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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2308.07177 | Adilson Bonifacio | Adilson Luiz Bonifacio | Conformance Checking for Pushdown Reactive Systems based on Visibly
Pushdown Languages | arXiv admin note: substantial text overlap with arXiv:2107.11421 | null | null | null | cs.SE cs.FL | http://creativecommons.org/licenses/by/4.0/ | Testing pushdown reactive systems is deemed important to guarantee a precise
and robust software development process. Usually, such systems can be specified
by the formalism of Input/Output Visibly Pushdown Labeled Transition System
(IOVPTS), where the interaction with the environment is regulated by a pushdown
memor... | [
{
"created": "Mon, 14 Aug 2023 14:37:43 GMT",
"version": "v1"
}
] | 2023-08-15 | [
[
"Bonifacio",
"Adilson Luiz",
""
]
] | Testing pushdown reactive systems is deemed important to guarantee a precise and robust software development process. Usually, such systems can be specified by the formalism of Input/Output Visibly Pushdown Labeled Transition System (IOVPTS), where the interaction with the environment is regulated by a pushdown memory.... |
2309.07423 | Nathaniel Robinson | Nathaniel R. Robinson, Perez Ogayo, David R. Mortensen and Graham
Neubig | ChatGPT MT: Competitive for High- (but not Low-) Resource Languages | 27 pages, 9 figures, 14 tables | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Large language models (LLMs) implicitly learn to perform a range of language
tasks, including machine translation (MT). Previous studies explore aspects of
LLMs' MT capabilities. However, there exist a wide variety of languages for
which recent LLM MT performance has never before been evaluated. Without
published exp... | [
{
"created": "Thu, 14 Sep 2023 04:36:00 GMT",
"version": "v1"
}
] | 2023-09-15 | [
[
"Robinson",
"Nathaniel R.",
""
],
[
"Ogayo",
"Perez",
""
],
[
"Mortensen",
"David R.",
""
],
[
"Neubig",
"Graham",
""
]
] | Large language models (LLMs) implicitly learn to perform a range of language tasks, including machine translation (MT). Previous studies explore aspects of LLMs' MT capabilities. However, there exist a wide variety of languages for which recent LLM MT performance has never before been evaluated. Without published exper... |
1908.05263 | Honglie Chen | Honglie Chen and Weidi Xie and Andrea Vedaldi and Andrew Zisserman | AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations | BMVC 2019 (Spotlight) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose AutoCorrect, a method to automatically learn object-annotation
alignments from a dataset with annotations affected by geometric noise. The
method is based on a consistency loss that enables deep neural networks to be
trained, given only noisy annotations as input, to correct the annotations.
When some nois... | [
{
"created": "Wed, 14 Aug 2019 17:40:10 GMT",
"version": "v1"
}
] | 2019-08-15 | [
[
"Chen",
"Honglie",
""
],
[
"Xie",
"Weidi",
""
],
[
"Vedaldi",
"Andrea",
""
],
[
"Zisserman",
"Andrew",
""
]
] | We propose AutoCorrect, a method to automatically learn object-annotation alignments from a dataset with annotations affected by geometric noise. The method is based on a consistency loss that enables deep neural networks to be trained, given only noisy annotations as input, to correct the annotations. When some noise-... |
1609.01410 | M.M.A. Hashem | Jarin Firose Moon, Shamminuj Aktar and M.M.A. Hashem | Securely Outsourcing Large Scale Eigen Value Problem to Public Cloud | null | Computer and Information Technology (ICCIT), 2015 18th
International Conference on | 10.1109/ICCITechn.2015.7488120 | null | cs.CR cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cloud computing enables clients with limited computational power to
economically outsource their large scale computations to a public cloud with
huge computational power. Cloud has the massive storage, computational power
and software which can be used by clients for reducing their computational
overhead and storage ... | [
{
"created": "Tue, 6 Sep 2016 06:33:04 GMT",
"version": "v1"
}
] | 2016-09-07 | [
[
"Moon",
"Jarin Firose",
""
],
[
"Aktar",
"Shamminuj",
""
],
[
"Hashem",
"M. M. A.",
""
]
] | Cloud computing enables clients with limited computational power to economically outsource their large scale computations to a public cloud with huge computational power. Cloud has the massive storage, computational power and software which can be used by clients for reducing their computational overhead and storage li... |
1811.02598 | Yannis Pantazis | Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou | Training Generative Adversarial Networks with Weights | 6 pages, 3 figures, submitted to Icassp2019 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The impressive success of Generative Adversarial Networks (GANs) is often
overshadowed by the difficulties in their training. Despite the continuous
efforts and improvements, there are still open issues regarding their
convergence properties. In this paper, we propose a simple training variation
where suitable weight... | [
{
"created": "Tue, 6 Nov 2018 19:10:33 GMT",
"version": "v1"
}
] | 2018-11-08 | [
[
"Pantazis",
"Yannis",
""
],
[
"Paul",
"Dipjyoti",
""
],
[
"Fasoulakis",
"Michail",
""
],
[
"Stylianou",
"Yannis",
""
]
] | The impressive success of Generative Adversarial Networks (GANs) is often overshadowed by the difficulties in their training. Despite the continuous efforts and improvements, there are still open issues regarding their convergence properties. In this paper, we propose a simple training variation where suitable weights ... |
2204.04462 | Wenshuai Hu | Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, and Antonio Plaza | A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural
Network for Multisource Remote Sensing Data Classification | 16 pages, 10 figures | IEEE Transactions on Neural Networks and Learning Systems, vol.
33, no. 2, pp. 747-761, Feb. 2022 | 10.1109/TNNLS.2020.3028945 | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The problem of effectively exploiting the information multiple data sources
has become a relevant but challenging research topic in remote sensing. In this
paper, we propose a new approach to exploit the complementarity of two data
sources: hyperspectral images (HSIs) and light detection and ranging (LiDAR)
data. Spe... | [
{
"created": "Sat, 9 Apr 2022 12:43:32 GMT",
"version": "v1"
}
] | 2022-04-12 | [
[
"Li",
"Heng-Chao",
""
],
[
"Hu",
"Wen-Shuai",
""
],
[
"Li",
"Wei",
""
],
[
"Li",
"Jun",
""
],
[
"Du",
"Qian",
""
],
[
"Plaza",
"Antonio",
""
]
] | The problem of effectively exploiting the information multiple data sources has become a relevant but challenging research topic in remote sensing. In this paper, we propose a new approach to exploit the complementarity of two data sources: hyperspectral images (HSIs) and light detection and ranging (LiDAR) data. Speci... |
2305.03428 | Alireza Ardalani | Alireza Ardalani, Saeed Parsa, Morteza Zakeri-Nasrabadi, Alexander
Chatzigeorgiou | Supporting single responsibility through automated extract method
refactoring | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | The responsibility of a method/function is to perform some desired
computations and disseminate the results to its caller through various
deliverables, including object fields and variables in output instructions.
Based on this definition of responsibility, this paper offers a new algorithm
to refactor long methods t... | [
{
"created": "Fri, 5 May 2023 11:02:02 GMT",
"version": "v1"
},
{
"created": "Sun, 26 Nov 2023 08:42:12 GMT",
"version": "v2"
}
] | 2023-11-28 | [
[
"Ardalani",
"Alireza",
""
],
[
"Parsa",
"Saeed",
""
],
[
"Zakeri-Nasrabadi",
"Morteza",
""
],
[
"Chatzigeorgiou",
"Alexander",
""
]
] | The responsibility of a method/function is to perform some desired computations and disseminate the results to its caller through various deliverables, including object fields and variables in output instructions. Based on this definition of responsibility, this paper offers a new algorithm to refactor long methods to ... |
2010.07245 | Yu Meng | Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao
Zhang, Jiawei Han | Text Classification Using Label Names Only: A Language Model
Self-Training Approach | EMNLP 2020. (Code: https://github.com/yumeng5/LOTClass) | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Current text classification methods typically require a good number of
human-labeled documents as training data, which can be costly and difficult to
obtain in real applications. Humans can perform classification without seeing
any labeled examples but only based on a small set of words describing the
categories to b... | [
{
"created": "Wed, 14 Oct 2020 17:06:41 GMT",
"version": "v1"
}
] | 2020-10-15 | [
[
"Meng",
"Yu",
""
],
[
"Zhang",
"Yunyi",
""
],
[
"Huang",
"Jiaxin",
""
],
[
"Xiong",
"Chenyan",
""
],
[
"Ji",
"Heng",
""
],
[
"Zhang",
"Chao",
""
],
[
"Han",
"Jiawei",
""
]
] | Current text classification methods typically require a good number of human-labeled documents as training data, which can be costly and difficult to obtain in real applications. Humans can perform classification without seeing any labeled examples but only based on a small set of words describing the categories to be ... |
2003.03808 | Sachit Menon | Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, Cynthia Rudin | PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of
Generative Models | Sachit Menon and Alexandru Damian contributed equally. Computer
Vision and Pattern Recognition (CVPR) 2020 | null | null | null | cs.CV cs.LG eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The primary aim of single-image super-resolution is to construct
high-resolution (HR) images from corresponding low-resolution (LR) inputs. In
previous approaches, which have generally been supervised, the training
objective typically measures a pixel-wise average distance between the
super-resolved (SR) and HR image... | [
{
"created": "Sun, 8 Mar 2020 16:44:31 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Jun 2020 21:05:02 GMT",
"version": "v2"
},
{
"created": "Mon, 20 Jul 2020 21:38:32 GMT",
"version": "v3"
}
] | 2020-07-22 | [
[
"Menon",
"Sachit",
""
],
[
"Damian",
"Alexandru",
""
],
[
"Hu",
"Shijia",
""
],
[
"Ravi",
"Nikhil",
""
],
[
"Rudin",
"Cynthia",
""
]
] | The primary aim of single-image super-resolution is to construct high-resolution (HR) images from corresponding low-resolution (LR) inputs. In previous approaches, which have generally been supervised, the training objective typically measures a pixel-wise average distance between the super-resolved (SR) and HR images.... |
cs/0007031 | Victor Kromer | Victor Kromer | Parameter-free Model of Rank Polysemantic Distribution | 3 pages, no figures | Proceedings of the 4th conference of the International
Quantitative Linguistics Association (QUALICO 2000). Prague, August 24-26,
2000. P. 21-22.The full version (in Russian) is available in Web Journal
FCCL. See URL http://fccl.ksu.ru/fcclpap.htm | null | null | cs.CL | null | A model of rank polysemantic distribution with a minimal number of fitting
parameters is offered. In an ideal case a parameter-free description of the
dependence on the basis of one or several immediate features of the
distribution is possible.
| [
{
"created": "Fri, 21 Jul 2000 06:07:31 GMT",
"version": "v1"
},
{
"created": "Mon, 24 Jul 2000 04:17:49 GMT",
"version": "v2"
}
] | 2007-05-23 | [
[
"Kromer",
"Victor",
""
]
] | A model of rank polysemantic distribution with a minimal number of fitting parameters is offered. In an ideal case a parameter-free description of the dependence on the basis of one or several immediate features of the distribution is possible. |
0910.4854 | Serguei Mokhov | Serguei A. Mokhov and Yingying She | Yet Another Pacman 3D Adventures | 31 pages, 8 figures. A 2006 report, corresponding to the open source
project here: http://sourceforge.net/projects/yap3dad/ | null | null | null | cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This game is meant to be extension of the overly-beaten pacman-style game
(code-named "Yet Another Pacman 3D Adventures", or YAP3DAD) from the proposed
ideas and other projects with advance visual and computer graphics features,
including a-game-in-a-game approach. The project is an open-source project
published on S... | [
{
"created": "Mon, 26 Oct 2009 10:55:16 GMT",
"version": "v1"
}
] | 2009-10-27 | [
[
"Mokhov",
"Serguei A.",
""
],
[
"She",
"Yingying",
""
]
] | This game is meant to be extension of the overly-beaten pacman-style game (code-named "Yet Another Pacman 3D Adventures", or YAP3DAD) from the proposed ideas and other projects with advance visual and computer graphics features, including a-game-in-a-game approach. The project is an open-source project published on Sou... |
2005.09240 | Michael Bowman | Michael Bowman, Songpo Li, Xiaoli Zhang | Robust Robot-assisted Tele-grasping Through Intent-Uncertainty-Aware
Planning | 12 pages, 6 figures, journal paper | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In teleoperation, research has mainly focused on target approaching, where we
deal with the more challenging object manipulation task by advancing the shared
control technique. Appropriately manipulating an object is challenging due to
the fine motion constraint requirements for a specific manipulation task.
Although... | [
{
"created": "Tue, 19 May 2020 06:40:08 GMT",
"version": "v1"
}
] | 2020-05-20 | [
[
"Bowman",
"Michael",
""
],
[
"Li",
"Songpo",
""
],
[
"Zhang",
"Xiaoli",
""
]
] | In teleoperation, research has mainly focused on target approaching, where we deal with the more challenging object manipulation task by advancing the shared control technique. Appropriately manipulating an object is challenging due to the fine motion constraint requirements for a specific manipulation task. Although t... |
2407.00541 | Yen Low | Yen Sia Low (1), Michael L. Jackson (1), Rebecca J. Hyde (1), Robert
E. Brown (1), Neil M. Sanghavi (1), Julian D. Baldwin (1), C. William Pike
(1), Jananee Muralidharan (1), Gavin Hui (1 and 2), Natasha Alexander (3),
Hadeel Hassan (3), Rahul V. Nene (4), Morgan Pike (5), Courtney J. Pokrzywa
(6), Shivam Vedak... | Answering real-world clinical questions using large language model based
systems | 28 pages (2 figures, 3 tables) inclusive of 8 pages of supplemental
materials (4 supplemental figures and 4 supplemental tables) | null | null | null | cs.CL cs.AI cs.IR | http://creativecommons.org/licenses/by/4.0/ | Evidence to guide healthcare decisions is often limited by a lack of relevant
and trustworthy literature as well as difficulty in contextualizing existing
research for a specific patient. Large language models (LLMs) could potentially
address both challenges by either summarizing published literature or
generating ne... | [
{
"created": "Sat, 29 Jun 2024 22:39:20 GMT",
"version": "v1"
}
] | 2024-07-02 | [
[
"Low",
"Yen Sia",
"",
"1 and 2"
],
[
"Jackson",
"Michael L.",
"",
"1 and 2"
],
[
"Hyde",
"Rebecca J.",
"",
"1 and 2"
],
[
"Brown",
"Robert E.",
"",
"1 and 2"
],
[
"Sanghavi",
"Neil M.",
"",
"1 and 2"
],
[
"Bald... | Evidence to guide healthcare decisions is often limited by a lack of relevant and trustworthy literature as well as difficulty in contextualizing existing research for a specific patient. Large language models (LLMs) could potentially address both challenges by either summarizing published literature or generating new ... |
2305.13501 | Marcella Cornia | Davide Morelli, Alberto Baldrati, Giuseppe Cartella, Marcella Cornia,
Marco Bertini, Rita Cucchiara | LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On | ACM Multimedia 2023 | null | null | null | cs.CV cs.AI cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The rapidly evolving fields of e-commerce and metaverse continue to seek
innovative approaches to enhance the consumer experience. At the same time,
recent advancements in the development of diffusion models have enabled
generative networks to create remarkably realistic images. In this context,
image-based virtual t... | [
{
"created": "Mon, 22 May 2023 21:38:06 GMT",
"version": "v1"
},
{
"created": "Fri, 9 Jun 2023 14:02:00 GMT",
"version": "v2"
},
{
"created": "Thu, 3 Aug 2023 13:51:22 GMT",
"version": "v3"
}
] | 2023-08-04 | [
[
"Morelli",
"Davide",
""
],
[
"Baldrati",
"Alberto",
""
],
[
"Cartella",
"Giuseppe",
""
],
[
"Cornia",
"Marcella",
""
],
[
"Bertini",
"Marco",
""
],
[
"Cucchiara",
"Rita",
""
]
] | The rapidly evolving fields of e-commerce and metaverse continue to seek innovative approaches to enhance the consumer experience. At the same time, recent advancements in the development of diffusion models have enabled generative networks to create remarkably realistic images. In this context, image-based virtual try... |
2405.15771 | Craig Innes | Craig Innes, Subramanian Ramamoorthy | Adaptive Splitting of Reusable Temporal Monitors for Rare Traffic
Violations | null | null | null | null | cs.RO cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Autonomous Vehicles (AVs) are often tested in simulation to estimate the
probability they will violate safety specifications. Two common issues arise
when using existing techniques to produce this estimation: If violations occur
rarely, simple Monte-Carlo sampling techniques can fail to produce efficient
estimates; i... | [
{
"created": "Wed, 13 Mar 2024 17:47:39 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Jul 2024 12:56:41 GMT",
"version": "v2"
}
] | 2024-07-25 | [
[
"Innes",
"Craig",
""
],
[
"Ramamoorthy",
"Subramanian",
""
]
] | Autonomous Vehicles (AVs) are often tested in simulation to estimate the probability they will violate safety specifications. Two common issues arise when using existing techniques to produce this estimation: If violations occur rarely, simple Monte-Carlo sampling techniques can fail to produce efficient estimates; if ... |
1003.1491 | Rdv Ijcsis | Manish Kumar, M.C. Srivastava, Umesh Kumar | Current Conveyor Based Multifunction Filter | Pages IEEE format, International Journal of Computer Science and
Information Security, IJCSIS, Vol. 7 No. 2, February 2010, USA. ISSN 1947
5500, http://sites.google.com/site/ijcsis/ | null | null | null | cs.OH | http://creativecommons.org/licenses/by-nc-sa/3.0/ | The paper presents a current conveyor based multifunction filter. The
proposed circuit can be realized as low pass, high pass, band pass and
elliptical notch filter. The circuit employs two balanced output current
conveyors, four resistors and two grounded capacitors, ideal for integration.
It has only one output ter... | [
{
"created": "Sun, 7 Mar 2010 16:57:41 GMT",
"version": "v1"
}
] | 2010-03-09 | [
[
"Kumar",
"Manish",
""
],
[
"Srivastava",
"M. C.",
""
],
[
"Kumar",
"Umesh",
""
]
] | The paper presents a current conveyor based multifunction filter. The proposed circuit can be realized as low pass, high pass, band pass and elliptical notch filter. The circuit employs two balanced output current conveyors, four resistors and two grounded capacitors, ideal for integration. It has only one output termi... |
2009.13626 | Mohammad Arif Ul Alam | Nandan Kulkarni, Christopher Compton, Jooseppi Luna, Mohammad Arif Ul
Alam | Monitoring My Dehydration: A Non-Invasive Dehydration Alert System Using
Electrodermal Activity | null | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Staying hydrated and drinking fluids is extremely crucial to stay healthy and
maintaining even basic bodily functions. Studies have shown that dehydration
leads to loss of productivity, cognitive impairment and mood in both men and
women. However, there are no such an existing tool that can monitor dehydration
contin... | [
{
"created": "Fri, 25 Sep 2020 16:55:25 GMT",
"version": "v1"
}
] | 2020-09-30 | [
[
"Kulkarni",
"Nandan",
""
],
[
"Compton",
"Christopher",
""
],
[
"Luna",
"Jooseppi",
""
],
[
"Alam",
"Mohammad Arif Ul",
""
]
] | Staying hydrated and drinking fluids is extremely crucial to stay healthy and maintaining even basic bodily functions. Studies have shown that dehydration leads to loss of productivity, cognitive impairment and mood in both men and women. However, there are no such an existing tool that can monitor dehydration continuo... |
2310.01471 | Joan Espasa Arxer | Miquel Bofill, Cristina Borralleras, Joan Espasa, Gerard Mart\'in,
Gustavo Patow, Mateu Villaret | A Good Snowman is Hard to Plan | arXiv admin note: text overlap with arXiv:2310.01378 | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | In this work we face a challenging puzzle video game: A Good Snowman is Hard
to Build. The objective of the game is to build snowmen by moving and stacking
snowballs on a discrete grid. For the sake of player engagement with the game,
it is interesting to avoid that a player finds a much easier solution than the
one ... | [
{
"created": "Mon, 2 Oct 2023 17:50:31 GMT",
"version": "v1"
}
] | 2023-10-04 | [
[
"Bofill",
"Miquel",
""
],
[
"Borralleras",
"Cristina",
""
],
[
"Espasa",
"Joan",
""
],
[
"Martín",
"Gerard",
""
],
[
"Patow",
"Gustavo",
""
],
[
"Villaret",
"Mateu",
""
]
] | In this work we face a challenging puzzle video game: A Good Snowman is Hard to Build. The objective of the game is to build snowmen by moving and stacking snowballs on a discrete grid. For the sake of player engagement with the game, it is interesting to avoid that a player finds a much easier solution than the one th... |
2407.21363 | Xilei Zhu | Xilei Zhu, Liu Yang, Huiyu Duan, Xiongkuo Min, Guangtao Zhai, Patrick
Le Callet | ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric
Spatial Images | 8 pages, 8 figures | null | null | null | cs.CV cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the development of eXtended Reality (XR), head-mounted shooting and
display technology have experienced significant advancement and gained
considerable attention. Egocentric spatial images and videos are emerging as a
compelling form of stereoscopic XR content. Different from traditional 2D
images, egocentric sp... | [
{
"created": "Wed, 31 Jul 2024 06:20:21 GMT",
"version": "v1"
}
] | 2024-08-01 | [
[
"Zhu",
"Xilei",
""
],
[
"Yang",
"Liu",
""
],
[
"Duan",
"Huiyu",
""
],
[
"Min",
"Xiongkuo",
""
],
[
"Zhai",
"Guangtao",
""
],
[
"Callet",
"Patrick Le",
""
]
] | With the development of eXtended Reality (XR), head-mounted shooting and display technology have experienced significant advancement and gained considerable attention. Egocentric spatial images and videos are emerging as a compelling form of stereoscopic XR content. Different from traditional 2D images, egocentric spat... |
1903.11314 | Ruben Mayer | Ruben Mayer and Hans-Arno Jacobsen | Scalable Deep Learning on Distributed Infrastructures: Challenges,
Techniques and Tools | accepted at ACM Computing Surveys, to appear | null | null | null | cs.DC cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep Learning (DL) has had an immense success in the recent past, leading to
state-of-the-art results in various domains such as image recognition and
natural language processing. One of the reasons for this success is the
increasing size of DL models and the proliferation of vast amounts of training
data being avail... | [
{
"created": "Wed, 27 Mar 2019 09:46:52 GMT",
"version": "v1"
},
{
"created": "Wed, 25 Sep 2019 08:51:24 GMT",
"version": "v2"
}
] | 2019-09-26 | [
[
"Mayer",
"Ruben",
""
],
[
"Jacobsen",
"Hans-Arno",
""
]
] | Deep Learning (DL) has had an immense success in the recent past, leading to state-of-the-art results in various domains such as image recognition and natural language processing. One of the reasons for this success is the increasing size of DL models and the proliferation of vast amounts of training data being availab... |
2303.06620 | J. Garza | J. Garza, Steven Swanson | PCB-ready breakout boards: Bridging the gap between electronics
prototyping and production | null | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Electronics prototyping using breakout boards allows designers with and
without an engineering background to rapidly create interactive prototypes.
However, when it comes to transition to a production-ready PCB design,
stagnation exists due to the high skill floor required for PCB design. While
PCB design automation ... | [
{
"created": "Sun, 12 Mar 2023 09:27:23 GMT",
"version": "v1"
},
{
"created": "Mon, 20 Mar 2023 07:35:31 GMT",
"version": "v2"
}
] | 2023-03-21 | [
[
"Garza",
"J.",
""
],
[
"Swanson",
"Steven",
""
]
] | Electronics prototyping using breakout boards allows designers with and without an engineering background to rapidly create interactive prototypes. However, when it comes to transition to a production-ready PCB design, stagnation exists due to the high skill floor required for PCB design. While PCB design automation ha... |
1011.1956 | Jaydip Sen | Jaydip Sen | Mobility and Handoff Management in Wireless Networks | 28 pages, 11 figures | Book Title: Trends in Telecommunications Technologies. Editor:
Christos J Bouras. ISBN: 978-953-307-072-8. Year: 2010. Publisher: InTech | 10.5772/8482 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the increasing demands for new data and real-time services, wireless
networks should support calls with different traffic characteristics and
different Quality of Service (QoS)guarantees. In addition, various wireless
technologies and networks exist currently that can satisfy different needs and
requirements of ... | [
{
"created": "Tue, 9 Nov 2010 02:02:32 GMT",
"version": "v1"
}
] | 2021-09-07 | [
[
"Sen",
"Jaydip",
""
]
] | With the increasing demands for new data and real-time services, wireless networks should support calls with different traffic characteristics and different Quality of Service (QoS)guarantees. In addition, various wireless technologies and networks exist currently that can satisfy different needs and requirements of mo... |
2005.11280 | Alexis Reymbaut | A. Reymbaut | Matrix moments of the diffusion tensor distribution | 17 pages, 6 figures | null | null | null | cs.CE physics.med-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Purpose: To facilitate the implementation/validation of signal
representations and models using parametric matrix-variate distributions to
approximate the diffusion tensor distribution (DTD) $\mathcal{P}(\mathbf{D})$.
Theory: We establish practical mathematical tools, the matrix moments of the
DTD, enabling to comput... | [
{
"created": "Thu, 21 May 2020 00:33:00 GMT",
"version": "v1"
}
] | 2020-05-25 | [
[
"Reymbaut",
"A.",
""
]
] | Purpose: To facilitate the implementation/validation of signal representations and models using parametric matrix-variate distributions to approximate the diffusion tensor distribution (DTD) $\mathcal{P}(\mathbf{D})$. Theory: We establish practical mathematical tools, the matrix moments of the DTD, enabling to compute ... |
2210.04246 | Haojie Zhang | Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang, Leyu
Lin | Better Pre-Training by Reducing Representation Confusion | EACL 2023(Findings) | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we revisit the Transformer-based pre-trained language models
and identify two different types of information confusion in position encoding
and model representations, respectively. Firstly, we show that in the relative
position encoding, the joint modeling about relative distances and directions
brings ... | [
{
"created": "Sun, 9 Oct 2022 12:35:04 GMT",
"version": "v1"
},
{
"created": "Thu, 9 Feb 2023 13:02:23 GMT",
"version": "v2"
}
] | 2023-02-10 | [
[
"Zhang",
"Haojie",
""
],
[
"Liang",
"Mingfei",
""
],
[
"Xie",
"Ruobing",
""
],
[
"Sun",
"Zhenlong",
""
],
[
"Zhang",
"Bo",
""
],
[
"Lin",
"Leyu",
""
]
] | In this work, we revisit the Transformer-based pre-trained language models and identify two different types of information confusion in position encoding and model representations, respectively. Firstly, we show that in the relative position encoding, the joint modeling about relative distances and directions brings co... |
2102.09857 | Muhammad Islam | Muhammad Islam (1), Mubashir Husain Rehmani (2) and Jinjun Chen (3)
((1)(3) Swinburne University of Technology, Hawthorn, Australia, (2) Munster
Technological University, Cork, Ireland) | Differential Privacy-based Permissioned Blockchain for Private Data
Sharing in Industrial IoT | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Permissioned blockchain such as Hyperledger fabric enables a secure supply
chain model in Industrial Internet of Things (IIoT) through multichannel and
private data collection mechanisms. Sharing of Industrial data including
private data exchange at every stage between supply chain partners helps to
improve product q... | [
{
"created": "Fri, 19 Feb 2021 10:53:49 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Mar 2021 14:48:48 GMT",
"version": "v2"
}
] | 2021-03-31 | [
[
"Islam",
"Muhammad",
""
],
[
"Rehmani",
"Mubashir Husain",
""
],
[
"Chen",
"Jinjun",
""
]
] | Permissioned blockchain such as Hyperledger fabric enables a secure supply chain model in Industrial Internet of Things (IIoT) through multichannel and private data collection mechanisms. Sharing of Industrial data including private data exchange at every stage between supply chain partners helps to improve product qua... |
2308.02530 | Jianwu Fang | Tianci Zhao, Xue Bai, Jianwu Fang, and Jianru Xue | Gated Driver Attention Predictor | Accepted by ITSC2023 | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Driver attention prediction implies the intention understanding of where the
driver intends to go and what object the driver concerned about, which commonly
provides a driving task-guided traffic scene understanding. Some recent works
explore driver attention prediction in critical or accident scenarios and find
a po... | [
{
"created": "Tue, 1 Aug 2023 03:59:52 GMT",
"version": "v1"
}
] | 2023-08-08 | [
[
"Zhao",
"Tianci",
""
],
[
"Bai",
"Xue",
""
],
[
"Fang",
"Jianwu",
""
],
[
"Xue",
"Jianru",
""
]
] | Driver attention prediction implies the intention understanding of where the driver intends to go and what object the driver concerned about, which commonly provides a driving task-guided traffic scene understanding. Some recent works explore driver attention prediction in critical or accident scenarios and find a posi... |
2307.07350 | Karl Fehrs | Ioannis Caragiannis, Karl Fehrs | Beyond the worst case: Distortion in impartial culture electorates | 34 pages, 2 figures | null | null | null | cs.GT cs.DS | http://creativecommons.org/licenses/by/4.0/ | {\em Distortion} is a well-established notion for quantifying the loss of
social welfare that may occur in voting. As voting rules take as input only
ordinal information, they are essentially forced to neglect the exact values
the agents have for the alternatives. Thus, in worst-case electorates, voting
rules may ret... | [
{
"created": "Fri, 14 Jul 2023 14:00:32 GMT",
"version": "v1"
},
{
"created": "Mon, 21 Aug 2023 16:17:22 GMT",
"version": "v2"
},
{
"created": "Tue, 13 Feb 2024 17:04:21 GMT",
"version": "v3"
}
] | 2024-02-14 | [
[
"Caragiannis",
"Ioannis",
""
],
[
"Fehrs",
"Karl",
""
]
] | {\em Distortion} is a well-established notion for quantifying the loss of social welfare that may occur in voting. As voting rules take as input only ordinal information, they are essentially forced to neglect the exact values the agents have for the alternatives. Thus, in worst-case electorates, voting rules may retur... |
0910.1406 | EPTCS | Luca Bortolussi (University of Trieste), Alberto Policriti (University
of Udine) | Hybrid Semantics of Stochastic Programs with Dynamic Reconfiguration | null | EPTCS 6, 2009, pp. 63-76 | 10.4204/EPTCS.6.5 | null | cs.PL cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We begin by reviewing a technique to approximate the dynamics of stochastic
programs --written in a stochastic process algebra-- by a hybrid system,
suitable to capture a mixed discrete/continuous evolution. In a nutshell, the
discrete dynamics is kept stochastic while the continuous evolution is given in
terms of OD... | [
{
"created": "Thu, 8 Oct 2009 06:33:01 GMT",
"version": "v1"
}
] | 2009-10-09 | [
[
"Bortolussi",
"Luca",
"",
"University of Trieste"
],
[
"Policriti",
"Alberto",
"",
"University\n of Udine"
]
] | We begin by reviewing a technique to approximate the dynamics of stochastic programs --written in a stochastic process algebra-- by a hybrid system, suitable to capture a mixed discrete/continuous evolution. In a nutshell, the discrete dynamics is kept stochastic while the continuous evolution is given in terms of ODEs... |
1802.04789 | Keren Censor-Hillel | Keren Censor-Hillel, Dean Leitersdorf, Elia Turner | Sparse Matrix Multiplication and Triangle Listing in the Congested
Clique Model | null | null | null | null | cs.DS cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We multiply two $n \times n$ matrices $S,T$ over semirings in the Congested
Clique model, where $n$ fully connected nodes communicate synchronously using
$O(\log n)$-bit messages, within $O(nz(S)^{1/3} nz(T)^{1/3}/n + 1)$ rounds of
communication, where $nz(A)$ denotes the number of non-zero elements in a
matrix $A$. ... | [
{
"created": "Tue, 13 Feb 2018 18:47:15 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Feb 2018 06:02:53 GMT",
"version": "v2"
},
{
"created": "Thu, 10 May 2018 17:35:36 GMT",
"version": "v3"
},
{
"created": "Wed, 20 Mar 2019 19:05:40 GMT",
"version": "v4"
}
] | 2019-03-22 | [
[
"Censor-Hillel",
"Keren",
""
],
[
"Leitersdorf",
"Dean",
""
],
[
"Turner",
"Elia",
""
]
] | We multiply two $n \times n$ matrices $S,T$ over semirings in the Congested Clique model, where $n$ fully connected nodes communicate synchronously using $O(\log n)$-bit messages, within $O(nz(S)^{1/3} nz(T)^{1/3}/n + 1)$ rounds of communication, where $nz(A)$ denotes the number of non-zero elements in a matrix $A$. By... |
cs/0606026 | Ludo M.G.M. Tolhuizen | Henk D.L. Hollmann and Ludo M.G.M. Tolhuizen | Generating parity check equations for bounded-distance iterative erasure
decoding | Accepted for publication in Proc Int Symposium on Information Theory
2006, ISIT 06 | null | null | null | cs.IT math.IT | null | A generic $(r,m)$-erasure correcting set is a collection of vectors in
$\bF_2^r$ which can be used to generate, for each binary linear code of
codimension $r$, a collection of parity check equations that enables iterative
decoding of all correctable erasure patterns of size at most $m$.
That is to say, the only sto... | [
{
"created": "Tue, 6 Jun 2006 18:03:27 GMT",
"version": "v1"
}
] | 2007-07-13 | [
[
"Hollmann",
"Henk D. L.",
""
],
[
"Tolhuizen",
"Ludo M. G. M.",
""
]
] | A generic $(r,m)$-erasure correcting set is a collection of vectors in $\bF_2^r$ which can be used to generate, for each binary linear code of codimension $r$, a collection of parity check equations that enables iterative decoding of all correctable erasure patterns of size at most $m$. That is to say, the only stoppin... |
2011.05740 | Araceli Morales | Araceli Morales, Gemma Piella and Federico M. Sukno | Survey on 3D face reconstruction from uncalibrated images | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Recently, a lot of attention has been focused on the incorporation of 3D data
into face analysis and its applications. Despite providing a more accurate
representation of the face, 3D facial images are more complex to acquire than
2D pictures. As a consequence, great effort has been invested in developing
systems tha... | [
{
"created": "Wed, 11 Nov 2020 12:48:11 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Feb 2021 08:32:32 GMT",
"version": "v2"
}
] | 2021-03-01 | [
[
"Morales",
"Araceli",
""
],
[
"Piella",
"Gemma",
""
],
[
"Sukno",
"Federico M.",
""
]
] | Recently, a lot of attention has been focused on the incorporation of 3D data into face analysis and its applications. Despite providing a more accurate representation of the face, 3D facial images are more complex to acquire than 2D pictures. As a consequence, great effort has been invested in developing systems that ... |
1003.1550 | Debasis Mishra | Debasis Mishra and Arunava Sen | Roberts' Theorem with Neutrality: A Social Welfare Ordering Approach | null | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider dominant strategy implementation in private values settings, when
agents have multi-dimensional types, the set of alternatives is finite,
monetary transfers are allowed, and agents have quasi-linear utilities. We show
that any implementable and neutral social choice function must be a weighted
welfare max... | [
{
"created": "Mon, 8 Mar 2010 04:39:45 GMT",
"version": "v1"
}
] | 2010-03-09 | [
[
"Mishra",
"Debasis",
""
],
[
"Sen",
"Arunava",
""
]
] | We consider dominant strategy implementation in private values settings, when agents have multi-dimensional types, the set of alternatives is finite, monetary transfers are allowed, and agents have quasi-linear utilities. We show that any implementable and neutral social choice function must be a weighted welfare maxim... |
2110.06923 | Yue Wang | Yue Wang and Justin Solomon | Object DGCNN: 3D Object Detection using Dynamic Graphs | Accepted to NeurIPS 2021 | null | null | null | cs.CV cs.AI cs.LG cs.RO | http://creativecommons.org/licenses/by/4.0/ | 3D object detection often involves complicated training and testing
pipelines, which require substantial domain knowledge about individual
datasets. Inspired by recent non-maximum suppression-free 2D object detection
models, we propose a 3D object detection architecture on point clouds. Our
method models 3D object de... | [
{
"created": "Wed, 13 Oct 2021 17:59:38 GMT",
"version": "v1"
}
] | 2021-10-14 | [
[
"Wang",
"Yue",
""
],
[
"Solomon",
"Justin",
""
]
] | 3D object detection often involves complicated training and testing pipelines, which require substantial domain knowledge about individual datasets. Inspired by recent non-maximum suppression-free 2D object detection models, we propose a 3D object detection architecture on point clouds. Our method models 3D object dete... |
1704.08818 | Yong Xia | Benteng Ma, Yong Xia | A Tribe Competition-Based Genetic Algorithm for Feature Selection in
Pattern Classification | null | null | 10.1016/j.asoc.2017.04.042 | null | cs.LG cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Feature selection has always been a critical step in pattern recognition, in
which evolutionary algorithms, such as the genetic algorithm (GA), are most
commonly used. However, the individual encoding scheme used in various GAs
would either pose a bias on the solution or require a pre-specified number of
features, an... | [
{
"created": "Fri, 28 Apr 2017 06:25:50 GMT",
"version": "v1"
}
] | 2017-05-01 | [
[
"Ma",
"Benteng",
""
],
[
"Xia",
"Yong",
""
]
] | Feature selection has always been a critical step in pattern recognition, in which evolutionary algorithms, such as the genetic algorithm (GA), are most commonly used. However, the individual encoding scheme used in various GAs would either pose a bias on the solution or require a pre-specified number of features, and ... |
1706.01172 | Wei Wu | Wei Wu, Bin Li, Ling Chen, Chengqi Zhang, Philip S. Yu | Improved Consistent Weighted Sampling Revisited | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Min-Hash is a popular technique for efficiently estimating the Jaccard
similarity of binary sets. Consistent Weighted Sampling (CWS) generalizes the
Min-Hash scheme to sketch weighted sets and has drawn increasing interest from
the community. Due to its constant-time complexity independent of the values of
the weight... | [
{
"created": "Mon, 5 Jun 2017 01:17:13 GMT",
"version": "v1"
}
] | 2017-06-06 | [
[
"Wu",
"Wei",
""
],
[
"Li",
"Bin",
""
],
[
"Chen",
"Ling",
""
],
[
"Zhang",
"Chengqi",
""
],
[
"Yu",
"Philip S.",
""
]
] | Min-Hash is a popular technique for efficiently estimating the Jaccard similarity of binary sets. Consistent Weighted Sampling (CWS) generalizes the Min-Hash scheme to sketch weighted sets and has drawn increasing interest from the community. Due to its constant-time complexity independent of the values of the weights,... |
2406.13170 | Zeping Li | Zeping Li, Xinlong Yang, Ziheng Gao, Ji Liu, Zhuang Liu, Dong Li,
Jinzhang Peng, Lu Tian, Emad Barsoum | Amphista: Accelerate LLM Inference with Bi-directional Multiple Drafting
Heads in a Non-autoregressive Style | null | null | null | null | cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large Language Models (LLMs) inherently use autoregressive decoding, which
lacks parallelism in inference and results in significantly slow inference
speeds, especially when hardware parallel accelerators and memory bandwidth are
not fully utilized. In this work, we propose Amphista, a speculative decoding
algorithm ... | [
{
"created": "Wed, 19 Jun 2024 02:53:39 GMT",
"version": "v1"
}
] | 2024-06-21 | [
[
"Li",
"Zeping",
""
],
[
"Yang",
"Xinlong",
""
],
[
"Gao",
"Ziheng",
""
],
[
"Liu",
"Ji",
""
],
[
"Liu",
"Zhuang",
""
],
[
"Li",
"Dong",
""
],
[
"Peng",
"Jinzhang",
""
],
[
"Tian",
"Lu",
""
... | Large Language Models (LLMs) inherently use autoregressive decoding, which lacks parallelism in inference and results in significantly slow inference speeds, especially when hardware parallel accelerators and memory bandwidth are not fully utilized. In this work, we propose Amphista, a speculative decoding algorithm th... |
1407.8476 | Sabyasachi Mukhopadhyay | Sabyasachi Mukhopadhyay, Debadatta Dash, Asish Mitra, Paritosh
Bhattacharya | A comparative study between seasonal wind speed by Fourier and Wavelet
analysis | null | null | null | null | cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wind Energy is a useful resource for Renewable energy purpose. Wind speed
plays a vital role for wind energy calculation of certain location. So, it is
very much necessary to know the wind speed data characteristics. In this paper
fourier and wavelet transform are applied to study the wind speed data. We have
compare... | [
{
"created": "Thu, 31 Jul 2014 16:17:39 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Aug 2014 12:48:43 GMT",
"version": "v2"
}
] | 2014-08-07 | [
[
"Mukhopadhyay",
"Sabyasachi",
""
],
[
"Dash",
"Debadatta",
""
],
[
"Mitra",
"Asish",
""
],
[
"Bhattacharya",
"Paritosh",
""
]
] | Wind Energy is a useful resource for Renewable energy purpose. Wind speed plays a vital role for wind energy calculation of certain location. So, it is very much necessary to know the wind speed data characteristics. In this paper fourier and wavelet transform are applied to study the wind speed data. We have compared ... |
2202.04112 | Yue Song | Yue Song, Hao Tang, Nicu Sebe, Wei Wang | Disentangle Saliency Detection into Cascaded Detail Modeling and Body
Filling | Accepted by TOMM; the first two authors contribute equally to this
work | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Salient object detection has been long studied to identify the most visually
attractive objects in images/videos. Recently, a growing amount of approaches
have been proposed all of which rely on the contour/edge information to improve
detection performance. The edge labels are either put into the loss directly or
use... | [
{
"created": "Tue, 8 Feb 2022 19:33:02 GMT",
"version": "v1"
}
] | 2022-02-10 | [
[
"Song",
"Yue",
""
],
[
"Tang",
"Hao",
""
],
[
"Sebe",
"Nicu",
""
],
[
"Wang",
"Wei",
""
]
] | Salient object detection has been long studied to identify the most visually attractive objects in images/videos. Recently, a growing amount of approaches have been proposed all of which rely on the contour/edge information to improve detection performance. The edge labels are either put into the loss directly or used ... |
2205.06030 | Manuel Kauers | Hui Huang, Manuel Kauers, Gargi Mukherjee | Order-Degree-Height Surfaces for Linear Operators | null | null | null | null | cs.SC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | It is known for linear operators with polynomial coefficients annihilating a
given D-finite function that there is a trade-off between order and degree.
Raising the order may give room for lowering the degree. The relationship
between order and degree is typically described by a hyperbola known as the
order-degree cu... | [
{
"created": "Thu, 12 May 2022 11:28:07 GMT",
"version": "v1"
}
] | 2022-05-13 | [
[
"Huang",
"Hui",
""
],
[
"Kauers",
"Manuel",
""
],
[
"Mukherjee",
"Gargi",
""
]
] | It is known for linear operators with polynomial coefficients annihilating a given D-finite function that there is a trade-off between order and degree. Raising the order may give room for lowering the degree. The relationship between order and degree is typically described by a hyperbola known as the order-degree curv... |
1711.08080 | Christian Kroer | Christian Kroer, Gabriele Farina, Tuomas Sandholm | Robust Stackelberg Equilibria in Extensive-Form Games and Extension to
Limited Lookahead | Published at AAAI18 | null | null | null | cs.GT cs.AI cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stackelberg equilibria have become increasingly important as a solution
concept in computational game theory, largely inspired by practical problems
such as security settings. In practice, however, there is typically uncertainty
regarding the model about the opponent. This paper is, to our knowledge, the
first to inv... | [
{
"created": "Tue, 21 Nov 2017 23:13:15 GMT",
"version": "v1"
}
] | 2017-11-23 | [
[
"Kroer",
"Christian",
""
],
[
"Farina",
"Gabriele",
""
],
[
"Sandholm",
"Tuomas",
""
]
] | Stackelberg equilibria have become increasingly important as a solution concept in computational game theory, largely inspired by practical problems such as security settings. In practice, however, there is typically uncertainty regarding the model about the opponent. This paper is, to our knowledge, the first to inves... |
2312.01985 | Lu Qi | Lu Qi, Lehan Yang, Weidong Guo, Yu Xu, Bo Du, Varun Jampani,
Ming-Hsuan Yang | UniGS: Unified Representation for Image Generation and Segmentation | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This paper introduces a novel unified representation of diffusion models for
image generation and segmentation. Specifically, we use a colormap to represent
entity-level masks, addressing the challenge of varying entity numbers while
aligning the representation closely with the image RGB domain. Two novel
modules, in... | [
{
"created": "Mon, 4 Dec 2023 15:59:27 GMT",
"version": "v1"
}
] | 2023-12-05 | [
[
"Qi",
"Lu",
""
],
[
"Yang",
"Lehan",
""
],
[
"Guo",
"Weidong",
""
],
[
"Xu",
"Yu",
""
],
[
"Du",
"Bo",
""
],
[
"Jampani",
"Varun",
""
],
[
"Yang",
"Ming-Hsuan",
""
]
] | This paper introduces a novel unified representation of diffusion models for image generation and segmentation. Specifically, we use a colormap to represent entity-level masks, addressing the challenge of varying entity numbers while aligning the representation closely with the image RGB domain. Two novel modules, incl... |
0705.1345 | Vishwambhar Rathi | Kapil Bhattad, Vishwambhar Rathi, Ruediger Urbanke | Degree Optimization and Stability Condition for the Min-Sum Decoder | submitted to ITW 07 | null | null | null | cs.IT math.IT | null | The min-sum (MS) algorithm is arguably the second most fundamental algorithm
in the realm of message passing due to its optimality (for a tree code) with
respect to the {\em block error} probability \cite{Wiberg}. There also seems to
be a fundamental relationship of MS decoding with the linear programming
decoder \ci... | [
{
"created": "Wed, 9 May 2007 19:19:26 GMT",
"version": "v1"
}
] | 2007-07-13 | [
[
"Bhattad",
"Kapil",
""
],
[
"Rathi",
"Vishwambhar",
""
],
[
"Urbanke",
"Ruediger",
""
]
] | The min-sum (MS) algorithm is arguably the second most fundamental algorithm in the realm of message passing due to its optimality (for a tree code) with respect to the {\em block error} probability \cite{Wiberg}. There also seems to be a fundamental relationship of MS decoding with the linear programming decoder \cite... |
1606.02006 | Philip Arthur | Philip Arthur, Graham Neubig, Satoshi Nakamura | Incorporating Discrete Translation Lexicons into Neural Machine
Translation | Accepted at EMNLP 2016 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural machine translation (NMT) often makes mistakes in translating
low-frequency content words that are essential to understanding the meaning of
the sentence. We propose a method to alleviate this problem by augmenting NMT
systems with discrete translation lexicons that efficiently encode translations
of these low... | [
{
"created": "Tue, 7 Jun 2016 02:40:42 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Oct 2016 02:46:39 GMT",
"version": "v2"
}
] | 2016-10-06 | [
[
"Arthur",
"Philip",
""
],
[
"Neubig",
"Graham",
""
],
[
"Nakamura",
"Satoshi",
""
]
] | Neural machine translation (NMT) often makes mistakes in translating low-frequency content words that are essential to understanding the meaning of the sentence. We propose a method to alleviate this problem by augmenting NMT systems with discrete translation lexicons that efficiently encode translations of these low-f... |
2301.00484 | Mohsen Amini Salehi | Razin Farhan Hussain and Mohsen Amini Salehi | Federated Fog Computing for Remote Industry 4.0 Applications | PhD Dissertation | null | null | null | cs.DC cs.SY eess.SY | http://creativecommons.org/publicdomain/zero/1.0/ | Industry 4.0 operates based on IoT devices, sensors, and actuators,
transforming the use of computing resources and software solutions in diverse
sectors. Various Industry 4.0 latency-sensitive applications function based on
machine learning to process sensor data for automation and other industrial
activities. Sendi... | [
{
"created": "Sun, 1 Jan 2023 22:32:16 GMT",
"version": "v1"
}
] | 2023-01-03 | [
[
"Hussain",
"Razin Farhan",
""
],
[
"Salehi",
"Mohsen Amini",
""
]
] | Industry 4.0 operates based on IoT devices, sensors, and actuators, transforming the use of computing resources and software solutions in diverse sectors. Various Industry 4.0 latency-sensitive applications function based on machine learning to process sensor data for automation and other industrial activities. Sending... |
2102.01260 | Xiong Liu | Xiong Liu, Craig E. Thomas, Christian C. Felder | The impact of external innovation on new drug approvals: A retrospective
analysis | null | International Journal of Pharmaceutics, Volume 563, Pages 273-281,
2019 | 10.1016/j.ijpharm.2018.12.093 | PMID: 30664998 | cs.CL cs.CY q-bio.QM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Pharmaceutical companies are relying more often on external sources of
innovation to boost their discovery research productivity. However, more
in-depth knowledge about how external innovation may translate to successful
product launches is still required in order to better understand how to best
leverage the innovat... | [
{
"created": "Tue, 2 Feb 2021 02:21:34 GMT",
"version": "v1"
}
] | 2021-02-03 | [
[
"Liu",
"Xiong",
""
],
[
"Thomas",
"Craig E.",
""
],
[
"Felder",
"Christian C.",
""
]
] | Pharmaceutical companies are relying more often on external sources of innovation to boost their discovery research productivity. However, more in-depth knowledge about how external innovation may translate to successful product launches is still required in order to better understand how to best leverage the innovatio... |
2011.02466 | Zhao Song | Josh Alman, Timothy Chu, Aaron Schild, Zhao Song | Algorithms and Hardness for Linear Algebra on Geometric Graphs | FOCS 2020 | null | null | null | cs.DS cs.CC cs.LG stat.ML | http://creativecommons.org/licenses/by-sa/4.0/ | For a function $\mathsf{K} : \mathbb{R}^{d} \times \mathbb{R}^{d} \to
\mathbb{R}_{\geq 0}$, and a set $P = \{ x_1, \ldots, x_n\} \subset
\mathbb{R}^d$ of $n$ points, the $\mathsf{K}$ graph $G_P$ of $P$ is the
complete graph on $n$ nodes where the weight between nodes $i$ and $j$ is given
by $\mathsf{K}(x_i, x_j)$. In... | [
{
"created": "Wed, 4 Nov 2020 18:35:02 GMT",
"version": "v1"
}
] | 2020-11-05 | [
[
"Alman",
"Josh",
""
],
[
"Chu",
"Timothy",
""
],
[
"Schild",
"Aaron",
""
],
[
"Song",
"Zhao",
""
]
] | For a function $\mathsf{K} : \mathbb{R}^{d} \times \mathbb{R}^{d} \to \mathbb{R}_{\geq 0}$, and a set $P = \{ x_1, \ldots, x_n\} \subset \mathbb{R}^d$ of $n$ points, the $\mathsf{K}$ graph $G_P$ of $P$ is the complete graph on $n$ nodes where the weight between nodes $i$ and $j$ is given by $\mathsf{K}(x_i, x_j)$. In t... |
2406.15482 | Juan Alamiro Berrios Moya | Juan A. Berrios Moya | Blockchain for Academic Integrity: Developing the Blockchain Academic
Credential Interoperability Protocol (BACIP) | null | null | null | null | cs.CR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This research introduces the Blockchain Academic Credential Interoperability
Protocol (BACIP), designed to significantly enhance the security, privacy, and
interoperability of verifying academic credentials globally, addressing the
widespread issue of academic fraud. BACIP integrates dual blockchain
architecture, sma... | [
{
"created": "Mon, 17 Jun 2024 06:11:51 GMT",
"version": "v1"
}
] | 2024-06-25 | [
[
"Moya",
"Juan A. Berrios",
""
]
] | This research introduces the Blockchain Academic Credential Interoperability Protocol (BACIP), designed to significantly enhance the security, privacy, and interoperability of verifying academic credentials globally, addressing the widespread issue of academic fraud. BACIP integrates dual blockchain architecture, smart... |
1812.01947 | Renaud-Alexandre Pitaval | Renaud-Alexandre Pitaval | Channel Shortening by Large Multiantenna Precoding in OFDM | null | IEEE Transactions on Communications, 2021 | 10.1109/TCOMM.2021.3056117 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A channel delay spread larger than the cyclic prefix (CP) creates
inter-carrier/symbol interference (ISI/ICI) in orthogonal frequency-division
multiplexing (OFDM). Recent interests in low-latency applications have
motivated the usage of shorter OFDM symbols where one can either downscale the
CP at the cost of interfe... | [
{
"created": "Wed, 5 Dec 2018 12:11:37 GMT",
"version": "v1"
},
{
"created": "Thu, 23 May 2019 14:33:52 GMT",
"version": "v2"
},
{
"created": "Wed, 22 Apr 2020 09:17:15 GMT",
"version": "v3"
},
{
"created": "Thu, 11 Feb 2021 10:30:52 GMT",
"version": "v4"
}
] | 2021-02-12 | [
[
"Pitaval",
"Renaud-Alexandre",
""
]
] | A channel delay spread larger than the cyclic prefix (CP) creates inter-carrier/symbol interference (ISI/ICI) in orthogonal frequency-division multiplexing (OFDM). Recent interests in low-latency applications have motivated the usage of shorter OFDM symbols where one can either downscale the CP at the cost of interfere... |
1510.04420 | Paramjot Kaur Sarao | Paramjot Kaur Sarao, Puneet Mittal, Rupinder Kaur | Narrative Science Systems: A Review | null | International Journal of Research in Computer Science, 5(1), 2015,
pp 9-14 | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automatic narration of events and entities is the need of the hour,
especially when live reporting is critical and volume of information to be
narrated is huge. This paper discusses the challenges in this context, along
with the algorithms used to build such systems. From a systematic study, we can
infer that most of... | [
{
"created": "Thu, 15 Oct 2015 07:06:39 GMT",
"version": "v1"
}
] | 2015-10-16 | [
[
"Sarao",
"Paramjot Kaur",
""
],
[
"Mittal",
"Puneet",
""
],
[
"Kaur",
"Rupinder",
""
]
] | Automatic narration of events and entities is the need of the hour, especially when live reporting is critical and volume of information to be narrated is huge. This paper discusses the challenges in this context, along with the algorithms used to build such systems. From a systematic study, we can infer that most of t... |
2101.06030 | Yunlong Wang | Samuel Rhys Cox, Yunlong Wang, Ashraf Abdul, Christian von der Weth,
Brian Y. Lim | Directed Diversity: Leveraging Language Embedding Distances for
Collective Creativity in Crowd Ideation | CHI 2021 | null | 10.1145/3411764.3445782 | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Crowdsourcing can collect many diverse ideas by prompting ideators
individually, but this can generate redundant ideas. Prior methods reduce
redundancy by presenting peers' ideas or peer-proposed prompts, but these
require much human coordination. We introduce Directed Diversity, an automatic
prompt selection approac... | [
{
"created": "Fri, 15 Jan 2021 09:36:05 GMT",
"version": "v1"
}
] | 2021-01-18 | [
[
"Cox",
"Samuel Rhys",
""
],
[
"Wang",
"Yunlong",
""
],
[
"Abdul",
"Ashraf",
""
],
[
"von der Weth",
"Christian",
""
],
[
"Lim",
"Brian Y.",
""
]
] | Crowdsourcing can collect many diverse ideas by prompting ideators individually, but this can generate redundant ideas. Prior methods reduce redundancy by presenting peers' ideas or peer-proposed prompts, but these require much human coordination. We introduce Directed Diversity, an automatic prompt selection approach ... |
2108.02555 | Valery Ilin | Valery Ilin, Ivan Kalinov, Pavel Karpyshev, Dzmitry Tsetserukou | DeepScanner: a Robotic System for Automated 2D Object Dataset Collection
with Annotations | Accepted to 26th International Conference on Emerging Technologies
and Factory Automation (ETFA) 2021, IEEE copyright, 8 pages, 10 figures | null | null | null | cs.RO cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the proposed study, we describe the possibility of automated dataset
collection using an articulated robot. The proposed technology reduces the
number of pixel errors on a polygonal dataset and the time spent on manual
labeling of 2D objects. The paper describes a novel automatic dataset
collection and annotation ... | [
{
"created": "Thu, 5 Aug 2021 12:21:18 GMT",
"version": "v1"
}
] | 2021-08-06 | [
[
"Ilin",
"Valery",
""
],
[
"Kalinov",
"Ivan",
""
],
[
"Karpyshev",
"Pavel",
""
],
[
"Tsetserukou",
"Dzmitry",
""
]
] | In the proposed study, we describe the possibility of automated dataset collection using an articulated robot. The proposed technology reduces the number of pixel errors on a polygonal dataset and the time spent on manual labeling of 2D objects. The paper describes a novel automatic dataset collection and annotation sy... |
1801.01803 | Igor Kadota | Igor Kadota, Abhishek Sinha, Elif Uysal-Biyikoglu, Rahul Singh and
Eytan Modiano | Scheduling Policies for Minimizing Age of Information in Broadcast
Wireless Networks | null | null | null | null | cs.NI cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a wireless broadcast network with a base station sending
time-sensitive information to a number of clients through unreliable channels.
The Age of Information (AoI), namely the amount of time that elapsed since the
most recently delivered packet was generated, captures the freshness of the
information. We... | [
{
"created": "Fri, 5 Jan 2018 15:53:28 GMT",
"version": "v1"
}
] | 2018-01-08 | [
[
"Kadota",
"Igor",
""
],
[
"Sinha",
"Abhishek",
""
],
[
"Uysal-Biyikoglu",
"Elif",
""
],
[
"Singh",
"Rahul",
""
],
[
"Modiano",
"Eytan",
""
]
] | We consider a wireless broadcast network with a base station sending time-sensitive information to a number of clients through unreliable channels. The Age of Information (AoI), namely the amount of time that elapsed since the most recently delivered packet was generated, captures the freshness of the information. We f... |
2109.07100 | Dong Zhao | Dong Zhao, Jia Li, Hongyu Li, and Long Xu | Complementary Feature Enhanced Network with Vision Transformer for Image
Dehazing | 12 pages,10 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conventional CNNs-based dehazing models suffer from two essential issues: the
dehazing framework (limited in interpretability) and the convolution layers
(content-independent and ineffective to learn long-range dependency
information). In this paper, firstly, we propose a new complementary feature
enhanced framework,... | [
{
"created": "Wed, 15 Sep 2021 06:13:22 GMT",
"version": "v1"
},
{
"created": "Sat, 18 Sep 2021 04:37:52 GMT",
"version": "v2"
},
{
"created": "Wed, 5 Jan 2022 03:05:45 GMT",
"version": "v3"
}
] | 2022-01-06 | [
[
"Zhao",
"Dong",
""
],
[
"Li",
"Jia",
""
],
[
"Li",
"Hongyu",
""
],
[
"Xu",
"Long",
""
]
] | Conventional CNNs-based dehazing models suffer from two essential issues: the dehazing framework (limited in interpretability) and the convolution layers (content-independent and ineffective to learn long-range dependency information). In this paper, firstly, we propose a new complementary feature enhanced framework, i... |
2102.13453 | Jeyamohan Neera | Jeyamohan Neera, Xiaomin Chen, Nauman Aslam, Kezhi Wang and Zhan Shu | Private and Utility Enhanced Recommendations with Local Differential
Privacy and Gaussian Mixture Model | 12 pages | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recommendation systems rely heavily on users behavioural and preferential
data (e.g. ratings, likes) to produce accurate recommendations. However, users
experience privacy concerns due to unethical data aggregation and analytical
practices carried out by the Service Providers (SP). Local differential privacy
(LDP) ba... | [
{
"created": "Fri, 26 Feb 2021 13:15:23 GMT",
"version": "v1"
},
{
"created": "Sat, 6 Mar 2021 09:42:30 GMT",
"version": "v2"
}
] | 2021-03-09 | [
[
"Neera",
"Jeyamohan",
""
],
[
"Chen",
"Xiaomin",
""
],
[
"Aslam",
"Nauman",
""
],
[
"Wang",
"Kezhi",
""
],
[
"Shu",
"Zhan",
""
]
] | Recommendation systems rely heavily on users behavioural and preferential data (e.g. ratings, likes) to produce accurate recommendations. However, users experience privacy concerns due to unethical data aggregation and analytical practices carried out by the Service Providers (SP). Local differential privacy (LDP) base... |
2306.10050 | Qinyi Chen | Qinyi Chen, Jason Cheuk Nam Liang, Negin Golrezaei, Djallel Bouneffouf | Interpolating Item and User Fairness in Multi-Sided Recommendations | null | null | null | null | cs.IR cs.CY cs.GT cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Today's online platforms heavily lean on algorithmic recommendations for
bolstering user engagement and driving revenue. However, these recommendations
can impact multiple stakeholders simultaneously -- the platform, items
(sellers), and users (customers) -- each with their unique objectives, making
it difficult to f... | [
{
"created": "Mon, 12 Jun 2023 15:00:58 GMT",
"version": "v1"
},
{
"created": "Sat, 21 Oct 2023 17:56:55 GMT",
"version": "v2"
},
{
"created": "Sat, 25 May 2024 23:07:36 GMT",
"version": "v3"
}
] | 2024-05-28 | [
[
"Chen",
"Qinyi",
""
],
[
"Liang",
"Jason Cheuk Nam",
""
],
[
"Golrezaei",
"Negin",
""
],
[
"Bouneffouf",
"Djallel",
""
]
] | Today's online platforms heavily lean on algorithmic recommendations for bolstering user engagement and driving revenue. However, these recommendations can impact multiple stakeholders simultaneously -- the platform, items (sellers), and users (customers) -- each with their unique objectives, making it difficult to fin... |
1512.09363 | Valmir Barbosa | Fabiano de S. Oliveira, Valmir C. Barbosa | Counting independent terms in big-oh notation | null | Optimization Letters 11 (2017), 1757-1765 | 10.1007/s11590-016-1092-7 | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The field of computational complexity is concerned both with the intrinsic
hardness of computational problems and with the efficiency of algorithms to
solve them. Given such a problem, normally one designs an algorithm to solve it
and sets about establishing bounds on its performance as functions of the
algorithm's v... | [
{
"created": "Thu, 31 Dec 2015 20:47:11 GMT",
"version": "v1"
}
] | 2017-11-13 | [
[
"Oliveira",
"Fabiano de S.",
""
],
[
"Barbosa",
"Valmir C.",
""
]
] | The field of computational complexity is concerned both with the intrinsic hardness of computational problems and with the efficiency of algorithms to solve them. Given such a problem, normally one designs an algorithm to solve it and sets about establishing bounds on its performance as functions of the algorithm's var... |
1703.03147 | Mahmoud Abo Khamis | Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra | Juggling Functions Inside a Database | arXiv admin note: text overlap with arXiv:1504.04044 | null | null | null | cs.DB cs.DS cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We define and study the Functional Aggregate Query (FAQ) problem, which
captures common computational tasks across a very wide range of domains
including relational databases, logic, matrix and tensor computation,
probabilistic graphical models, constraint satisfaction, and signal processing.
Simply put, an FAQ is a ... | [
{
"created": "Thu, 9 Mar 2017 06:08:01 GMT",
"version": "v1"
}
] | 2017-03-10 | [
[
"Khamis",
"Mahmoud Abo",
""
],
[
"Ngo",
"Hung Q.",
""
],
[
"Rudra",
"Atri",
""
]
] | We define and study the Functional Aggregate Query (FAQ) problem, which captures common computational tasks across a very wide range of domains including relational databases, logic, matrix and tensor computation, probabilistic graphical models, constraint satisfaction, and signal processing. Simply put, an FAQ is a de... |
2407.04929 | Shuangyu Xie | Di Wang, Chengsong Hu, Shuangyu Xie, Joe Johnson, Hojun Ji, Yingtao
Jiang, Muthukumar Bagavathiannan, and Dezhen Song | Toward Precise Robotic Weed Flaming Using a Mobile Manipulator with a
Flamethrower | IROS 2024 | null | null | null | cs.RO | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Robotic weed flaming is a new and environmentally friendly approach to weed
removal in the agricultural field. Using a mobile manipulator equipped with a
flamethrower, we design a new system and algorithm to enable effective weed
flaming, which requires robotic manipulation with a soft and deformable end
effector, as... | [
{
"created": "Sat, 6 Jul 2024 02:43:12 GMT",
"version": "v1"
}
] | 2024-07-09 | [
[
"Wang",
"Di",
""
],
[
"Hu",
"Chengsong",
""
],
[
"Xie",
"Shuangyu",
""
],
[
"Johnson",
"Joe",
""
],
[
"Ji",
"Hojun",
""
],
[
"Jiang",
"Yingtao",
""
],
[
"Bagavathiannan",
"Muthukumar",
""
],
[
"Song... | Robotic weed flaming is a new and environmentally friendly approach to weed removal in the agricultural field. Using a mobile manipulator equipped with a flamethrower, we design a new system and algorithm to enable effective weed flaming, which requires robotic manipulation with a soft and deformable end effector, as t... |
2308.03819 | Zhiqian Chen | Zijian Zhang, Zonghan Zhang, Zhiqian Chen | XFlow: Benchmarking Flow Behaviors over Graphs | null | null | null | null | cs.SI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The occurrence of diffusion on a graph is a prevalent and significant
phenomenon, as evidenced by the spread of rumors, influenza-like viruses, smart
grid failures, and similar events. Comprehending the behaviors of flow is a
formidable task, due to the intricate interplay between the distribution of
seeds that initi... | [
{
"created": "Mon, 7 Aug 2023 14:49:22 GMT",
"version": "v1"
}
] | 2023-08-09 | [
[
"Zhang",
"Zijian",
""
],
[
"Zhang",
"Zonghan",
""
],
[
"Chen",
"Zhiqian",
""
]
] | The occurrence of diffusion on a graph is a prevalent and significant phenomenon, as evidenced by the spread of rumors, influenza-like viruses, smart grid failures, and similar events. Comprehending the behaviors of flow is a formidable task, due to the intricate interplay between the distribution of seeds that initiat... |
2204.06326 | Katja Ludwig | Katja Ludwig, Daniel Kienzle, Rainer Lienhart | Recognition of Freely Selected Keypoints on Human Limbs | accepted at CVSports (CVPR 2022 Workshops) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nearly all Human Pose Estimation (HPE) datasets consist of a fixed set of
keypoints. Standard HPE models trained on such datasets can only detect these
keypoints. If more points are desired, they have to be manually annotated and
the model needs to be retrained. Our approach leverages the Vision Transformer
architect... | [
{
"created": "Wed, 13 Apr 2022 11:58:28 GMT",
"version": "v1"
}
] | 2022-04-14 | [
[
"Ludwig",
"Katja",
""
],
[
"Kienzle",
"Daniel",
""
],
[
"Lienhart",
"Rainer",
""
]
] | Nearly all Human Pose Estimation (HPE) datasets consist of a fixed set of keypoints. Standard HPE models trained on such datasets can only detect these keypoints. If more points are desired, they have to be manually annotated and the model needs to be retrained. Our approach leverages the Vision Transformer architectur... |
2303.13223 | Zixuan Ding | Zixuan Ding, Ao Wang, Hui Chen, Qiang Zhang, Pengzhang Liu, Yongjun
Bao, Weipeng Yan, Jungong Han | Exploring Structured Semantic Prior for Multi Label Recognition with
Incomplete Labels | null | IEEE/CVF Conference on Computer Vision and Pattern Recognition
2023 | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Multi-label recognition (MLR) with incomplete labels is very challenging.
Recent works strive to explore the image-to-label correspondence in the
vision-language model, \ie, CLIP, to compensate for insufficient annotations.
In spite of promising performance, they generally overlook the valuable prior
about the label-... | [
{
"created": "Thu, 23 Mar 2023 12:39:20 GMT",
"version": "v1"
},
{
"created": "Fri, 24 Mar 2023 04:36:27 GMT",
"version": "v2"
},
{
"created": "Wed, 3 May 2023 12:26:52 GMT",
"version": "v3"
},
{
"created": "Wed, 3 May 2023 12:31:20 GMT",
"version": "v4"
},
{
"cre... | 2023-07-12 | [
[
"Ding",
"Zixuan",
""
],
[
"Wang",
"Ao",
""
],
[
"Chen",
"Hui",
""
],
[
"Zhang",
"Qiang",
""
],
[
"Liu",
"Pengzhang",
""
],
[
"Bao",
"Yongjun",
""
],
[
"Yan",
"Weipeng",
""
],
[
"Han",
"Jungong",... | Multi-label recognition (MLR) with incomplete labels is very challenging. Recent works strive to explore the image-to-label correspondence in the vision-language model, \ie, CLIP, to compensate for insufficient annotations. In spite of promising performance, they generally overlook the valuable prior about the label-to... |
2110.06467 | Guochen Yu | Guochen Yu, Andong Li, Chengshi Zheng, Yinuo Guo, Yutian Wang, Hui
Wang | Dual-branch Attention-In-Attention Transformer for single-channel speech
enhancement | Accepted by ICASSP 2022 | null | null | null | cs.SD cs.AI eess.AS | http://creativecommons.org/licenses/by/4.0/ | Curriculum learning begins to thrive in the speech enhancement area, which
decouples the original spectrum estimation task into multiple easier sub-tasks
to achieve better performance. Motivated by that, we propose a dual-branch
attention-in-attention transformer dubbed DB-AIAT to handle both coarse- and
fine-grained... | [
{
"created": "Wed, 13 Oct 2021 03:03:49 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Oct 2021 14:51:13 GMT",
"version": "v2"
},
{
"created": "Fri, 5 Nov 2021 09:09:21 GMT",
"version": "v3"
},
{
"created": "Mon, 24 Jan 2022 02:22:36 GMT",
"version": "v4"
},
{
"cr... | 2022-02-15 | [
[
"Yu",
"Guochen",
""
],
[
"Li",
"Andong",
""
],
[
"Zheng",
"Chengshi",
""
],
[
"Guo",
"Yinuo",
""
],
[
"Wang",
"Yutian",
""
],
[
"Wang",
"Hui",
""
]
] | Curriculum learning begins to thrive in the speech enhancement area, which decouples the original spectrum estimation task into multiple easier sub-tasks to achieve better performance. Motivated by that, we propose a dual-branch attention-in-attention transformer dubbed DB-AIAT to handle both coarse- and fine-grained r... |
1907.05839 | Giorgio Magri | Arto Anttila, Scott Borgeson, Giorgio Magri | Equiprobable mappings in weighted constraint grammars | 10 pages; Proceedings of ACL Sigmorphon 2019 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show that MaxEnt is so rich that it can distinguish between any two
different mappings: there always exists a nonnegative weight vector which
assigns them different MaxEnt probabilities. Stochastic HG instead does admit
equiprobable mappings and we give a complete formal characterization of them.
We compare these ... | [
{
"created": "Fri, 12 Jul 2019 17:02:14 GMT",
"version": "v1"
}
] | 2019-07-15 | [
[
"Anttila",
"Arto",
""
],
[
"Borgeson",
"Scott",
""
],
[
"Magri",
"Giorgio",
""
]
] | We show that MaxEnt is so rich that it can distinguish between any two different mappings: there always exists a nonnegative weight vector which assigns them different MaxEnt probabilities. Stochastic HG instead does admit equiprobable mappings and we give a complete formal characterization of them. We compare these di... |
0901.4275 | Hyun Sung Chang | Hyun Sung Chang, Yair Weiss, William T. Freeman | Informative Sensing | 26 pages; submitted to IEEE Transactions on Information Theory | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Compressed sensing is a recent set of mathematical results showing that
sparse signals can be exactly reconstructed from a small number of linear
measurements. Interestingly, for ideal sparse signals with no measurement
noise, random measurements allow perfect reconstruction while measurements
based on principal comp... | [
{
"created": "Tue, 27 Jan 2009 16:12:00 GMT",
"version": "v1"
}
] | 2009-01-28 | [
[
"Chang",
"Hyun Sung",
""
],
[
"Weiss",
"Yair",
""
],
[
"Freeman",
"William T.",
""
]
] | Compressed sensing is a recent set of mathematical results showing that sparse signals can be exactly reconstructed from a small number of linear measurements. Interestingly, for ideal sparse signals with no measurement noise, random measurements allow perfect reconstruction while measurements based on principal compon... |
1204.3838 | Abdelmalik Moujahid | A. Moujahid, A. D'Anjou, F.J. Torrealdea and C. Sarasola | Energy cost reduction in the synchronization of a pair of nonidentical
coupled Hindmarsh-Rose neurons | null | Advances in Intelligent and Soft Computing, 2010, Volume 71/2010,
657-664 | 10.1007/978-3-642-12433-4_77 | null | cs.AI nlin.CD q-bio.NC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many biological processes involve synchronization between nonequivalent
systems, i.e, systems where the difference is limited to a rather small
parameter mismatch. The maintenance of the synchronized regime in this cases is
energetically costly \cite{1}. This work studies the energy implications of
synchronization ph... | [
{
"created": "Tue, 17 Apr 2012 16:50:25 GMT",
"version": "v1"
}
] | 2012-04-19 | [
[
"Moujahid",
"A.",
""
],
[
"D'Anjou",
"A.",
""
],
[
"Torrealdea",
"F. J.",
""
],
[
"Sarasola",
"C.",
""
]
] | Many biological processes involve synchronization between nonequivalent systems, i.e, systems where the difference is limited to a rather small parameter mismatch. The maintenance of the synchronized regime in this cases is energetically costly \cite{1}. This work studies the energy implications of synchronization phen... |
2405.10565 | Tao Huang | Tao Huang, Yang Zhou, Daqi Lin, Junqiu Zhu, Ling-Qi Yan, Kui Wu | Real-time Level-of-Detail Strand-based Hair Rendering | 12 pages, 10 figures, 1 performance plot | null | null | null | cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Strand-based hair rendering has become increasingly popular in production for
its realistic appearance. However, the prevailing level-of-detail solution
employing hair cards for distant hair models introduces a significant
discontinuity in dynamics and appearance during the transition from strands to
cards. We introd... | [
{
"created": "Fri, 17 May 2024 06:24:43 GMT",
"version": "v1"
}
] | 2024-05-20 | [
[
"Huang",
"Tao",
""
],
[
"Zhou",
"Yang",
""
],
[
"Lin",
"Daqi",
""
],
[
"Zhu",
"Junqiu",
""
],
[
"Yan",
"Ling-Qi",
""
],
[
"Wu",
"Kui",
""
]
] | Strand-based hair rendering has become increasingly popular in production for its realistic appearance. However, the prevailing level-of-detail solution employing hair cards for distant hair models introduces a significant discontinuity in dynamics and appearance during the transition from strands to cards. We introduc... |
2109.10118 | Sahil Sharma Dr. | Saurabh Kamal and Sahil Sharma | A Comprehensive Review on Summarizing Financial News Using Deep Learning | 48 Figures, 9 Tables, and 28 Pages. The Paper is under review in an
SCI Journal | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Investors make investment decisions depending on several factors such as
fundamental analysis, technical analysis, and quantitative analysis. Another
factor on which investors can make investment decisions is through sentiment
analysis of news headlines, the sole purpose of this study. Natural Language
Processing tec... | [
{
"created": "Tue, 21 Sep 2021 12:00:31 GMT",
"version": "v1"
}
] | 2021-09-22 | [
[
"Kamal",
"Saurabh",
""
],
[
"Sharma",
"Sahil",
""
]
] | Investors make investment decisions depending on several factors such as fundamental analysis, technical analysis, and quantitative analysis. Another factor on which investors can make investment decisions is through sentiment analysis of news headlines, the sole purpose of this study. Natural Language Processing techn... |
2310.02720 | Jiatong Shi | Jiatong Shi, Hirofumi Inaguma, Xutai Ma, Ilia Kulikov, Anna Sun | Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised
Learning with Masked Unit Prediction | Accepted at ICLR2024 as spotlight | null | null | null | cs.SD eess.AS | http://creativecommons.org/licenses/by-sa/4.0/ | Existing Self-Supervised Learning (SSL) models for speech typically process
speech signals at a fixed resolution of 20 milliseconds. This approach
overlooks the varying informational content present at different resolutions in
speech signals. In contrast, this paper aims to incorporate multi-resolution
information in... | [
{
"created": "Wed, 4 Oct 2023 10:52:13 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jan 2024 08:52:12 GMT",
"version": "v2"
}
] | 2024-01-31 | [
[
"Shi",
"Jiatong",
""
],
[
"Inaguma",
"Hirofumi",
""
],
[
"Ma",
"Xutai",
""
],
[
"Kulikov",
"Ilia",
""
],
[
"Sun",
"Anna",
""
]
] | Existing Self-Supervised Learning (SSL) models for speech typically process speech signals at a fixed resolution of 20 milliseconds. This approach overlooks the varying informational content present at different resolutions in speech signals. In contrast, this paper aims to incorporate multi-resolution information into... |
2101.00390 | Changhan Wang | Changhan Wang, Morgane Rivi\`ere, Ann Lee, Anne Wu, Chaitanya
Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux | VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation
Learning, Semi-Supervised Learning and Interpretation | Accepted to ACL 2021 (long paper) | null | null | null | cs.CL eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce VoxPopuli, a large-scale multilingual corpus providing 100K
hours of unlabelled speech data in 23 languages. It is the largest open data to
date for unsupervised representation learning as well as semi-supervised
learning. VoxPopuli also contains 1.8K hours of transcribed speeches in 16
languages and the... | [
{
"created": "Sat, 2 Jan 2021 07:24:21 GMT",
"version": "v1"
},
{
"created": "Tue, 27 Jul 2021 04:04:57 GMT",
"version": "v2"
}
] | 2021-07-28 | [
[
"Wang",
"Changhan",
""
],
[
"Rivière",
"Morgane",
""
],
[
"Lee",
"Ann",
""
],
[
"Wu",
"Anne",
""
],
[
"Talnikar",
"Chaitanya",
""
],
[
"Haziza",
"Daniel",
""
],
[
"Williamson",
"Mary",
""
],
[
"Pino... | We introduce VoxPopuli, a large-scale multilingual corpus providing 100K hours of unlabelled speech data in 23 languages. It is the largest open data to date for unsupervised representation learning as well as semi-supervised learning. VoxPopuli also contains 1.8K hours of transcribed speeches in 16 languages and their... |
1607.01477 | Tim Moon | Tim Moon and Jack Poulson | Accelerating eigenvector and pseudospectra computation using blocked
multi-shift triangular solves | 20 pages, 6 figures | null | null | null | cs.MS cs.NA math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-shift triangular solves are basic linear algebra calculations with
applications in eigenvector and pseudospectra computation. We propose blocked
algorithms that efficiently exploit Level 3 BLAS to perform multi-shift
triangular solves and safe multi-shift triangular solves. Numerical experiments
indicate that c... | [
{
"created": "Wed, 6 Jul 2016 04:19:04 GMT",
"version": "v1"
},
{
"created": "Sat, 30 Jul 2016 16:52:39 GMT",
"version": "v2"
}
] | 2016-08-02 | [
[
"Moon",
"Tim",
""
],
[
"Poulson",
"Jack",
""
]
] | Multi-shift triangular solves are basic linear algebra calculations with applications in eigenvector and pseudospectra computation. We propose blocked algorithms that efficiently exploit Level 3 BLAS to perform multi-shift triangular solves and safe multi-shift triangular solves. Numerical experiments indicate that com... |
2210.11334 | Jiasi Weng | Jiasi Weng, Shenglong Yao, Yuefeng Du, Junjie Huang, Jian Weng, Cong
Wang | Proof of Unlearning: Definitions and Instantiation | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | The "Right to be Forgotten" rule in machine learning (ML) practice enables
some individual data to be deleted from a trained model, as pursued by recently
developed machine unlearning techniques. To truly comply with the rule, a
natural and necessary step is to verify if the individual data are indeed
deleted after u... | [
{
"created": "Thu, 20 Oct 2022 15:12:19 GMT",
"version": "v1"
},
{
"created": "Fri, 21 Oct 2022 09:34:56 GMT",
"version": "v2"
}
] | 2022-10-24 | [
[
"Weng",
"Jiasi",
""
],
[
"Yao",
"Shenglong",
""
],
[
"Du",
"Yuefeng",
""
],
[
"Huang",
"Junjie",
""
],
[
"Weng",
"Jian",
""
],
[
"Wang",
"Cong",
""
]
] | The "Right to be Forgotten" rule in machine learning (ML) practice enables some individual data to be deleted from a trained model, as pursued by recently developed machine unlearning techniques. To truly comply with the rule, a natural and necessary step is to verify if the individual data are indeed deleted after unl... |
2211.08891 | Ga\"etan Staquet | V\'eronique Bruy\`ere, Guillermo A. Perez, Ga\"etan Staquet | Validating Streaming JSON Documents with Learned VPAs | 46 pages, 10 figures, published at TACAS 2023 | Tools and Algorithms for the Construction and Analysis of Systems
(TACAS) 2023, pp. 271-289 | 10.1007/978-3-031-30823-9_14 | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a new streaming algorithm to validate JSON documents against a set
of constraints given as a JSON schema. Among the possible values a JSON
document can hold, objects are unordered collections of key-value pairs while
arrays are ordered collections of values. We prove that there always exists a
visibly push... | [
{
"created": "Wed, 16 Nov 2022 12:55:32 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Mar 2023 15:09:04 GMT",
"version": "v2"
}
] | 2023-05-15 | [
[
"Bruyère",
"Véronique",
""
],
[
"Perez",
"Guillermo A.",
""
],
[
"Staquet",
"Gaëtan",
""
]
] | We present a new streaming algorithm to validate JSON documents against a set of constraints given as a JSON schema. Among the possible values a JSON document can hold, objects are unordered collections of key-value pairs while arrays are ordered collections of values. We prove that there always exists a visibly pushdo... |
1802.05249 | Matthew Staib | Matthew Staib, Bryan Wilder, Stefanie Jegelka | Distributionally Robust Submodular Maximization | null | null | null | null | cs.LG math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Submodular functions have applications throughout machine learning, but in
many settings, we do not have direct access to the underlying function $f$. We
focus on stochastic functions that are given as an expectation of functions
over a distribution $P$. In practice, we often have only a limited set of
samples $f_i$ ... | [
{
"created": "Wed, 14 Feb 2018 18:16:43 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Jun 2018 02:06:25 GMT",
"version": "v2"
}
] | 2018-06-07 | [
[
"Staib",
"Matthew",
""
],
[
"Wilder",
"Bryan",
""
],
[
"Jegelka",
"Stefanie",
""
]
] | Submodular functions have applications throughout machine learning, but in many settings, we do not have direct access to the underlying function $f$. We focus on stochastic functions that are given as an expectation of functions over a distribution $P$. In practice, we often have only a limited set of samples $f_i$ fr... |
2305.19902 | Jia Guo | Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li, Lidong Bing | AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented
Generative Approach | Findings of ACL 2023 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Argument mining involves multiple sub-tasks that automatically identify
argumentative elements, such as claim detection, evidence extraction, stance
classification, etc. However, each subtask alone is insufficient for a thorough
understanding of the argumentative structure and reasoning process. To learn a
complete v... | [
{
"created": "Wed, 31 May 2023 14:35:53 GMT",
"version": "v1"
}
] | 2023-06-01 | [
[
"Guo",
"Jia",
""
],
[
"Cheng",
"Liying",
""
],
[
"Zhang",
"Wenxuan",
""
],
[
"Kok",
"Stanley",
""
],
[
"Li",
"Xin",
""
],
[
"Bing",
"Lidong",
""
]
] | Argument mining involves multiple sub-tasks that automatically identify argumentative elements, such as claim detection, evidence extraction, stance classification, etc. However, each subtask alone is insufficient for a thorough understanding of the argumentative structure and reasoning process. To learn a complete vie... |
1606.03875 | Pablo Gomez Esteban | Pablo G\'omez Esteban, Hoang-Long Cao, Albert De Beir, Greet Van de
Perre, Dirk Lefeber and Bram Vanderborght | A multilayer reactive system for robots interacting with children with
autism | 5th International Symposium on New Frontiers in Human-Robot
Interaction 2016 (arXiv:1602.05456) | null | null | AISB-NFHRI/2016/10 | cs.RO cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | There is a lack of autonomy on traditional Robot-Assisted Therapy systems
interacting with children with autism. To overcome this limitation a supervised
autonomous robot controller is being built. In this paper we present a
multilayer reactive system within such controller. The goal of this Reactive
system is to all... | [
{
"created": "Mon, 13 Jun 2016 09:42:14 GMT",
"version": "v1"
}
] | 2016-06-14 | [
[
"Esteban",
"Pablo Gómez",
""
],
[
"Cao",
"Hoang-Long",
""
],
[
"De Beir",
"Albert",
""
],
[
"Van de Perre",
"Greet",
""
],
[
"Lefeber",
"Dirk",
""
],
[
"Vanderborght",
"Bram",
""
]
] | There is a lack of autonomy on traditional Robot-Assisted Therapy systems interacting with children with autism. To overcome this limitation a supervised autonomous robot controller is being built. In this paper we present a multilayer reactive system within such controller. The goal of this Reactive system is to allow... |
2107.08598 | Guangda Huzhang | Xuesi Wang, Guangda Huzhang, Qianying Lin, Qing Da | Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Ensemble models in E-commerce combine predictions from multiple sub-models
for ranking and revenue improvement. Industrial ensemble models are typically
deep neural networks, following the supervised learning paradigm to infer
conversion rate given inputs from sub-models. However, this process has the
following two p... | [
{
"created": "Mon, 19 Jul 2021 03:24:06 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Aug 2021 08:52:14 GMT",
"version": "v2"
},
{
"created": "Thu, 2 Feb 2023 03:21:47 GMT",
"version": "v3"
}
] | 2023-02-03 | [
[
"Wang",
"Xuesi",
""
],
[
"Huzhang",
"Guangda",
""
],
[
"Lin",
"Qianying",
""
],
[
"Da",
"Qing",
""
]
] | Ensemble models in E-commerce combine predictions from multiple sub-models for ranking and revenue improvement. Industrial ensemble models are typically deep neural networks, following the supervised learning paradigm to infer conversion rate given inputs from sub-models. However, this process has the following two pro... |
2405.11347 | Samira Shirzadehhajimahmood | Samira Shirzadeh-hajimahmood, I. S. W. B. Prasteya, Mehdi Dastani,
Frank Dignum | Cooperative Multi-agent Approach for Automated Computer Game Testing | null | null | null | null | cs.SE cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automated testing of computer games is a challenging problem, especially when
lengthy scenarios have to be tested. Automating such a scenario boils down to
finding the right sequence of interactions given an abstract description of the
scenario. Recent works have shown that an agent-based approach works well for
the ... | [
{
"created": "Sat, 18 May 2024 17:31:26 GMT",
"version": "v1"
}
] | 2024-05-21 | [
[
"Shirzadeh-hajimahmood",
"Samira",
""
],
[
"Prasteya",
"I. S. W. B.",
""
],
[
"Dastani",
"Mehdi",
""
],
[
"Dignum",
"Frank",
""
]
] | Automated testing of computer games is a challenging problem, especially when lengthy scenarios have to be tested. Automating such a scenario boils down to finding the right sequence of interactions given an abstract description of the scenario. Recent works have shown that an agent-based approach works well for the pu... |
2406.16949 | Jiaming Yan | Jiaming Yan | Fair Differentiable Neural Network Architecture Search for Long-Tailed
Data with Self-Supervised Learning | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advancements in artificial intelligence (AI) have positioned deep
learning (DL) as a pivotal technology in fields like computer vision, data
mining, and natural language processing. A critical factor in DL performance is
the selection of neural network architecture. Traditional predefined
architectures often f... | [
{
"created": "Wed, 19 Jun 2024 12:39:02 GMT",
"version": "v1"
}
] | 2024-06-26 | [
[
"Yan",
"Jiaming",
""
]
] | Recent advancements in artificial intelligence (AI) have positioned deep learning (DL) as a pivotal technology in fields like computer vision, data mining, and natural language processing. A critical factor in DL performance is the selection of neural network architecture. Traditional predefined architectures often fai... |
1205.6658 | Michel Feldmann | Michel Feldmann | Solving satisfiability by Bayesian inference | This version V5: Editorial revisions. 11 pages, no figure. (Initial
title:From classical versus quantum algorithms to P versus NP). Additional
comments on relations with quantum computing in arXiv: 1312.7551 | null | null | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We demonstrate that any logical problem can be solved by Bayesian inference.
In this approach, the distinction between complexity classes vanishes. The
method is illustrated by solving the 3-SAT problem in polynomial time. Beyond
this, Bayesian inference could be the background of artificial neural network
theory.
| [
{
"created": "Wed, 30 May 2012 13:06:28 GMT",
"version": "v1"
},
{
"created": "Mon, 20 Aug 2012 09:55:58 GMT",
"version": "v2"
},
{
"created": "Thu, 13 Nov 2014 12:47:52 GMT",
"version": "v3"
},
{
"created": "Fri, 24 Jan 2020 09:48:15 GMT",
"version": "v4"
},
{
"c... | 2020-02-05 | [
[
"Feldmann",
"Michel",
""
]
] | We demonstrate that any logical problem can be solved by Bayesian inference. In this approach, the distinction between complexity classes vanishes. The method is illustrated by solving the 3-SAT problem in polynomial time. Beyond this, Bayesian inference could be the background of artificial neural network theory. |
1509.05338 | Jaderick Pabico | Reginald Neil C. Recario, Marie Betel B. de Robles, Kristine Elaine P.
Bautista, Jaderick P. Pabico | Social Loafing Among Members of Undergraduate Software Engineering
Groups: Persistence of Perception Seven Years After | 16 pages, 5 figures, contributed article submitted to the 13th
National Conference on Information Technology Education(NCITE 2015), Angeles
University Foundation, Angeles City, Pampanga, Philippines, 22-24 October
2015. arXiv admin note: text overlap with arXiv:1507.08345 | null | null | null | cs.CY | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We surveyed 169 undergraduate students who are enrolled in various courses.
They were members of software engineering groups formed to solve various
real-world computational problems by implementing software projects as part of
the requirements of the course. This time, our analysis show that task
visibility is negat... | [
{
"created": "Thu, 17 Sep 2015 17:16:42 GMT",
"version": "v1"
}
] | 2015-09-18 | [
[
"Recario",
"Reginald Neil C.",
""
],
[
"de Robles",
"Marie Betel B.",
""
],
[
"Bautista",
"Kristine Elaine P.",
""
],
[
"Pabico",
"Jaderick P.",
""
]
] | We surveyed 169 undergraduate students who are enrolled in various courses. They were members of software engineering groups formed to solve various real-world computational problems by implementing software projects as part of the requirements of the course. This time, our analysis show that task visibility is negativ... |
2304.14516 | Valdecy Pereira | Valdecy Pereira, Marcio Pereira Basilio, Carlos Henrique Tarjano
Santos | pyBibX -- A Python Library for Bibliometric and Scientometric Analysis
Powered with Artificial Intelligence Tools | 30 pages, 12 figures, 6 tables | null | null | null | cs.DL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Bibliometric and Scientometric analyses offer invaluable perspectives on the
complex research terrain and collaborative dynamics spanning diverse academic
disciplines. This paper presents pyBibX, a python library devised to conduct
comprehensive bibliometric and scientometric analyses on raw data files sourced
from S... | [
{
"created": "Thu, 27 Apr 2023 20:06:07 GMT",
"version": "v1"
}
] | 2023-05-01 | [
[
"Pereira",
"Valdecy",
""
],
[
"Basilio",
"Marcio Pereira",
""
],
[
"Santos",
"Carlos Henrique Tarjano",
""
]
] | Bibliometric and Scientometric analyses offer invaluable perspectives on the complex research terrain and collaborative dynamics spanning diverse academic disciplines. This paper presents pyBibX, a python library devised to conduct comprehensive bibliometric and scientometric analyses on raw data files sourced from Sco... |
2305.06221 | YiQi Wang | Yingjie Tian, Yiqi Wang, Xianda Guo, Zheng Zhu, Long Chen | Multi-Prompt with Depth Partitioned Cross-Modal Learning | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, soft prompt learning methods have been proposed to fine-tune
large-scale vision-language pre-trained models for various downstream tasks.
These methods typically combine learnable textual tokens with class tokens as
input for models with frozen parameters. However, they often employ a single
prompt t... | [
{
"created": "Wed, 10 May 2023 14:54:29 GMT",
"version": "v1"
},
{
"created": "Thu, 25 May 2023 08:57:14 GMT",
"version": "v2"
},
{
"created": "Tue, 5 Sep 2023 01:56:58 GMT",
"version": "v3"
},
{
"created": "Tue, 30 Apr 2024 10:39:19 GMT",
"version": "v4"
}
] | 2024-05-01 | [
[
"Tian",
"Yingjie",
""
],
[
"Wang",
"Yiqi",
""
],
[
"Guo",
"Xianda",
""
],
[
"Zhu",
"Zheng",
""
],
[
"Chen",
"Long",
""
]
] | In recent years, soft prompt learning methods have been proposed to fine-tune large-scale vision-language pre-trained models for various downstream tasks. These methods typically combine learnable textual tokens with class tokens as input for models with frozen parameters. However, they often employ a single prompt to ... |
2406.12104 | Karime Maamari | Karime Maamari, Amine Mhedhbi | End-to-end Text-to-SQL Generation within an Analytics Insight Engine | null | null | null | null | cs.CL cs.AI cs.DB cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recent advancements in Text-to-SQL have pushed database management systems
towards greater democratization of data access. Today's language models are at
the core of these advancements. They enable impressive Text-to-SQL generation
as experienced in the development of Distyl AI's Analytics Insight Engine. Its
early d... | [
{
"created": "Mon, 17 Jun 2024 21:33:01 GMT",
"version": "v1"
}
] | 2024-06-19 | [
[
"Maamari",
"Karime",
""
],
[
"Mhedhbi",
"Amine",
""
]
] | Recent advancements in Text-to-SQL have pushed database management systems towards greater democratization of data access. Today's language models are at the core of these advancements. They enable impressive Text-to-SQL generation as experienced in the development of Distyl AI's Analytics Insight Engine. Its early dep... |
2302.02061 | Guy Tennenholtz | Guy Tennenholtz, Nadav Merlis, Lior Shani, Martin Mladenov, Craig
Boutilier | Reinforcement Learning with History-Dependent Dynamic Contexts | Published in ICML 2023 | null | null | null | cs.LG cs.AI cs.SY eess.SY stat.ML | http://creativecommons.org/licenses/by/4.0/ | We introduce Dynamic Contextual Markov Decision Processes (DCMDPs), a novel
reinforcement learning framework for history-dependent environments that
generalizes the contextual MDP framework to handle non-Markov environments,
where contexts change over time. We consider special cases of the model, with a
focus on logi... | [
{
"created": "Sat, 4 Feb 2023 01:58:21 GMT",
"version": "v1"
},
{
"created": "Thu, 18 May 2023 02:08:52 GMT",
"version": "v2"
}
] | 2023-05-19 | [
[
"Tennenholtz",
"Guy",
""
],
[
"Merlis",
"Nadav",
""
],
[
"Shani",
"Lior",
""
],
[
"Mladenov",
"Martin",
""
],
[
"Boutilier",
"Craig",
""
]
] | We introduce Dynamic Contextual Markov Decision Processes (DCMDPs), a novel reinforcement learning framework for history-dependent environments that generalizes the contextual MDP framework to handle non-Markov environments, where contexts change over time. We consider special cases of the model, with a focus on logist... |
2403.03863 | Hanzi Xu | Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin | X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot
Learning Simultaneously in Classification | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, few-shot and zero-shot learning, which learn to predict
labels with limited annotated instances, have garnered significant attention.
Traditional approaches often treat frequent-shot (freq-shot; labels with
abundant instances), few-shot, and zero-shot learning as distinct challenges,
optimizing syste... | [
{
"created": "Wed, 6 Mar 2024 17:13:24 GMT",
"version": "v1"
}
] | 2024-03-07 | [
[
"Xu",
"Hanzi",
""
],
[
"Chen",
"Muhao",
""
],
[
"Huang",
"Lifu",
""
],
[
"Vucetic",
"Slobodan",
""
],
[
"Yin",
"Wenpeng",
""
]
] | In recent years, few-shot and zero-shot learning, which learn to predict labels with limited annotated instances, have garnered significant attention. Traditional approaches often treat frequent-shot (freq-shot; labels with abundant instances), few-shot, and zero-shot learning as distinct challenges, optimizing systems... |
2209.07342 | Li-Chun Zhang | Li-Chun Zhang | Sampling for network function learning | null | null | null | null | cs.SI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Given a valued graph, where both the nodes and the edges of the graph are
associated with one or several values, any network function for a given node
must be defined in terms of that node and its connected nodes in the graph.
Generally, applying the same definition to the whole graph or any given
subgraph of it woul... | [
{
"created": "Sun, 11 Sep 2022 11:22:34 GMT",
"version": "v1"
}
] | 2022-09-16 | [
[
"Zhang",
"Li-Chun",
""
]
] | Given a valued graph, where both the nodes and the edges of the graph are associated with one or several values, any network function for a given node must be defined in terms of that node and its connected nodes in the graph. Generally, applying the same definition to the whole graph or any given subgraph of it would ... |
2403.11708 | Kaijie Ren | Kaijie Ren and Lei Zhang | Implicit Discriminative Knowledge Learning for Visible-Infrared Person
Re-Identification | CVPR 2024 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Visible-Infrared Person Re-identification (VI-ReID) is a challenging
cross-modal pedestrian retrieval task, due to significant intra-class
variations and cross-modal discrepancies among different cameras. Existing
works mainly focus on embedding images of different modalities into a unified
space to mine modality-sha... | [
{
"created": "Mon, 18 Mar 2024 12:12:45 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Mar 2024 02:48:22 GMT",
"version": "v2"
},
{
"created": "Tue, 26 Mar 2024 13:21:52 GMT",
"version": "v3"
}
] | 2024-03-27 | [
[
"Ren",
"Kaijie",
""
],
[
"Zhang",
"Lei",
""
]
] | Visible-Infrared Person Re-identification (VI-ReID) is a challenging cross-modal pedestrian retrieval task, due to significant intra-class variations and cross-modal discrepancies among different cameras. Existing works mainly focus on embedding images of different modalities into a unified space to mine modality-share... |
1910.12094 | Jui-Yang Hsu | Jui-Yang Hsu, Yuan-Jui Chen, Hung-yi Lee | Meta Learning for End-to-End Low-Resource Speech Recognition | 5 pages, submitted to ICASSP 2020 | null | null | null | cs.SD cs.CL eess.AS | http://creativecommons.org/licenses/by/4.0/ | In this paper, we proposed to apply meta learning approach for low-resource
automatic speech recognition (ASR). We formulated ASR for different languages
as different tasks, and meta-learned the initialization parameters from many
pretraining languages to achieve fast adaptation on unseen target language, via
recentl... | [
{
"created": "Sat, 26 Oct 2019 16:00:44 GMT",
"version": "v1"
}
] | 2019-10-29 | [
[
"Hsu",
"Jui-Yang",
""
],
[
"Chen",
"Yuan-Jui",
""
],
[
"Lee",
"Hung-yi",
""
]
] | In this paper, we proposed to apply meta learning approach for low-resource automatic speech recognition (ASR). We formulated ASR for different languages as different tasks, and meta-learned the initialization parameters from many pretraining languages to achieve fast adaptation on unseen target language, via recently ... |
cs/0306112 | Gabriele Garzoglio | D. Bonham, G. Garzoglio, R. Herber, J. Kowalkowski, D. Litvintsev, L.
Lueking, M. Paterno, D. Petravick, L. Piccoli, R. Pordes, N. Stanfield, I.
Terekhov, J. Trumbo, J. Tseng, S. Veseli, M. Votava, V. White, T. Huffman, S.
Stonjek, K. Waltkins, P. Crosby, D. Waters, R. St.Denis | Adapting SAM for CDF | Talk from the 2003 Computing in High Energy and Nuclear Physics
(CHEP03), La Jolla, Ca, USA, March 2003, 4 pages, pdf format, TUAT004 | ECONF C0303241:TUAT004,2003 | null | TUAT004 | cs.DC | null | The CDF and D0 experiments probe the high-energy frontier and as they do so
have accumulated hundreds of Terabytes of data on the way to petabytes of data
over the next two years. The experiments have made a commitment to use the
developing Grid based on the SAM system to handle these data. The D0 SAM has
been extend... | [
{
"created": "Wed, 18 Jun 2003 16:28:02 GMT",
"version": "v1"
}
] | 2009-01-09 | [
[
"Bonham",
"D.",
""
],
[
"Garzoglio",
"G.",
""
],
[
"Herber",
"R.",
""
],
[
"Kowalkowski",
"J.",
""
],
[
"Litvintsev",
"D.",
""
],
[
"Lueking",
"L.",
""
],
[
"Paterno",
"M.",
""
],
[
"Petravick",
... | The CDF and D0 experiments probe the high-energy frontier and as they do so have accumulated hundreds of Terabytes of data on the way to petabytes of data over the next two years. The experiments have made a commitment to use the developing Grid based on the SAM system to handle these data. The D0 SAM has been extended... |
2001.03835 | Xianzhe Xu | Xianzhe Xu, Meixia Tao, Cong Shen | Collaborative Multi-Agent Multi-Armed Bandit Learning for Small-Cell
Caching | 15 pages, 11 figures,accepted by IEEE Transcations on Wireless
Communication | null | null | null | cs.NI cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates learning-based caching in small-cell networks (SCNs)
when user preference is unknown. The goal is to optimize the cache placement in
each small base station (SBS) for minimizing the system long-term transmission
delay. We model this sequential multi-agent decision making problem in a
multi-age... | [
{
"created": "Sun, 12 Jan 2020 03:02:38 GMT",
"version": "v1"
},
{
"created": "Tue, 14 Jan 2020 05:50:05 GMT",
"version": "v2"
}
] | 2020-01-15 | [
[
"Xu",
"Xianzhe",
""
],
[
"Tao",
"Meixia",
""
],
[
"Shen",
"Cong",
""
]
] | This paper investigates learning-based caching in small-cell networks (SCNs) when user preference is unknown. The goal is to optimize the cache placement in each small base station (SBS) for minimizing the system long-term transmission delay. We model this sequential multi-agent decision making problem in a multi-agent... |
2005.04408 | Xu Yao | Xu Yao, Gilles Puy, Patrick P\'erez | Photo style transfer with consistency losses | null | In 2019 IEEE International Conference on Image Processing (ICIP)
(pp. 2314-2318). IEEE | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We address the problem of style transfer between two photos and propose a new
way to preserve photorealism. Using the single pair of photos available as
input, we train a pair of deep convolution networks (convnets), each of which
transfers the style of one photo to the other. To enforce photorealism, we
introduce a ... | [
{
"created": "Sat, 9 May 2020 09:58:06 GMT",
"version": "v1"
}
] | 2020-05-12 | [
[
"Yao",
"Xu",
""
],
[
"Puy",
"Gilles",
""
],
[
"Pérez",
"Patrick",
""
]
] | We address the problem of style transfer between two photos and propose a new way to preserve photorealism. Using the single pair of photos available as input, we train a pair of deep convolution networks (convnets), each of which transfers the style of one photo to the other. To enforce photorealism, we introduce a co... |
2103.12833 | Vincent Leon | Vincent Leon, S. Rasoul Etesami | Online Learning in Budget-Constrained Dynamic Colonel Blotto Games | null | null | 10.1007/s13235-023-00518-7 | null | cs.LG cs.GT cs.MA cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the strategic allocation of limited resources using a
Colonel Blotto game (CBG) under a dynamic setting and analyze the problem using
an online learning approach. In this model, one of the players is a learner who
has limited troops to allocate over a finite time horizon, and the other player
... | [
{
"created": "Tue, 23 Mar 2021 20:52:56 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Nov 2021 18:07:22 GMT",
"version": "v2"
},
{
"created": "Thu, 7 Jul 2022 20:36:01 GMT",
"version": "v3"
},
{
"created": "Mon, 8 May 2023 19:45:41 GMT",
"version": "v4"
}
] | 2023-09-13 | [
[
"Leon",
"Vincent",
""
],
[
"Etesami",
"S. Rasoul",
""
]
] | In this paper, we study the strategic allocation of limited resources using a Colonel Blotto game (CBG) under a dynamic setting and analyze the problem using an online learning approach. In this model, one of the players is a learner who has limited troops to allocate over a finite time horizon, and the other player is... |
2102.10864 | Judit Acs | Judit \'Acs and \'Akos K\'ad\'ar and Andr\'as Kornai | Subword Pooling Makes a Difference | null | EACL2021 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Contextual word-representations became a standard in modern natural language
processing systems. These models use subword tokenization to handle large
vocabularies and unknown words. Word-level usage of such systems requires a way
of pooling multiple subwords that correspond to a single word. In this paper we
investi... | [
{
"created": "Mon, 22 Feb 2021 09:59:30 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Mar 2021 13:32:52 GMT",
"version": "v2"
}
] | 2021-03-30 | [
[
"Ács",
"Judit",
""
],
[
"Kádár",
"Ákos",
""
],
[
"Kornai",
"András",
""
]
] | Contextual word-representations became a standard in modern natural language processing systems. These models use subword tokenization to handle large vocabularies and unknown words. Word-level usage of such systems requires a way of pooling multiple subwords that correspond to a single word. In this paper we investiga... |
1801.02827 | Esra'a Alkafaween | Esra'a O Alkafaween | Novel Methods for Enhancing the Performance of Genetic Algorithms | 88 pages, Master's thesis, Information Technology, Mutah university,
2015 | null | null | null | cs.NE cs.AI | http://creativecommons.org/licenses/by/4.0/ | In this thesis we propose new methods for crossover operator namely: cut on
worst gene (COWGC), cut on worst L+R gene (COWLRGC) and Collision Crossovers.
And also we propose several types of mutation operator such as: worst gene with
random gene mutation (WGWRGM) , worst LR gene with random gene mutation
(WLRGWRGM), ... | [
{
"created": "Tue, 9 Jan 2018 07:37:23 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Jan 2018 06:27:03 GMT",
"version": "v2"
},
{
"created": "Thu, 25 Jan 2018 18:08:15 GMT",
"version": "v3"
}
] | 2018-01-26 | [
[
"Alkafaween",
"Esra'a O",
""
]
] | In this thesis we propose new methods for crossover operator namely: cut on worst gene (COWGC), cut on worst L+R gene (COWLRGC) and Collision Crossovers. And also we propose several types of mutation operator such as: worst gene with random gene mutation (WGWRGM) , worst LR gene with random gene mutation (WLRGWRGM), wo... |
2101.07542 | Berat Kurar Barakat | Berat Kurar Barakat, Rafi Cohen, Irina Rabaev, and Jihad El-Sana | VML-MOC: Segmenting a multiply oriented and curved handwritten text
lines dataset | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | This paper publishes a natural and very complicated dataset of handwritten
documents with multiply oriented and curved text lines, namely VML-MOC dataset.
These text lines were written as remarks on the page margins by different
writers over the years. They appear at different locations within the
orientations that r... | [
{
"created": "Tue, 19 Jan 2021 10:10:45 GMT",
"version": "v1"
}
] | 2021-01-20 | [
[
"Barakat",
"Berat Kurar",
""
],
[
"Cohen",
"Rafi",
""
],
[
"Rabaev",
"Irina",
""
],
[
"El-Sana",
"Jihad",
""
]
] | This paper publishes a natural and very complicated dataset of handwritten documents with multiply oriented and curved text lines, namely VML-MOC dataset. These text lines were written as remarks on the page margins by different writers over the years. They appear at different locations within the orientations that ran... |
0901.3820 | Cheng Chang | Cheng Chang | On the rate distortion function of Bernoulli Gaussian sequences | In preparation for IEEE Transactions on IT | null | 10.1109/ISIT.2010.5513289 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the rate distortion function of the i.i.d sequence of
multiplications of a Bernoulli $p$ random variable and a gaussian random
variable $\sim N(0,1)$. We use a new technique in the derivation of the lower
bound in which we establish the duality between channel coding and lossy source
coding in... | [
{
"created": "Sat, 24 Jan 2009 10:23:44 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Chang",
"Cheng",
""
]
] | In this paper, we study the rate distortion function of the i.i.d sequence of multiplications of a Bernoulli $p$ random variable and a gaussian random variable $\sim N(0,1)$. We use a new technique in the derivation of the lower bound in which we establish the duality between channel coding and lossy source coding in t... |
1811.09150 | Chen Chen | Xiandong Meng, Xuan Deng, Shuyuan Zhu, Shuaicheng Liu, Chuan Wang,
Chen Chen, Bing Zeng | MGANet: A Robust Model for Quality Enhancement of Compressed Video | 12 pages, 12 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In video compression, most of the existing deep learning approaches
concentrate on the visual quality of a single frame, while ignoring the useful
priors as well as the temporal information of adjacent frames. In this paper,
we propose a multi-frame guided attention network (MGANet) to enhance the
quality of compress... | [
{
"created": "Thu, 22 Nov 2018 12:58:44 GMT",
"version": "v1"
},
{
"created": "Mon, 26 Nov 2018 01:46:34 GMT",
"version": "v2"
},
{
"created": "Wed, 19 Dec 2018 02:37:01 GMT",
"version": "v3"
},
{
"created": "Tue, 15 Jan 2019 12:42:36 GMT",
"version": "v4"
}
] | 2019-01-16 | [
[
"Meng",
"Xiandong",
""
],
[
"Deng",
"Xuan",
""
],
[
"Zhu",
"Shuyuan",
""
],
[
"Liu",
"Shuaicheng",
""
],
[
"Wang",
"Chuan",
""
],
[
"Chen",
"Chen",
""
],
[
"Zeng",
"Bing",
""
]
] | In video compression, most of the existing deep learning approaches concentrate on the visual quality of a single frame, while ignoring the useful priors as well as the temporal information of adjacent frames. In this paper, we propose a multi-frame guided attention network (MGANet) to enhance the quality of compressed... |
1402.2042 | Won-Yong Shin | Cheol Jeong and Won-Yong Shin | Ad Hoc Networking With Cost-Effective Infrastructure: Generalized
Capacity Scaling | 27 pages, 11 figures, Submitted to IEEE/ACM Transactions on
Networking | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Capacity scaling of a large hybrid network with unit node density, consisting
of $n$ wireless ad hoc nodes, base stations (BSs) equipped with multiple
antennas, and one remote central processor (RCP), is analyzed when wired
backhaul links between the BSs and the RCP are rate-limited. We deal with a
general scenario w... | [
{
"created": "Mon, 10 Feb 2014 05:42:08 GMT",
"version": "v1"
},
{
"created": "Mon, 28 Jul 2014 07:19:02 GMT",
"version": "v2"
}
] | 2014-07-29 | [
[
"Jeong",
"Cheol",
""
],
[
"Shin",
"Won-Yong",
""
]
] | Capacity scaling of a large hybrid network with unit node density, consisting of $n$ wireless ad hoc nodes, base stations (BSs) equipped with multiple antennas, and one remote central processor (RCP), is analyzed when wired backhaul links between the BSs and the RCP are rate-limited. We deal with a general scenario whe... |
2212.09563 | Maxwell Yin | M. Yin, B. Wang, Y. Dong, C. Ling | Source-Free Domain Adaptation for Question Answering with Masked
Self-training | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most previous unsupervised domain adaptation (UDA) methods for question
answering(QA) require access to source domain data while fine-tuning the model
for the target domain. Source domain data may, however, contain sensitive
information and may be restricted. In this study, we investigate a more
challenging setting, ... | [
{
"created": "Mon, 19 Dec 2022 15:53:12 GMT",
"version": "v1"
},
{
"created": "Sun, 17 Mar 2024 19:06:38 GMT",
"version": "v2"
}
] | 2024-03-19 | [
[
"Yin",
"M.",
""
],
[
"Wang",
"B.",
""
],
[
"Dong",
"Y.",
""
],
[
"Ling",
"C.",
""
]
] | Most previous unsupervised domain adaptation (UDA) methods for question answering(QA) require access to source domain data while fine-tuning the model for the target domain. Source domain data may, however, contain sensitive information and may be restricted. In this study, we investigate a more challenging setting, so... |
1708.06696 | Daisuke Kimura | Daisuke Kimura and Makoto Tatsuta | Decision Procedure for Entailment of Symbolic Heaps with Arrays | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper gives a decision procedure for the validity of en- tailment of
symbolic heaps in separation logic with Presburger arithmetic and arrays. The
correctness of the decision procedure is proved under the condition that sizes
of arrays in the succedent are not existentially bound. This condition is
independent o... | [
{
"created": "Tue, 22 Aug 2017 16:12:49 GMT",
"version": "v1"
},
{
"created": "Mon, 28 Aug 2017 12:35:26 GMT",
"version": "v2"
}
] | 2017-08-29 | [
[
"Kimura",
"Daisuke",
""
],
[
"Tatsuta",
"Makoto",
""
]
] | This paper gives a decision procedure for the validity of en- tailment of symbolic heaps in separation logic with Presburger arithmetic and arrays. The correctness of the decision procedure is proved under the condition that sizes of arrays in the succedent are not existentially bound. This condition is independent of ... |
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