-the-arts. In this work, we explore the margin betwe... |
2110.00077 | Matteo Nerini | Matteo Nerini, Shanpu Shen, and Bruno Clerckx | Discrete-Value Group and Fully Connected Architectures for Beyond
Diagonal Reconfigurable Intelligent Surfaces | Accepted by IEEE for publication | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | Reconfigurable intelligent surfaces (RISs) allow controlling the propagation
environment in wireless networks through reconfigurable elements. Recently,
beyond diagonal RISs (BD-RISs) have been proposed as novel RIS architectures
whose scattering matrix is not limited to being diagonal. However, BDRISs have
been stud... | [
{
"created": "Thu, 30 Sep 2021 20:11:23 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Sep 2022 16:00:30 GMT",
"version": "v2"
},
{
"created": "Wed, 2 Nov 2022 10:14:55 GMT",
"version": "v3"
},
{
"created": "Fri, 28 Jul 2023 09:28:43 GMT",
"version": "v4"
}
] | 2023-07-31 | [
[
"Nerini",
"Matteo",
""
],
[
"Shen",
"Shanpu",
""
],
[
"Clerckx",
"Bruno",
""
]
] | Reconfigurable intelligent surfaces (RISs) allow controlling the propagation environment in wireless networks through reconfigurable elements. Recently, beyond diagonal RISs (BD-RISs) have been proposed as novel RIS architectures whose scattering matrix is not limited to being diagonal. However, BDRISs have been studie... |
2208.08879 | Ilya Makarov | Maksim Golyadkin, Vitaliy Pozdnyakov, Leonid Zhukov, Ilya Makarov | SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault
Diagnosis in Chemical Processes | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern industrial facilities generate large volumes of raw sensor data during
the production process. This data is used to monitor and control the processes
and can be analyzed to detect and predict process abnormalities. Typically, the
data has to be annotated by experts in order to be used in predictive modeling.
H... | [
{
"created": "Wed, 17 Aug 2022 10:24:37 GMT",
"version": "v1"
},
{
"created": "Thu, 2 Nov 2023 09:16:12 GMT",
"version": "v2"
}
] | 2023-11-03 | [
[
"Golyadkin",
"Maksim",
""
],
[
"Pozdnyakov",
"Vitaliy",
""
],
[
"Zhukov",
"Leonid",
""
],
[
"Makarov",
"Ilya",
""
]
] | Modern industrial facilities generate large volumes of raw sensor data during the production process. This data is used to monitor and control the processes and can be analyzed to detect and predict process abnormalities. Typically, the data has to be annotated by experts in order to be used in predictive modeling. How... |
2308.16585 | Saux Patrick | Patrick Saux (Scool, CRIStAL), Pierre Bauvin, Violeta Raverdy, Julien
Teigny (Scool), H\'el\`ene Verkindt, Tomy Soumphonphakdy (Scool), Maxence
Debert (Scool), Anne Jacobs, Daan Jacobs, Valerie Monpellier, Phong Ching
Lee, Chin Hong Lim, Johanna C Andersson-Assarsson, Lena Carlsson, Per-Arne
Svensson, Florence ... | Development and validation of an interpretable machine learning-based
calculator for predicting 5-year weight trajectories after bariatric surgery:
a multinational retrospective cohort SOPHIA study | The Lancet Digital Health, 2023 | null | 10.1016/S2589-7500(23)00135-8 | null | cs.LG stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Background Weight loss trajectories after bariatric surgery vary widely
between individuals, and predicting weight loss before the operation remains
challenging. We aimed to develop a model using machine learning to provide
individual preoperative prediction of 5-year weight loss trajectories after
surgery. Methods I... | [
{
"created": "Thu, 31 Aug 2023 09:30:06 GMT",
"version": "v1"
}
] | 2023-09-01 | [
[
"Saux",
"Patrick",
"",
"Scool, CRIStAL"
],
[
"Bauvin",
"Pierre",
"",
"Scool"
],
[
"Raverdy",
"Violeta",
"",
"Scool"
],
[
"Teigny",
"Julien",
"",
"Scool"
],
[
"Verkindt",
"Hélène",
"",
"Scool"
],
[
"Soumphonphak... | Background Weight loss trajectories after bariatric surgery vary widely between individuals, and predicting weight loss before the operation remains challenging. We aimed to develop a model using machine learning to provide individual preoperative prediction of 5-year weight loss trajectories after surgery. Methods In ... |
1212.5276 | Marc Schoenauer | Mostepha Redouane Khouadjia (INRIA Saclay - Ile de France), Marc
Schoenauer (INRIA Saclay - Ile de France, LRI), Vincent Vidal (DCSD), Johann
Dr\'eo (TRT), Pierre Sav\'eant (TRT) | Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark | 7th International Conference on Evolutionary Multi-Criterion
Optimization (2013) To appearr. arXiv admin note: text overlap with
arXiv:0804.3965 by other authors | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | All standard AI planners to-date can only handle a single objective, and the
only way for them to take into account multiple objectives is by aggregation of
the objectives. Furthermore, and in deep contrast with the single objective
case, there exists no benchmark problems on which to test the algorithms for
multi-ob... | [
{
"created": "Thu, 20 Dec 2012 21:26:17 GMT",
"version": "v1"
}
] | 2012-12-24 | [
[
"Khouadjia",
"Mostepha Redouane",
"",
"INRIA Saclay - Ile de France"
],
[
"Schoenauer",
"Marc",
"",
"INRIA Saclay - Ile de France, LRI"
],
[
"Vidal",
"Vincent",
"",
"DCSD"
],
[
"Dréo",
"Johann",
"",
"TRT"
],
[
"Savéant",
"Pier... | All standard AI planners to-date can only handle a single objective, and the only way for them to take into account multiple objectives is by aggregation of the objectives. Furthermore, and in deep contrast with the single objective case, there exists no benchmark problems on which to test the algorithms for multi-obje... |
1303.7353 | Kamlesh Sharma | Nisha Sharma, Kamlesh Sharma | A Modified LSB Technique of Digital Watermarking in Spatial Domain | 4 pages, 2 images, Proceedings International Conference on Innovative
Technologies Reserch & Development in Science, Technology and Management
organized by PDM collage of Engg & IEEE-IMS/EMB(Delhi), 2009. arXiv admin
note: text overlap with arXiv:0802.3746 by other authors without attribution | null | null | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Digital watermarking is a technique of embedding pieces of information into
digital data such as text, audio, video, and still images that can be detected
or extracted later to show authentication about the data. Watermark is hidden
information in the image(s) and is so designed that it does not degrade/distort
the q... | [
{
"created": "Fri, 29 Mar 2013 10:20:44 GMT",
"version": "v1"
}
] | 2013-04-01 | [
[
"Sharma",
"Nisha",
""
],
[
"Sharma",
"Kamlesh",
""
]
] | Digital watermarking is a technique of embedding pieces of information into digital data such as text, audio, video, and still images that can be detected or extracted later to show authentication about the data. Watermark is hidden information in the image(s) and is so designed that it does not degrade/distort the qua... |
1910.13592 | Rodrigo Machado | Leila Ribeiro, Lucio Duarte, Rodrigo Machado, Andrei Costa, \'Erika
Cota, Jonas Bezerra | Use Case Evolution Analysis based on Graph Transformation with Negative
Application Conditions | 30 pages, 16 figures, 2 tables. Accepted for presentation at SBMF
2019, preprint submitted to Science of Computer Programming | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Use Case (UC) quality impacts the overall quality and defect rate of a
system, as they specify the expected behavior of an implementation. In a
previous work, we have defined an approach for a step-by-step translation from
UCs written in natural language to a formal description in terms of Graph
Transformation (GT), ... | [
{
"created": "Wed, 30 Oct 2019 00:24:43 GMT",
"version": "v1"
}
] | 2019-10-31 | [
[
"Ribeiro",
"Leila",
""
],
[
"Duarte",
"Lucio",
""
],
[
"Machado",
"Rodrigo",
""
],
[
"Costa",
"Andrei",
""
],
[
"Cota",
"Érika",
""
],
[
"Bezerra",
"Jonas",
""
]
] | Use Case (UC) quality impacts the overall quality and defect rate of a system, as they specify the expected behavior of an implementation. In a previous work, we have defined an approach for a step-by-step translation from UCs written in natural language to a formal description in terms of Graph Transformation (GT), wh... |
2004.11246 | Aythami Morales | Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick
Obradovich, and Iyad Rahwan | SensitiveLoss: Improving Accuracy and Fairness of Face Representations
with Discrimination-Aware Deep Learning | arXiv admin note: substantial text overlap with arXiv:1912.01842 | null | null | null | cs.CV cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a discrimination-aware learning method to improve both accuracy
and fairness of biased face recognition algorithms. The most popular face
recognition benchmarks assume a distribution of subjects without paying much
attention to their demographic attributes. In this work, we perform a
comprehensive discrimi... | [
{
"created": "Wed, 22 Apr 2020 10:32:16 GMT",
"version": "v1"
},
{
"created": "Wed, 2 Dec 2020 16:22:01 GMT",
"version": "v2"
}
] | 2020-12-03 | [
[
"Serna",
"Ignacio",
""
],
[
"Morales",
"Aythami",
""
],
[
"Fierrez",
"Julian",
""
],
[
"Cebrian",
"Manuel",
""
],
[
"Obradovich",
"Nick",
""
],
[
"Rahwan",
"Iyad",
""
]
] | We propose a discrimination-aware learning method to improve both accuracy and fairness of biased face recognition algorithms. The most popular face recognition benchmarks assume a distribution of subjects without paying much attention to their demographic attributes. In this work, we perform a comprehensive discrimina... |
1606.08057 | Lawrence Jackel | Artem Provodin, Liila Torabi, Beat Flepp, Yann LeCun, Michael Sergio,
L. D. Jackel, Urs Muller, Jure Zbontar | Fast Incremental Learning for Off-Road Robot Navigation | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A promising approach to autonomous driving is machine learning. In such
systems, training datasets are created that capture the sensory input to a
vehicle as well as the desired response. A disadvantage of using a learned
navigation system is that the learning process itself may require a huge number
of training exam... | [
{
"created": "Sun, 26 Jun 2016 17:31:02 GMT",
"version": "v1"
}
] | 2016-06-28 | [
[
"Provodin",
"Artem",
""
],
[
"Torabi",
"Liila",
""
],
[
"Flepp",
"Beat",
""
],
[
"LeCun",
"Yann",
""
],
[
"Sergio",
"Michael",
""
],
[
"Jackel",
"L. D.",
""
],
[
"Muller",
"Urs",
""
],
[
"Zbontar",
... | A promising approach to autonomous driving is machine learning. In such systems, training datasets are created that capture the sensory input to a vehicle as well as the desired response. A disadvantage of using a learned navigation system is that the learning process itself may require a huge number of training exampl... |
1709.02094 | EPTCS | Laura Bozzelli (Univ. of Napoli "Federico II", IT), Alberto Molinari
(Univ. of Udine, IT), Angelo Montanari (Univ. of Udine, IT), Adriano Peron
(Univ. of Napoli "Federico II", IT) | On the Complexity of Model Checking for Syntactically Maximal Fragments
of the Interval Temporal Logic HS with Regular Expressions | In Proceedings GandALF 2017, arXiv:1709.01761 | EPTCS 256, 2017, pp. 31-45 | 10.4204/EPTCS.256.3 | null | cs.LO cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we investigate the model checking (MC) problem for Halpern and
Shoham's interval temporal logic HS. In the last years, interval temporal logic
MC has received an increasing attention as a viable alternative to the
traditional (point-based) temporal logic MC, which can be recovered as a
special case. Mo... | [
{
"created": "Thu, 7 Sep 2017 06:54:30 GMT",
"version": "v1"
}
] | 2017-09-08 | [
[
"Bozzelli",
"Laura",
"",
"Univ. of Napoli \"Federico II\", IT"
],
[
"Molinari",
"Alberto",
"",
"Univ. of Udine, IT"
],
[
"Montanari",
"Angelo",
"",
"Univ. of Udine, IT"
],
[
"Peron",
"Adriano",
"",
"Univ. of Napoli \"Federico II\", IT"
... | In this paper, we investigate the model checking (MC) problem for Halpern and Shoham's interval temporal logic HS. In the last years, interval temporal logic MC has received an increasing attention as a viable alternative to the traditional (point-based) temporal logic MC, which can be recovered as a special case. Most... |
2306.16750 | Qiang He | Qiang He and Tianyi Zhou and Meng Fang and Setareh Maghsudi | Eigensubspace of Temporal-Difference Dynamics and How It Improves Value
Approximation in Reinforcement Learning | Accepted to ECML23. Code: https://sites.google.com/view/erc-ecml23/ | null | 10.1007/978-3-031-43421-1_34 | null | cs.LG cs.AI cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a novel value approximation method, namely Eigensubspace
Regularized Critic (ERC) for deep reinforcement learning (RL). ERC is motivated
by an analysis of the dynamics of Q-value approximation error in the
Temporal-Difference (TD) method, which follows a path defined by the
1-eigensubspace of the transitio... | [
{
"created": "Thu, 29 Jun 2023 07:47:32 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Nov 2023 09:38:35 GMT",
"version": "v2"
}
] | 2023-11-09 | [
[
"He",
"Qiang",
""
],
[
"Zhou",
"Tianyi",
""
],
[
"Fang",
"Meng",
""
],
[
"Maghsudi",
"Setareh",
""
]
] | We propose a novel value approximation method, namely Eigensubspace Regularized Critic (ERC) for deep reinforcement learning (RL). ERC is motivated by an analysis of the dynamics of Q-value approximation error in the Temporal-Difference (TD) method, which follows a path defined by the 1-eigensubspace of the transition ... |
2004.00467 | Birolab Birolab | Shuangyue Yu, Tzu-Hao Huang, Xiaolong Yang, Chunhai Jiao, Jianfu Yang,
Hang Hu, Sainan Zhang, Yue Chen, Jingang Yi, and Hao Su | Quasi-Direct Drive Actuation for a Lightweight Hip Exoskeleton with High
Backdrivability and High Bandwidth | 9 pages, 13 figures | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | High-performance actuators are crucial to enable mechanical versatility of
lower-limb wearable robots, which are required to be lightweight, highly
backdrivable, and with high bandwidth. State-of-the-art actuators, e.g., series
elastic actuators (SEAs), have to compromise bandwidth to improve compliance
(i.e., backdr... | [
{
"created": "Wed, 1 Apr 2020 14:26:36 GMT",
"version": "v1"
}
] | 2020-04-02 | [
[
"Yu",
"Shuangyue",
""
],
[
"Huang",
"Tzu-Hao",
""
],
[
"Yang",
"Xiaolong",
""
],
[
"Jiao",
"Chunhai",
""
],
[
"Yang",
"Jianfu",
""
],
[
"Hu",
"Hang",
""
],
[
"Zhang",
"Sainan",
""
],
[
"Chen",
"... | High-performance actuators are crucial to enable mechanical versatility of lower-limb wearable robots, which are required to be lightweight, highly backdrivable, and with high bandwidth. State-of-the-art actuators, e.g., series elastic actuators (SEAs), have to compromise bandwidth to improve compliance (i.e., backdriv... |
1801.00035 | Luis A. Mateos | Luis A. Mateos | LaMMos - Latching Mechanism based on Motorized-screw for Reconfigurable
Robots and Exoskeleton Suits | 14 pages, 15 figures | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reconfigurable robots refer to a category of robots that their components
(individual joints and links) can be assembled in multiple configurations and
geometries. Most of existing latching mechanisms are based on physical tools
such as hooks, cages or magnets, which limit the payload capacity. Therefore,
robots re- ... | [
{
"created": "Wed, 27 Dec 2017 17:01:52 GMT",
"version": "v1"
}
] | 2018-01-03 | [
[
"Mateos",
"Luis A.",
""
]
] | Reconfigurable robots refer to a category of robots that their components (individual joints and links) can be assembled in multiple configurations and geometries. Most of existing latching mechanisms are based on physical tools such as hooks, cages or magnets, which limit the payload capacity. Therefore, robots re- qu... |
2110.04301 | Sahil Singla | Sahil Singla, Soheil Feizi | Salient ImageNet: How to discover spurious features in Deep Learning? | Accepted at ICLR, 2022 | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks can be unreliable in the real world especially when they
heavily use {\it spurious} features for their predictions. Focusing on image
classifications, we define {\it core features} as the set of visual features
that are always a part of the object definition while {\it spurious features}
are the ... | [
{
"created": "Fri, 8 Oct 2021 15:55:05 GMT",
"version": "v1"
},
{
"created": "Sat, 6 Nov 2021 20:12:08 GMT",
"version": "v2"
},
{
"created": "Sat, 13 Nov 2021 18:32:19 GMT",
"version": "v3"
},
{
"created": "Mon, 28 Mar 2022 02:55:37 GMT",
"version": "v4"
}
] | 2022-03-29 | [
[
"Singla",
"Sahil",
""
],
[
"Feizi",
"Soheil",
""
]
] | Deep neural networks can be unreliable in the real world especially when they heavily use {\it spurious} features for their predictions. Focusing on image classifications, we define {\it core features} as the set of visual features that are always a part of the object definition while {\it spurious features} are the on... |
1805.03648 | Ryan Kastner | Ryan Kastner, Janarbek Matai, and Stephen Neuendorffer | Parallel Programming for FPGAs | null | null | null | null | cs.AR | http://creativecommons.org/licenses/by/4.0/ | This book focuses on the use of algorithmic high-level synthesis (HLS) to
build application-specific FPGA systems. Our goal is to give the reader an
appreciation of the process of creating an optimized hardware design using HLS.
Although the details are, of necessity, different from parallel programming for
multicore... | [
{
"created": "Wed, 9 May 2018 17:26:28 GMT",
"version": "v1"
}
] | 2018-05-11 | [
[
"Kastner",
"Ryan",
""
],
[
"Matai",
"Janarbek",
""
],
[
"Neuendorffer",
"Stephen",
""
]
] | This book focuses on the use of algorithmic high-level synthesis (HLS) to build application-specific FPGA systems. Our goal is to give the reader an appreciation of the process of creating an optimized hardware design using HLS. Although the details are, of necessity, different from parallel programming for multicore p... |
2401.06275 | Siyi Guo | Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, Jeffrey Brantingham
and Kristina Lerman | The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic
Social Media Landscape | arXiv admin note: substantial text overlap with arXiv:2307.10245 | null | null | null | cs.SI | http://creativecommons.org/licenses/by/4.0/ | The rich and dynamic information environment of social media provides
researchers, policy makers, and entrepreneurs with opportunities to learn about
social phenomena in a timely manner. However, using these data to understand
social behavior is difficult due to heterogeneity of topics and events
discussed in the hig... | [
{
"created": "Thu, 11 Jan 2024 22:12:55 GMT",
"version": "v1"
}
] | 2024-01-15 | [
[
"Guo",
"Siyi",
""
],
[
"He",
"Zihao",
""
],
[
"Rao",
"Ashwin",
""
],
[
"Morstatter",
"Fred",
""
],
[
"Brantingham",
"Jeffrey",
""
],
[
"Lerman",
"Kristina",
""
]
] | The rich and dynamic information environment of social media provides researchers, policy makers, and entrepreneurs with opportunities to learn about social phenomena in a timely manner. However, using these data to understand social behavior is difficult due to heterogeneity of topics and events discussed in the highl... |
2103.06450 | Sumeet Sohan Singh | Sumeet S. Singh, Sergey Karayev | Full Page Handwriting Recognition via Image to Sequence Extraction | Appeared in ICDAR 2021 | null | 10.1007/978-3-030-86334-0_4 | null | cs.CV cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | We present a Neural Network based Handwritten Text Recognition (HTR) model
architecture that can be trained to recognize full pages of handwritten or
printed text without image segmentation. Being based on Image to Sequence
architecture, it can extract text present in an image and then sequence it
correctly without i... | [
{
"created": "Thu, 11 Mar 2021 04:37:29 GMT",
"version": "v1"
},
{
"created": "Fri, 21 May 2021 18:52:44 GMT",
"version": "v2"
},
{
"created": "Sun, 26 Jun 2022 21:01:23 GMT",
"version": "v3"
}
] | 2022-06-28 | [
[
"Singh",
"Sumeet S.",
""
],
[
"Karayev",
"Sergey",
""
]
] | We present a Neural Network based Handwritten Text Recognition (HTR) model architecture that can be trained to recognize full pages of handwritten or printed text without image segmentation. Being based on Image to Sequence architecture, it can extract text present in an image and then sequence it correctly without imp... |
2006.01903 | Stefan Hoffmann | Stefan Hoffmann | On a Class of Constrained Synchronization Problems in NP | arXiv admin note: text overlap with arXiv:2005.05907; Fixed a claim
about closure properties of the polycyclic languages and a formula on page 7,
1st paragraph | null | null | null | cs.FL cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The class of known constraint automata for which the constrained
synchronization problem is in NP all admit a special form. In this work, we
take a closer look at them. We characterize a wider class of constraint
automata that give constrained synchronization problems in NP, which
encompasses all known problems in NP... | [
{
"created": "Tue, 2 Jun 2020 19:36:48 GMT",
"version": "v1"
},
{
"created": "Sat, 21 Aug 2021 12:31:42 GMT",
"version": "v2"
}
] | 2021-08-24 | [
[
"Hoffmann",
"Stefan",
""
]
] | The class of known constraint automata for which the constrained synchronization problem is in NP all admit a special form. In this work, we take a closer look at them. We characterize a wider class of constraint automata that give constrained synchronization problems in NP, which encompasses all known problems in NP. ... |
1804.03245 | Teseo Schneider | Teseo Schneider, Jeremie Dumas, Xifeng Gao, Mario Botsch, Daniele
Panozzo, Denis Zorin | Poly-Spline Finite Element Method | FORTHCOMING in TOG | ACM Trans. Graph. 38, 3, Article 19 (June 2019), 16 pages | 10.1145/3313797 | null | cs.NA cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce an integrated meshing and finite element method pipeline
enabling black-box solution of partial differential equations in the volume
enclosed by a boundary representation. We construct a hybrid
hexahedral-dominant mesh, which contains a small number of star-shaped
polyhedra, and build a set of high-order... | [
{
"created": "Mon, 9 Apr 2018 21:27:01 GMT",
"version": "v1"
},
{
"created": "Fri, 8 Mar 2019 20:14:03 GMT",
"version": "v2"
}
] | 2022-02-04 | [
[
"Schneider",
"Teseo",
""
],
[
"Dumas",
"Jeremie",
""
],
[
"Gao",
"Xifeng",
""
],
[
"Botsch",
"Mario",
""
],
[
"Panozzo",
"Daniele",
""
],
[
"Zorin",
"Denis",
""
]
] | We introduce an integrated meshing and finite element method pipeline enabling black-box solution of partial differential equations in the volume enclosed by a boundary representation. We construct a hybrid hexahedral-dominant mesh, which contains a small number of star-shaped polyhedra, and build a set of high-order b... |
2005.12739 | ByungSoo Ko | Yang-Ho Ji, HeeJae Jun, Insik Kim, Jongtack Kim, Youngjoon Kim,
Byungsoo Ko, Hyong-Keun Kook, Jingeun Lee, Sangwon Lee, Sanghyuk Park | An Effective Pipeline for a Real-world Clothes Retrieval System | 2nd place solution on DeepFashion2 clothes retrieval challenge in
CVPR2020 workshop (CVFAD) | null | null | null | cs.CV cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose an effective pipeline for clothes retrieval system
which has sturdiness on large-scale real-world fashion data. Our proposed
method consists of three components: detection, retrieval, and post-processing.
We firstly conduct a detection task for precise retrieval on target clothes,
then retri... | [
{
"created": "Tue, 26 May 2020 14:08:49 GMT",
"version": "v1"
}
] | 2020-05-27 | [
[
"Ji",
"Yang-Ho",
""
],
[
"Jun",
"HeeJae",
""
],
[
"Kim",
"Insik",
""
],
[
"Kim",
"Jongtack",
""
],
[
"Kim",
"Youngjoon",
""
],
[
"Ko",
"Byungsoo",
""
],
[
"Kook",
"Hyong-Keun",
""
],
[
"Lee",
"J... | In this paper, we propose an effective pipeline for clothes retrieval system which has sturdiness on large-scale real-world fashion data. Our proposed method consists of three components: detection, retrieval, and post-processing. We firstly conduct a detection task for precise retrieval on target clothes, then retriev... |
1810.00715 | Siu-Wing Cheng | Siu-Wing Cheng and Man-Kit Lau | Adaptive Planar Point Location | null | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present self-adjusting data structures for answering point location
queries in convex and connected subdivisions. Let $n$ be the number of vertices
in a convex or connected subdivision. Our structures use $O(n)$ space. For any
convex subdivision $S$, our method processes any online query sequence $\sigma$
in $O(\m... | [
{
"created": "Mon, 1 Oct 2018 14:17:40 GMT",
"version": "v1"
}
] | 2018-10-02 | [
[
"Cheng",
"Siu-Wing",
""
],
[
"Lau",
"Man-Kit",
""
]
] | We present self-adjusting data structures for answering point location queries in convex and connected subdivisions. Let $n$ be the number of vertices in a convex or connected subdivision. Our structures use $O(n)$ space. For any convex subdivision $S$, our method processes any online query sequence $\sigma$ in $O(\mat... |
1504.02362 | Vladimir Ivanov | V. K. Ivanov, B. V. Palyukh, A. N. Sotnikov | Approaches to the Intelligent Subject Search | 8 pages | FedCSIS'2014 3 (2014) 13-20 | 10.15439/2014F70 10.15439/978-83-60810-57-6 | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This article presents main results of the pilot study of approaches to the
subject information search based on automated semantic processing of mass
scientific and technical data. The authors focus on technology of building and
qualification of search queries with the following filtering and ranking of
search data. S... | [
{
"created": "Thu, 9 Apr 2015 16:22:32 GMT",
"version": "v1"
}
] | 2015-04-10 | [
[
"Ivanov",
"V. K.",
""
],
[
"Palyukh",
"B. V.",
""
],
[
"Sotnikov",
"A. N.",
""
]
] | This article presents main results of the pilot study of approaches to the subject information search based on automated semantic processing of mass scientific and technical data. The authors focus on technology of building and qualification of search queries with the following filtering and ranking of search data. Sof... |
1909.01473 | Qinmeng Zou | Frederic Magoules and Qinmeng Zou | Asynchronous Time-Parallel Method based on Laplace Transform | null | null | null | null | cs.DC cs.NA math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Laplace transform method has proved to be very efficient and easy to
parallelize for the solution of time-dependent problems. However, the
synchronization delay among processors implies an upper bound on the expectable
acceleration factor, which leads to a lot of wasted time. In this paper, we
propose an original asy... | [
{
"created": "Tue, 3 Sep 2019 22:19:46 GMT",
"version": "v1"
}
] | 2019-09-05 | [
[
"Magoules",
"Frederic",
""
],
[
"Zou",
"Qinmeng",
""
]
] | Laplace transform method has proved to be very efficient and easy to parallelize for the solution of time-dependent problems. However, the synchronization delay among processors implies an upper bound on the expectable acceleration factor, which leads to a lot of wasted time. In this paper, we propose an original async... |
1205.0837 | Sean Chester | Sean Chester, Alex Thomo, S. Venkatesh, Sue Whitesides | Indexing Reverse Top-k Queries | null | null | null | null | cs.DB cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the recently introduced monochromatic reverse top-k queries which
ask for, given a new tuple q and a dataset D, all possible top-k queries on D
union {q} for which q is in the result. Towards this problem, we focus on
designing indexes in two dimensions for repeated (or batch) querying, a novel
but practi... | [
{
"created": "Fri, 4 May 2012 00:03:18 GMT",
"version": "v1"
}
] | 2012-05-07 | [
[
"Chester",
"Sean",
""
],
[
"Thomo",
"Alex",
""
],
[
"Venkatesh",
"S.",
""
],
[
"Whitesides",
"Sue",
""
]
] | We consider the recently introduced monochromatic reverse top-k queries which ask for, given a new tuple q and a dataset D, all possible top-k queries on D union {q} for which q is in the result. Towards this problem, we focus on designing indexes in two dimensions for repeated (or batch) querying, a novel but practica... |
2301.11990 | Ilia Sucholutsky | Ilia Sucholutsky, Thomas L. Griffiths | Alignment with human representations supports robust few-shot learning | Spotlight at NeurIPS 2023 | null | null | null | cs.LG cs.AI cs.CV cs.HC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Should we care whether AI systems have representations of the world that are
similar to those of humans? We provide an information-theoretic analysis that
suggests that there should be a U-shaped relationship between the degree of
representational alignment with humans and performance on few-shot learning
tasks. We c... | [
{
"created": "Fri, 27 Jan 2023 21:03:19 GMT",
"version": "v1"
},
{
"created": "Sun, 4 Jun 2023 15:01:39 GMT",
"version": "v2"
},
{
"created": "Sun, 29 Oct 2023 19:45:09 GMT",
"version": "v3"
}
] | 2023-10-31 | [
[
"Sucholutsky",
"Ilia",
""
],
[
"Griffiths",
"Thomas L.",
""
]
] | Should we care whether AI systems have representations of the world that are similar to those of humans? We provide an information-theoretic analysis that suggests that there should be a U-shaped relationship between the degree of representational alignment with humans and performance on few-shot learning tasks. We con... |
2003.09696 | Anup Das | Adarsha Balaji, Prathyusha Adiraju, Hirak J. Kashyap, Anup Das,
Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor | PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking
Neural Network | 10 pages, 25 figures. Accepted for publication at International Joint
Conference on Neural Networks (IJCNN) 2020 | null | null | null | cs.NE | http://creativecommons.org/licenses/by/4.0/ | We present PyCARL, a PyNN-based common Python programming interface for
hardware-software co-simulation of spiking neural network (SNN). Through
PyCARL, we make the following two key contributions. First, we provide an
interface of PyNN to CARLsim, a computationally-efficient, GPU-accelerated and
biophysically-detail... | [
{
"created": "Sat, 21 Mar 2020 16:37:03 GMT",
"version": "v1"
},
{
"created": "Tue, 12 May 2020 13:31:08 GMT",
"version": "v2"
}
] | 2020-05-13 | [
[
"Balaji",
"Adarsha",
""
],
[
"Adiraju",
"Prathyusha",
""
],
[
"Kashyap",
"Hirak J.",
""
],
[
"Das",
"Anup",
""
],
[
"Krichmar",
"Jeffrey L.",
""
],
[
"Dutt",
"Nikil D.",
""
],
[
"Catthoor",
"Francky",
""
... | We present PyCARL, a PyNN-based common Python programming interface for hardware-software co-simulation of spiking neural network (SNN). Through PyCARL, we make the following two key contributions. First, we provide an interface of PyNN to CARLsim, a computationally-efficient, GPU-accelerated and biophysically-detailed... |
cs/0610071 | Frederic Blanqui | Fr\'ed\'eric Blanqui (LIX) | Rewriting modulo in Deduction modulo | null | Dans Rewriting Techniques and Applications, 14th International
Conference, RTA 2003 2706 (2003) | null | null | cs.LO | null | We study the termination of rewriting modulo a set of equations in the
Calculus of Algebraic Constructions, an extension of the Calculus of
Constructions with functions and predicates defined by higher-order rewrite
rules. In a previous work, we defined general syntactic conditions based on the
notion of computable c... | [
{
"created": "Wed, 11 Oct 2006 15:21:50 GMT",
"version": "v1"
}
] | 2016-08-16 | [
[
"Blanqui",
"Frédéric",
"",
"LIX"
]
] | We study the termination of rewriting modulo a set of equations in the Calculus of Algebraic Constructions, an extension of the Calculus of Constructions with functions and predicates defined by higher-order rewrite rules. In a previous work, we defined general syntactic conditions based on the notion of computable clo... |
2003.01157 | Konstantinos Michmizos | Guangzhi Tang, Neelesh Kumar, Konstantinos P. Michmizos | Reinforcement co-Learning of Deep and Spiking Neural Networks for
Energy-Efficient Mapless Navigation with Neuromorphic Hardware | 8 pages, 7 figures | null | null | null | cs.NE cs.LG cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Energy-efficient mapless navigation is crucial for mobile robots as they
explore unknown environments with limited on-board resources. Although the
recent deep reinforcement learning (DRL) approaches have been successfully
applied to navigation, their high energy consumption limits their use in
several robotic applic... | [
{
"created": "Mon, 2 Mar 2020 19:39:16 GMT",
"version": "v1"
},
{
"created": "Fri, 31 Jul 2020 22:25:13 GMT",
"version": "v2"
}
] | 2020-08-04 | [
[
"Tang",
"Guangzhi",
""
],
[
"Kumar",
"Neelesh",
""
],
[
"Michmizos",
"Konstantinos P.",
""
]
] | Energy-efficient mapless navigation is crucial for mobile robots as they explore unknown environments with limited on-board resources. Although the recent deep reinforcement learning (DRL) approaches have been successfully applied to navigation, their high energy consumption limits their use in several robotic applicat... |
0805.0883 | EDA Publishing Association | H. Yang, T.-H. Tsai, C.-C. Hu | Portable Valve-less Peristaltic Micro-pump Design and Fabrication | Submitted on behalf of EDA Publishing Association
(http://irevues.inist.fr/handle/2042/16838) | Dans Symposium on Design, Test, Integration and Packaging of
MEMS/MOEMS - DTIP 2008, Nice : France (2008) | null | null | cs.OH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is to describe a design and fabrication method for a valve-less
peristaltic micro-pump. The valve-less peristaltic micro-pump with three
membrane chambers in a serial is actuated by three piezoelectric (PZT)
actuators. With the fluidic flow design, liquid in the flow channel is pumped
to a constant flow sp... | [
{
"created": "Wed, 7 May 2008 09:07:22 GMT",
"version": "v1"
}
] | 2008-12-18 | [
[
"Yang",
"H.",
""
],
[
"Tsai",
"T. -H.",
""
],
[
"Hu",
"C. -C.",
""
]
] | This paper is to describe a design and fabrication method for a valve-less peristaltic micro-pump. The valve-less peristaltic micro-pump with three membrane chambers in a serial is actuated by three piezoelectric (PZT) actuators. With the fluidic flow design, liquid in the flow channel is pumped to a constant flow spee... |
1506.07338 | Julien Bensmail | Julien Bensmail (LIP), Nick Brettell (LIP) | Orienting edges to fight fire in graphs | null | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We investigate a new oriented variant of the Firefighter Problem. In the
traditional Firefighter Problem, a fire breaks out at a given vertex of a
graph, and at each time interval spreads to neighbouring vertices that have not
been protected, while a constant number of vertices are protected at each time
interval. In... | [
{
"created": "Wed, 24 Jun 2015 12:19:45 GMT",
"version": "v1"
}
] | 2015-06-25 | [
[
"Bensmail",
"Julien",
"",
"LIP"
],
[
"Brettell",
"Nick",
"",
"LIP"
]
] | We investigate a new oriented variant of the Firefighter Problem. In the traditional Firefighter Problem, a fire breaks out at a given vertex of a graph, and at each time interval spreads to neighbouring vertices that have not been protected, while a constant number of vertices are protected at each time interval. In t... |
1901.09878 | Alberto Marchisio | Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah
Hanif, Maurizio Martina, Muhammad Shafique | CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule
Networks | null | null | null | null | cs.LG cs.CR cs.CV eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Capsule Networks preserve the hierarchical spatial relationships between
objects, and thereby bears a potential to surpass the performance of
traditional Convolutional Neural Networks (CNNs) in performing tasks like image
classification. A large body of work has explored adversarial examples for
CNNs, but their effec... | [
{
"created": "Mon, 28 Jan 2019 18:50:52 GMT",
"version": "v1"
},
{
"created": "Fri, 24 May 2019 12:52:46 GMT",
"version": "v2"
}
] | 2019-05-27 | [
[
"Marchisio",
"Alberto",
""
],
[
"Nanfa",
"Giorgio",
""
],
[
"Khalid",
"Faiq",
""
],
[
"Hanif",
"Muhammad Abdullah",
""
],
[
"Martina",
"Maurizio",
""
],
[
"Shafique",
"Muhammad",
""
]
] | Capsule Networks preserve the hierarchical spatial relationships between objects, and thereby bears a potential to surpass the performance of traditional Convolutional Neural Networks (CNNs) in performing tasks like image classification. A large body of work has explored adversarial examples for CNNs, but their effecti... |
1906.03708 | Chin-Wei Huang | Chin-Wei Huang and Aaron Courville | Note on the bias and variance of variational inference | 5 pages | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this note, we study the relationship between the variational gap and the
variance of the (log) likelihood ratio. We show that the gap can be upper
bounded by some form of dispersion measure of the likelihood ratio, which
suggests the bias of variational inference can be reduced by making the
distribution of the li... | [
{
"created": "Sun, 9 Jun 2019 21:08:35 GMT",
"version": "v1"
}
] | 2019-06-11 | [
[
"Huang",
"Chin-Wei",
""
],
[
"Courville",
"Aaron",
""
]
] | In this note, we study the relationship between the variational gap and the variance of the (log) likelihood ratio. We show that the gap can be upper bounded by some form of dispersion measure of the likelihood ratio, which suggests the bias of variational inference can be reduced by making the distribution of the like... |
1804.09539 | Yuxin Peng | Jinwei Qi, Yuxin Peng and Yuxin Yuan | Cross-media Multi-level Alignment with Relation Attention Network | 7 pages, accepted by International Joint Conference on Artificial
Intelligence (IJCAI) 2018 | null | null | null | cs.MM cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the rapid growth of multimedia data, such as image and text, it is a
highly challenging problem to effectively correlate and retrieve the data of
different media types. Naturally, when correlating an image with textual
description, people focus on not only the alignment between discriminative
image regions and k... | [
{
"created": "Wed, 25 Apr 2018 13:22:38 GMT",
"version": "v1"
}
] | 2018-04-26 | [
[
"Qi",
"Jinwei",
""
],
[
"Peng",
"Yuxin",
""
],
[
"Yuan",
"Yuxin",
""
]
] | With the rapid growth of multimedia data, such as image and text, it is a highly challenging problem to effectively correlate and retrieve the data of different media types. Naturally, when correlating an image with textual description, people focus on not only the alignment between discriminative image regions and key... |
1506.05079 | Przemys{\l}aw Uzna\'nski | Przemys{\l}aw Uzna\'nski | All Permutations Supersequence is coNP-complete | null | null | null | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We prove that deciding whether a given input word contains as subsequence
every possible permutation of integers $\{1,2,\ldots,n\}$ is coNP-complete. The
coNP-completeness holds even when given the guarantee that the input word
contains as subsequences all of length $n-1$ sequences over the same set of
integers. We a... | [
{
"created": "Tue, 16 Jun 2015 19:12:08 GMT",
"version": "v1"
},
{
"created": "Thu, 9 Jul 2015 02:49:35 GMT",
"version": "v2"
}
] | 2015-07-10 | [
[
"Uznański",
"Przemysław",
""
]
] | We prove that deciding whether a given input word contains as subsequence every possible permutation of integers $\{1,2,\ldots,n\}$ is coNP-complete. The coNP-completeness holds even when given the guarantee that the input word contains as subsequences all of length $n-1$ sequences over the same set of integers. We als... |
2406.17947 | Venkata S Govindarajan | Venkata S Govindarajan, Matianyu Zang, Kyle Mahowald, David Beaver,
Junyi Jessy Li | Do they mean 'us'? Interpreting Referring Expressions in Intergroup Bias | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | The variations between in-group and out-group speech (intergroup bias) are
subtle and could underlie many social phenomena like stereotype perpetuation
and implicit bias. In this paper, we model the intergroup bias as a tagging
task on English sports comments from forums dedicated to fandom for NFL teams.
We curate a... | [
{
"created": "Tue, 25 Jun 2024 21:47:53 GMT",
"version": "v1"
}
] | 2024-06-27 | [
[
"Govindarajan",
"Venkata S",
""
],
[
"Zang",
"Matianyu",
""
],
[
"Mahowald",
"Kyle",
""
],
[
"Beaver",
"David",
""
],
[
"Li",
"Junyi Jessy",
""
]
] | The variations between in-group and out-group speech (intergroup bias) are subtle and could underlie many social phenomena like stereotype perpetuation and implicit bias. In this paper, we model the intergroup bias as a tagging task on English sports comments from forums dedicated to fandom for NFL teams. We curate a u... |
2011.08824 | Kimberly Wilber | Andreas Veit, Kimberly Wilber | Improving Calibration in Deep Metric Learning With Cross-Example Softmax | 9 pages | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern image retrieval systems increasingly rely on the use of deep neural
networks to learn embedding spaces in which distance encodes the relevance
between a given query and image. In this setting, existing approaches tend to
emphasize one of two properties. Triplet-based methods capture top-$k$
relevancy, where al... | [
{
"created": "Tue, 17 Nov 2020 18:47:28 GMT",
"version": "v1"
}
] | 2020-11-18 | [
[
"Veit",
"Andreas",
""
],
[
"Wilber",
"Kimberly",
""
]
] | Modern image retrieval systems increasingly rely on the use of deep neural networks to learn embedding spaces in which distance encodes the relevance between a given query and image. In this setting, existing approaches tend to emphasize one of two properties. Triplet-based methods capture top-$k$ relevancy, where all ... |
2103.15331 | Zhe Li | Zhe Li, Tao Yu, Zerong Zheng, Kaiwen Guo, Yebin Liu | POSEFusion: Pose-guided Selective Fusion for Single-view Human
Volumetric Capture | CVPR 2021 (Oral presentation), for more information, please refer to
the projectpage http://www.liuyebin.com/posefusion/posefusion.html | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose POse-guided SElective Fusion (POSEFusion), a single-view human
volumetric capture method that leverages tracking-based methods and
tracking-free inference to achieve high-fidelity and dynamic 3D reconstruction.
By contributing a novel reconstruction framework which contains pose-guided
keyframe selection a... | [
{
"created": "Mon, 29 Mar 2021 04:56:53 GMT",
"version": "v1"
}
] | 2021-03-30 | [
[
"Li",
"Zhe",
""
],
[
"Yu",
"Tao",
""
],
[
"Zheng",
"Zerong",
""
],
[
"Guo",
"Kaiwen",
""
],
[
"Liu",
"Yebin",
""
]
] | We propose POse-guided SElective Fusion (POSEFusion), a single-view human volumetric capture method that leverages tracking-based methods and tracking-free inference to achieve high-fidelity and dynamic 3D reconstruction. By contributing a novel reconstruction framework which contains pose-guided keyframe selection and... |
1406.1563 | EPTCS | Benjamin Selfridge (University of Texas at Austin) | An ACL2 Mechanization of an Axiomatic Framework for Weak Memory | In Proceedings ACL2 2014, arXiv:1406.1238 | EPTCS 152, 2014, pp. 129-144 | 10.4204/EPTCS.152.11 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Proving the correctness of programs written for multiple processors is a
challenging problem, due in no small part to the weaker memory guarantees
afforded by most modern architectures. In particular, the existence of store
buffers means that the programmer can no longer assume that writes to different
locations beco... | [
{
"created": "Fri, 6 Jun 2014 01:48:37 GMT",
"version": "v1"
}
] | 2014-06-09 | [
[
"Selfridge",
"Benjamin",
"",
"University of Texas at Austin"
]
] | Proving the correctness of programs written for multiple processors is a challenging problem, due in no small part to the weaker memory guarantees afforded by most modern architectures. In particular, the existence of store buffers means that the programmer can no longer assume that writes to different locations become... |
2304.09512 | Jie Hou | Jie Hou, Jiakang Li, Xiaokang Peng, Wei Ke, Yonggang Lu | Community Detection Using Revised Medoid-Shift Based on KNN | null | null | 10.1007/978-981-99-4752-2_29 | null | cs.SI cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Community detection becomes an important problem with the booming of social
networks. The Medoid-Shift algorithm preserves the benefits of Mean-Shift and
can be applied to problems based on distance matrix, such as community
detection. One drawback of the Medoid-Shift algorithm is that there may be no
data points wit... | [
{
"created": "Wed, 19 Apr 2023 09:02:24 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Sep 2023 07:37:49 GMT",
"version": "v2"
}
] | 2023-09-20 | [
[
"Hou",
"Jie",
""
],
[
"Li",
"Jiakang",
""
],
[
"Peng",
"Xiaokang",
""
],
[
"Ke",
"Wei",
""
],
[
"Lu",
"Yonggang",
""
]
] | Community detection becomes an important problem with the booming of social networks. The Medoid-Shift algorithm preserves the benefits of Mean-Shift and can be applied to problems based on distance matrix, such as community detection. One drawback of the Medoid-Shift algorithm is that there may be no data points withi... |
1109.1364 | EPTCS | Luca Bortolussi (Dept. of Mathematics and Informatics, University of
Trieste, Italy.), Alberto Policriti (Dept. of Mathematics and Informatics,
University of Udine, Italy. Institute of Applied Genomics, Udine, Italy.) | Programmable models of growth and mutation of cancer-cell populations | In Proceedings CompMod 2011, arXiv:1109.1044 | EPTCS 67, 2011, pp. 19-33 | 10.4204/EPTCS.67.4 | null | cs.CE q-bio.CB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we propose a systematic approach to construct mathematical
models describing populations of cancer-cells at different stages of disease
development. The methodology we propose is based on stochastic Concurrent
Constraint Programming, a flexible stochastic modelling language. The
methodology is tested on... | [
{
"created": "Wed, 7 Sep 2011 06:27:16 GMT",
"version": "v1"
}
] | 2011-09-08 | [
[
"Bortolussi",
"Luca",
"",
"Dept. of Mathematics and Informatics, University of\n Trieste, Italy."
],
[
"Policriti",
"Alberto",
"",
"Dept. of Mathematics and Informatics,\n University of Udine, Italy. Institute of Applied Genomics, Udine, Italy."
]
] | In this paper we propose a systematic approach to construct mathematical models describing populations of cancer-cells at different stages of disease development. The methodology we propose is based on stochastic Concurrent Constraint Programming, a flexible stochastic modelling language. The methodology is tested on (... |
2208.11732 | Ryan Pederson | Henning S. Mortveit and Ryan Pederson | Attractor Stability in Finite Asynchronous Biological System Models | null | Bulletin of Mathematical Biology 81.5 (2019): 1442-1460 | 10.1007/s11538-018-00565-x | null | cs.DM math.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present mathematical techniques for exhaustive studies of long-term
dynamics of asynchronous biological system models. Specifically, we extend the
notion of $\kappa$-equivalence developed for graph dynamical systems to support
systematic analysis of all possible attractor configurations that can be
generated when ... | [
{
"created": "Wed, 24 Aug 2022 18:35:45 GMT",
"version": "v1"
}
] | 2022-08-26 | [
[
"Mortveit",
"Henning S.",
""
],
[
"Pederson",
"Ryan",
""
]
] | We present mathematical techniques for exhaustive studies of long-term dynamics of asynchronous biological system models. Specifically, we extend the notion of $\kappa$-equivalence developed for graph dynamical systems to support systematic analysis of all possible attractor configurations that can be generated when va... |
2405.18161 | Mark Vero | Ang\'eline Pouget, Nikola Jovanovi\'c, Mark Vero, Robin Staab, Martin
Vechev | Back to the Drawing Board for Fair Representation Learning | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | The goal of Fair Representation Learning (FRL) is to mitigate biases in
machine learning models by learning data representations that enable high
accuracy on downstream tasks while minimizing discrimination based on sensitive
attributes. The evaluation of FRL methods in many recent works primarily
focuses on the trad... | [
{
"created": "Tue, 28 May 2024 13:23:04 GMT",
"version": "v1"
}
] | 2024-05-29 | [
[
"Pouget",
"Angéline",
""
],
[
"Jovanović",
"Nikola",
""
],
[
"Vero",
"Mark",
""
],
[
"Staab",
"Robin",
""
],
[
"Vechev",
"Martin",
""
]
] | The goal of Fair Representation Learning (FRL) is to mitigate biases in machine learning models by learning data representations that enable high accuracy on downstream tasks while minimizing discrimination based on sensitive attributes. The evaluation of FRL methods in many recent works primarily focuses on the tradeo... |
1703.08577 | Jacob Schrum | Alex C. Rollins and Jacob Schrum | Balancing Selection Pressures, Multiple Objectives, and Neural
Modularity to Coevolve Cooperative Agent Behavior | null | null | null | null | cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Previous research using evolutionary computation in Multi-Agent Systems
indicates that assigning fitness based on team vs.\ individual behavior has a
strong impact on the ability of evolved teams of artificial agents to exhibit
teamwork in challenging tasks. However, such research only made use of
single-objective ev... | [
{
"created": "Fri, 24 Mar 2017 19:27:51 GMT",
"version": "v1"
}
] | 2017-03-28 | [
[
"Rollins",
"Alex C.",
""
],
[
"Schrum",
"Jacob",
""
]
] | Previous research using evolutionary computation in Multi-Agent Systems indicates that assigning fitness based on team vs.\ individual behavior has a strong impact on the ability of evolved teams of artificial agents to exhibit teamwork in challenging tasks. However, such research only made use of single-objective evol... |
2402.15589 | Shubhra Kanti Karmaker Santu | Shubhra Kanti Karmaker Santu, Sanjeev Kumar Sinha, Naman Bansal, Alex
Knipper, Souvika Sarkar, John Salvador, Yash Mahajan, Sri Guttikonda, Mousumi
Akter, Matthew Freestone, Matthew C. Williams Jr | Prompting LLMs to Compose Meta-Review Drafts from Peer-Review Narratives
of Scholarly Manuscripts | null | null | null | null | cs.CL cs.AI cs.LG cs.NE | http://creativecommons.org/licenses/by/4.0/ | One of the most important yet onerous tasks in the academic peer-reviewing
process is composing meta-reviews, which involves understanding the core
contributions, strengths, and weaknesses of a scholarly manuscript based on
peer-review narratives from multiple experts and then summarizing those
multiple experts' pers... | [
{
"created": "Fri, 23 Feb 2024 20:14:16 GMT",
"version": "v1"
}
] | 2024-02-27 | [
[
"Santu",
"Shubhra Kanti Karmaker",
""
],
[
"Sinha",
"Sanjeev Kumar",
""
],
[
"Bansal",
"Naman",
""
],
[
"Knipper",
"Alex",
""
],
[
"Sarkar",
"Souvika",
""
],
[
"Salvador",
"John",
""
],
[
"Mahajan",
"Yash",
... | One of the most important yet onerous tasks in the academic peer-reviewing process is composing meta-reviews, which involves understanding the core contributions, strengths, and weaknesses of a scholarly manuscript based on peer-review narratives from multiple experts and then summarizing those multiple experts' perspe... |
1702.01443 | Ashraf Shahin | Ashraf A. Shahin | Enhancing Elasticity of SaaS Applications using Queuing Theory | http://thesai.org/Downloads/Volume8No1/Paper_36-Enhancing_Elasticity_of_SaaS_Applications_using_Queuing_Theory.pdf | International Journal of Advanced Computer Science and
Applications(IJACSA), 8(1), 2017 | 10.14569/IJACSA.2017.080136 | null | cs.DC | http://creativecommons.org/publicdomain/zero/1.0/ | Elasticity is one of key features of cloud computing. Elasticity allows
Software as a Service (SaaS) applications' provider to reduce cost of running
applications. In large SaaS applications that are developed using
service-oriented architecture model, each service is deployed in a separated
virtual machine and may u... | [
{
"created": "Sun, 5 Feb 2017 19:18:58 GMT",
"version": "v1"
}
] | 2017-02-07 | [
[
"Shahin",
"Ashraf A.",
""
]
] | Elasticity is one of key features of cloud computing. Elasticity allows Software as a Service (SaaS) applications' provider to reduce cost of running applications. In large SaaS applications that are developed using service-oriented architecture model, each service is deployed in a separated virtual machine and may use... |
1702.07802 | Ali Yekkehkhany | Ali Yekkehkhany | Near-Data Scheduling for Data Centers with Multiple Levels of Data
Locality | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Data locality is a fundamental issue for data-parallel applications.
Considering MapReduce in Hadoop, the map task scheduling part requires an
efficient algorithm which takes data locality into consideration; otherwise,
the system may become unstable under loads inside the system's capacity region
and jobs may experi... | [
{
"created": "Fri, 24 Feb 2017 23:36:26 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Apr 2017 17:39:36 GMT",
"version": "v2"
}
] | 2017-04-14 | [
[
"Yekkehkhany",
"Ali",
""
]
] | Data locality is a fundamental issue for data-parallel applications. Considering MapReduce in Hadoop, the map task scheduling part requires an efficient algorithm which takes data locality into consideration; otherwise, the system may become unstable under loads inside the system's capacity region and jobs may experien... |
0907.5127 | EPTCS | Viliam Geffert, Lubom\'ira I\v{s}to\v{n}ov\'a | Translation from Classical Two-Way Automata to Pebble Two-Way Automata | null | EPTCS 3, 2009, pp. 131-140 | 10.4204/EPTCS.3.12 | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the relation between the standard two-way automata and more powerful
devices, namely, two-way finite automata with an additional "pebble" movable
along the input tape. Similarly as in the case of the classical two-way
machines, it is not known whether there exists a polynomial trade-off, in the
number of sta... | [
{
"created": "Wed, 29 Jul 2009 13:39:09 GMT",
"version": "v1"
}
] | 2009-07-30 | [
[
"Geffert",
"Viliam",
""
],
[
"Ištoňová",
"Lubomíra",
""
]
] | We study the relation between the standard two-way automata and more powerful devices, namely, two-way finite automata with an additional "pebble" movable along the input tape. Similarly as in the case of the classical two-way machines, it is not known whether there exists a polynomial trade-off, in the number of state... |
1103.2952 | Wei Chen Ph.D. | Wei Chen | Data sets of very large linear feasibility problems solved by projection
methods | 4 pages, 1 table | null | null | null | cs.MS math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We give a link to a page on the Web on which we deposited a set of eight huge
Linear Programming (LP) problems for Intensity-Modulated Proton Therapy (IMPT)
treatment planning. These huge LP problems were employed in our recent research
and we were asked to make them public.
| [
{
"created": "Mon, 14 Mar 2011 15:20:46 GMT",
"version": "v1"
}
] | 2011-03-16 | [
[
"Chen",
"Wei",
""
]
] | We give a link to a page on the Web on which we deposited a set of eight huge Linear Programming (LP) problems for Intensity-Modulated Proton Therapy (IMPT) treatment planning. These huge LP problems were employed in our recent research and we were asked to make them public. |
2302.04552 | Peng Zhao | Sijia Chen, Yu-Jie Zhang, Wei-Wei Tu, Peng Zhao, Lijun Zhang | Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial
Online Convex Optimization | v3 substantially improves the presentation and has a few
improvements, including the regret bound for strongly convex functions; v2 is
an extended version that enriches the content with improved regret bounds for
strongly convex functions, discussions on the optimism design for dynamic
regret minimization, and ... | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stochastically Extended Adversarial (SEA) model is introduced by Sachs et al.
[2022] as an interpolation between stochastic and adversarial online convex
optimization. Under the smoothness condition, they demonstrate that the
expected regret of optimistic follow-the-regularized-leader (FTRL) depends on
the cumulative... | [
{
"created": "Thu, 9 Feb 2023 10:42:11 GMT",
"version": "v1"
},
{
"created": "Tue, 22 Aug 2023 04:36:47 GMT",
"version": "v2"
},
{
"created": "Sat, 16 Mar 2024 15:36:02 GMT",
"version": "v3"
}
] | 2024-03-19 | [
[
"Chen",
"Sijia",
""
],
[
"Zhang",
"Yu-Jie",
""
],
[
"Tu",
"Wei-Wei",
""
],
[
"Zhao",
"Peng",
""
],
[
"Zhang",
"Lijun",
""
]
] | Stochastically Extended Adversarial (SEA) model is introduced by Sachs et al. [2022] as an interpolation between stochastic and adversarial online convex optimization. Under the smoothness condition, they demonstrate that the expected regret of optimistic follow-the-regularized-leader (FTRL) depends on the cumulative s... |
2407.06931 | Jesse Jiang | Jesse Jiang, Samuel Coogan, Ye Zhao | A Unified Approach to Multi-task Legged Navigation: Temporal Logic Meets
Reinforcement Learning | 8 pages, 4 figures | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This study examines the problem of hopping robot navigation planning to
achieve simultaneous goal-directed and environment exploration tasks. We
consider a scenario in which the robot has mandatory goal-directed tasks
defined using Linear Temporal Logic (LTL) specifications as well as optional
exploration tasks repre... | [
{
"created": "Tue, 9 Jul 2024 15:06:52 GMT",
"version": "v1"
}
] | 2024-07-10 | [
[
"Jiang",
"Jesse",
""
],
[
"Coogan",
"Samuel",
""
],
[
"Zhao",
"Ye",
""
]
] | This study examines the problem of hopping robot navigation planning to achieve simultaneous goal-directed and environment exploration tasks. We consider a scenario in which the robot has mandatory goal-directed tasks defined using Linear Temporal Logic (LTL) specifications as well as optional exploration tasks represe... |
1909.06993 | Rogerio Bonatti | Rogerio Bonatti and Ratnesh Madaan and Vibhav Vineet and Sebastian
Scherer and Ashish Kapoor | Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal
Representations | null | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Machines are a long way from robustly solving open-world perception-control
tasks, such as first-person view (FPV) aerial navigation. While recent advances
in end-to-end Machine Learning, especially Imitation and Reinforcement Learning
appear promising, they are constrained by the need of large amounts of
difficult-t... | [
{
"created": "Mon, 16 Sep 2019 05:23:14 GMT",
"version": "v1"
},
{
"created": "Sun, 8 Mar 2020 13:22:41 GMT",
"version": "v2"
}
] | 2020-03-10 | [
[
"Bonatti",
"Rogerio",
""
],
[
"Madaan",
"Ratnesh",
""
],
[
"Vineet",
"Vibhav",
""
],
[
"Scherer",
"Sebastian",
""
],
[
"Kapoor",
"Ashish",
""
]
] | Machines are a long way from robustly solving open-world perception-control tasks, such as first-person view (FPV) aerial navigation. While recent advances in end-to-end Machine Learning, especially Imitation and Reinforcement Learning appear promising, they are constrained by the need of large amounts of difficult-to-... |
2007.00644 | Rohan Taori | Rohan Taori, Achal Dave, Vaishaal Shankar, Nicholas Carlini, Benjamin
Recht, Ludwig Schmidt | Measuring Robustness to Natural Distribution Shifts in Image
Classification | null | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study how robust current ImageNet models are to distribution shifts
arising from natural variations in datasets. Most research on robustness
focuses on synthetic image perturbations (noise, simulated weather artifacts,
adversarial examples, etc.), which leaves open how robustness on synthetic
distribution shift re... | [
{
"created": "Wed, 1 Jul 2020 17:53:26 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Sep 2020 09:55:13 GMT",
"version": "v2"
}
] | 2020-09-15 | [
[
"Taori",
"Rohan",
""
],
[
"Dave",
"Achal",
""
],
[
"Shankar",
"Vaishaal",
""
],
[
"Carlini",
"Nicholas",
""
],
[
"Recht",
"Benjamin",
""
],
[
"Schmidt",
"Ludwig",
""
]
] | We study how robust current ImageNet models are to distribution shifts arising from natural variations in datasets. Most research on robustness focuses on synthetic image perturbations (noise, simulated weather artifacts, adversarial examples, etc.), which leaves open how robustness on synthetic distribution shift rela... |
1902.05197 | Linshan Jiang | Linshan Jiang and Rui Tan and Xin Lou and Guosheng Lin | On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects | 12 pages,IOTDI 2019 | null | 10.1145/3302505.3310070 | null | cs.LG cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Internet of Things (IoT) will be a main data generation infrastructure
for achieving better system intelligence. This paper considers the design and
implementation of a practical privacy-preserving collaborative learning scheme,
in which a curious learning coordinator trains a better machine learning model
based ... | [
{
"created": "Wed, 13 Feb 2019 06:31:21 GMT",
"version": "v1"
}
] | 2019-02-15 | [
[
"Jiang",
"Linshan",
""
],
[
"Tan",
"Rui",
""
],
[
"Lou",
"Xin",
""
],
[
"Lin",
"Guosheng",
""
]
] | The Internet of Things (IoT) will be a main data generation infrastructure for achieving better system intelligence. This paper considers the design and implementation of a practical privacy-preserving collaborative learning scheme, in which a curious learning coordinator trains a better machine learning model based on... |
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