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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1305.3803 | Hassan Mansour | Hassan Mansour and Ozgur Yilmaz | A fast randomized Kaczmarz algorithm for sparse solutions of consistent
linear systems | null | null | null | null | cs.NA cs.IT math.IT math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Kaczmarz algorithm is a popular solver for overdetermined linear systems
due to its simplicity and speed. In this paper, we propose a modification that
speeds up the convergence of the randomized Kaczmarz algorithm for systems of
linear equations with sparse solutions. The speedup is achieved by projecting
every ... | [
{
"created": "Thu, 16 May 2013 13:44:42 GMT",
"version": "v1"
}
] | 2013-05-17 | [
[
"Mansour",
"Hassan",
""
],
[
"Yilmaz",
"Ozgur",
""
]
] | The Kaczmarz algorithm is a popular solver for overdetermined linear systems due to its simplicity and speed. In this paper, we propose a modification that speeds up the convergence of the randomized Kaczmarz algorithm for systems of linear equations with sparse solutions. The speedup is achieved by projecting every it... |
2306.12457 | Ruhan Liu | Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng,
David Dagan Feng | Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in
Multi-level Districts | null | null | null | null | cs.LG cs.AI q-bio.PE | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Objective: COVID-19 has spread worldwide and made a huge influence across the
world. Modeling the infectious spread situation of COVID-19 is essential to
understand the current condition and to formulate intervention measurements.
Epidemiological equations based on the SEIR model simulate disease development.
The tra... | [
{
"created": "Wed, 21 Jun 2023 06:30:02 GMT",
"version": "v1"
}
] | 2023-06-23 | [
[
"Liu",
"Ruhan",
""
],
[
"Li",
"Jiajia",
""
],
[
"Wen",
"Yang",
""
],
[
"Li",
"Huating",
""
],
[
"Zhang",
"Ping",
""
],
[
"Sheng",
"Bin",
""
],
[
"Feng",
"David Dagan",
""
]
] | Objective: COVID-19 has spread worldwide and made a huge influence across the world. Modeling the infectious spread situation of COVID-19 is essential to understand the current condition and to formulate intervention measurements. Epidemiological equations based on the SEIR model simulate disease development. The tradi... |
2110.05702 | Homanga Bharadhwaj | Homanga Bharadhwaj | Auditing Robot Learning for Safety and Compliance during Deployment | Blue Sky paper at the 5th Conference on Robot Learning (CoRL 2021) | null | null | null | cs.RO cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Robots of the future are going to exhibit increasingly human-like and
super-human intelligence in a myriad of different tasks. They are also likely
going to fail and be incompliant with human preferences in increasingly subtle
ways. Towards the goal of achieving autonomous robots, the robot learning
community has mad... | [
{
"created": "Tue, 12 Oct 2021 02:40:11 GMT",
"version": "v1"
}
] | 2021-10-13 | [
[
"Bharadhwaj",
"Homanga",
""
]
] | Robots of the future are going to exhibit increasingly human-like and super-human intelligence in a myriad of different tasks. They are also likely going to fail and be incompliant with human preferences in increasingly subtle ways. Towards the goal of achieving autonomous robots, the robot learning community has made ... |
2304.07514 | Ahmad Khan | Ahmad Faraz Khan, Xinran Wang, Qi Le, Azal Ahmad Khan, Haider Ali, Jie
Ding, Ali Butt, Ali Anwar | PI-FL: Personalized and Incentivized Federated Learning | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Personalized FL has been widely used to cater to heterogeneity challenges
with non-IID data. A primary obstacle is considering the personalization
process from the client's perspective to preserve their autonomy. Allowing the
clients to participate in personalized FL decisions becomes significant due to
privacy and s... | [
{
"created": "Sat, 15 Apr 2023 09:02:06 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Apr 2023 15:36:55 GMT",
"version": "v2"
}
] | 2023-04-28 | [
[
"Khan",
"Ahmad Faraz",
""
],
[
"Wang",
"Xinran",
""
],
[
"Le",
"Qi",
""
],
[
"Khan",
"Azal Ahmad",
""
],
[
"Ali",
"Haider",
""
],
[
"Ding",
"Jie",
""
],
[
"Butt",
"Ali",
""
],
[
"Anwar",
"Ali",
... | Personalized FL has been widely used to cater to heterogeneity challenges with non-IID data. A primary obstacle is considering the personalization process from the client's perspective to preserve their autonomy. Allowing the clients to participate in personalized FL decisions becomes significant due to privacy and sec... |
1808.09479 | Mohammadzaman Zamani | Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore
Giorgi and Niranjan Balasubramanian | Residualized Factor Adaptation for Community Social Media Prediction
Tasks | Conference on Empirical Methods in Natural Language Processing (EMNLP
2018) | Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, pages 3560-3569, 2018 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Predictive models over social media language have shown promise in capturing
community outcomes, but approaches thus far largely neglect the
socio-demographic context (e.g. age, education rates, race) of the community
from which the language originates. For example, it may be inaccurate to assume
people in Mobile, Al... | [
{
"created": "Tue, 28 Aug 2018 18:23:56 GMT",
"version": "v1"
}
] | 2019-04-17 | [
[
"Zamani",
"Mohammadzaman",
""
],
[
"Schwartz",
"H. Andrew",
""
],
[
"Lynn",
"Veronica E.",
""
],
[
"Giorgi",
"Salvatore",
""
],
[
"Balasubramanian",
"Niranjan",
""
]
] | Predictive models over social media language have shown promise in capturing community outcomes, but approaches thus far largely neglect the socio-demographic context (e.g. age, education rates, race) of the community from which the language originates. For example, it may be inaccurate to assume people in Mobile, Alab... |
2105.12479 | Celia Cintas | Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande,
Edward McFowland III, Komminist Weldemariam | Pattern Detection in the Activation Space for Identifying Synthesized
Content | The paper is under consideration at Pattern Recognition Letters | null | null | null | cs.CV cs.CR cs.LG | http://creativecommons.org/licenses/by/4.0/ | Generative Adversarial Networks (GANs) have recently achieved unprecedented
success in photo-realistic image synthesis from low-dimensional random noise.
The ability to synthesize high-quality content at a large scale brings
potential risks as the generated samples may lead to misinformation that can
create severe so... | [
{
"created": "Wed, 26 May 2021 11:28:36 GMT",
"version": "v1"
},
{
"created": "Thu, 27 May 2021 08:40:27 GMT",
"version": "v2"
}
] | 2021-05-28 | [
[
"Cintas",
"Celia",
""
],
[
"Speakman",
"Skyler",
""
],
[
"Tadesse",
"Girmaw Abebe",
""
],
[
"Akinwande",
"Victor",
""
],
[
"McFowland",
"Edward",
"III"
],
[
"Weldemariam",
"Komminist",
""
]
] | Generative Adversarial Networks (GANs) have recently achieved unprecedented success in photo-realistic image synthesis from low-dimensional random noise. The ability to synthesize high-quality content at a large scale brings potential risks as the generated samples may lead to misinformation that can create severe soci... |
1409.7476 | Michel Fliess | C\'edric Join (INRIA Lille - Nord Europe, CRAN, AL.I.E.N.), Cyril
Voyant (SPE), Michel Fliess (AL.I.E.N., LIX), Marc Muselli (SPE), Marie Laure
Nivet (SPE), Christophe Paoli, Fr\'ed\'eric Chaxel (CRAN) | Short-term solar irradiance and irradiation forecasts via different time
series techniques: A preliminary study | null | 3rd International Symposium on Environment-Friendly Energies and
Applications (EFEA 2014), Pars : France (2014) | null | null | cs.LG physics.ao-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This communication is devoted to solar irradiance and irradiation short-term
forecasts, which are useful for electricity production. Several different time
series approaches are employed. Our results and the corresponding numerical
simulations show that techniques which do not need a large amount of historical
data b... | [
{
"created": "Fri, 26 Sep 2014 06:27:30 GMT",
"version": "v1"
}
] | 2014-09-29 | [
[
"Join",
"Cédric",
"",
"INRIA Lille - Nord Europe, CRAN, AL.I.E.N."
],
[
"Voyant",
"Cyril",
"",
"SPE"
],
[
"Fliess",
"Michel",
"",
"AL.I.E.N., LIX"
],
[
"Muselli",
"Marc",
"",
"SPE"
],
[
"Nivet",
"Marie Laure",
"",
"SPE... | This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production. Several different time series approaches are employed. Our results and the corresponding numerical simulations show that techniques which do not need a large amount of historical data beh... |
1703.00835 | Simon Hangl | Simon Hangl, Sebastian Stabinger, Justus Piater | Autonomous Skill-centric Testing using Deep Learning | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Software testing is an important tool to ensure software quality. This is a
hard task in robotics due to dynamic environments and the expensive development
and time-consuming execution of test cases. Most testing approaches use
model-based and / or simulation-based testing to overcome these problems. We
propose model... | [
{
"created": "Thu, 2 Mar 2017 15:41:48 GMT",
"version": "v1"
},
{
"created": "Tue, 21 Mar 2017 15:07:04 GMT",
"version": "v2"
},
{
"created": "Sun, 13 Aug 2017 11:40:32 GMT",
"version": "v3"
}
] | 2017-08-15 | [
[
"Hangl",
"Simon",
""
],
[
"Stabinger",
"Sebastian",
""
],
[
"Piater",
"Justus",
""
]
] | Software testing is an important tool to ensure software quality. This is a hard task in robotics due to dynamic environments and the expensive development and time-consuming execution of test cases. Most testing approaches use model-based and / or simulation-based testing to overcome these problems. We propose model-f... |
2305.04572 | Grzegorz Chrupa{\l}a | Grzegorz Chrupa{\l}a | Putting Natural in Natural Language Processing | Findings of the ACL 2023 | null | null | null | cs.CL cs.AI eess.AS | http://creativecommons.org/licenses/by/4.0/ | Human language is firstly spoken and only secondarily written. Text, however,
is a very convenient and efficient representation of language, and modern
civilization has made it ubiquitous. Thus the field of NLP has overwhelmingly
focused on processing written rather than spoken language. Work on spoken
language, on t... | [
{
"created": "Mon, 8 May 2023 09:29:31 GMT",
"version": "v1"
},
{
"created": "Tue, 23 May 2023 14:15:00 GMT",
"version": "v2"
}
] | 2023-05-24 | [
[
"Chrupała",
"Grzegorz",
""
]
] | Human language is firstly spoken and only secondarily written. Text, however, is a very convenient and efficient representation of language, and modern civilization has made it ubiquitous. Thus the field of NLP has overwhelmingly focused on processing written rather than spoken language. Work on spoken language, on the... |
2404.18170 | Ianna Osborne | Ianna Osborne, Jim Pivarski, Jerry Ling | Bridging Worlds: Achieving Language Interoperability between Julia and
Python in Scientific Computing | 8 pages, 1 figure, ACAT2024 workshop | null | null | null | cs.PL physics.data-an | http://creativecommons.org/licenses/by-nc-nd/4.0/ | In the realm of scientific computing, both Julia and Python have established
themselves as powerful tools. Within the context of High Energy Physics (HEP)
data analysis, Python has been traditionally favored, yet there exists a
compelling case for migrating legacy software to Julia. This article focuses on
language i... | [
{
"created": "Sun, 28 Apr 2024 12:58:15 GMT",
"version": "v1"
}
] | 2024-04-30 | [
[
"Osborne",
"Ianna",
""
],
[
"Pivarski",
"Jim",
""
],
[
"Ling",
"Jerry",
""
]
] | In the realm of scientific computing, both Julia and Python have established themselves as powerful tools. Within the context of High Energy Physics (HEP) data analysis, Python has been traditionally favored, yet there exists a compelling case for migrating legacy software to Julia. This article focuses on language int... |
1801.07402 | Mohammad Vahid Jamali | Mohammad Vahid Jamali, Ali Mirani, Alireza Parsay, Bahman Abolhassani,
Pooya Nabavi, Ata Chizari, Pirazh Khorramshahi, Sajjad Abdollahramezani, and
Jawad A. Salehi | Statistical Studies of Fading in Underwater Wireless Optical Channels in
the Presence of Air Bubble, Temperature, and Salinity Random Variations (Long
Version) | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Optical signal propagation through underwater channels is affected by three
main degrading phenomena, namely absorption, scattering, and fading. In this
paper, we experimentally study the statistical distribution of intensity
fluctuations in underwater wireless optical channels with random temperature
and salinity va... | [
{
"created": "Tue, 23 Jan 2018 06:00:36 GMT",
"version": "v1"
},
{
"created": "Mon, 5 Feb 2018 00:16:47 GMT",
"version": "v2"
}
] | 2018-02-06 | [
[
"Jamali",
"Mohammad Vahid",
""
],
[
"Mirani",
"Ali",
""
],
[
"Parsay",
"Alireza",
""
],
[
"Abolhassani",
"Bahman",
""
],
[
"Nabavi",
"Pooya",
""
],
[
"Chizari",
"Ata",
""
],
[
"Khorramshahi",
"Pirazh",
""
... | Optical signal propagation through underwater channels is affected by three main degrading phenomena, namely absorption, scattering, and fading. In this paper, we experimentally study the statistical distribution of intensity fluctuations in underwater wireless optical channels with random temperature and salinity vari... |
1410.4095 | Ana Salagean | Ana S\u{a}l\u{a}gean, Matei Mandache-S\u{a}l\u{a}gean, Richard Winter,
Raphael C.-W. Phan | Higher Order Differentiation over Finite Fields with Applications to
Generalising the Cube Attack | submitted to a journal | Designs Codes Cryptography 84, 425-449 (2017) | 10.1007/s10623-016-0277-5 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Higher order differentiation was introduced in a cryptographic context by
Lai. Several attacks can be viewed in the context of higher order
differentiations, amongst them the cube attack and the AIDA attack. All of the
above have been developed for the binary case.
We examine differentiation in larger fields, start... | [
{
"created": "Wed, 15 Oct 2014 15:13:08 GMT",
"version": "v1"
}
] | 2023-06-22 | [
[
"Sălăgean",
"Ana",
""
],
[
"Mandache-Sălăgean",
"Matei",
""
],
[
"Winter",
"Richard",
""
],
[
"Phan",
"Raphael C. -W.",
""
]
] | Higher order differentiation was introduced in a cryptographic context by Lai. Several attacks can be viewed in the context of higher order differentiations, amongst them the cube attack and the AIDA attack. All of the above have been developed for the binary case. We examine differentiation in larger fields, starting ... |
2407.16062 | Nina Deliu | Nina Deliu and Bibhas Chakraborty | Artificial Intelligence-based Decision Support Systems for Precision and
Digital Health | arXiv admin note: substantial text overlap with arXiv:2203.02605 | null | null | null | cs.AI cs.LG stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Precision health, increasingly supported by digital technologies, is a domain
of research that broadens the paradigm of precision medicine, advancing
everyday healthcare. This vision goes hand in hand with the groundbreaking
advent of artificial intelligence (AI), which is reshaping the way we diagnose,
treat, and mo... | [
{
"created": "Mon, 22 Jul 2024 21:39:34 GMT",
"version": "v1"
}
] | 2024-07-24 | [
[
"Deliu",
"Nina",
""
],
[
"Chakraborty",
"Bibhas",
""
]
] | Precision health, increasingly supported by digital technologies, is a domain of research that broadens the paradigm of precision medicine, advancing everyday healthcare. This vision goes hand in hand with the groundbreaking advent of artificial intelligence (AI), which is reshaping the way we diagnose, treat, and moni... |
1311.2503 | Stefan Richthofer | Stefan Richthofer, Laurenz Wiskott | Predictable Feature Analysis | null | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by-nc-sa/3.0/ | Every organism in an environment, whether biological, robotic or virtual,
must be able to predict certain aspects of its environment in order to survive
or perform whatever task is intended. It needs a model that is capable of
estimating the consequences of possible actions, so that planning, control, and
decision-ma... | [
{
"created": "Mon, 11 Nov 2013 17:05:22 GMT",
"version": "v1"
}
] | 2013-11-12 | [
[
"Richthofer",
"Stefan",
""
],
[
"Wiskott",
"Laurenz",
""
]
] | Every organism in an environment, whether biological, robotic or virtual, must be able to predict certain aspects of its environment in order to survive or perform whatever task is intended. It needs a model that is capable of estimating the consequences of possible actions, so that planning, control, and decision-maki... |
1610.08262 | Matija Pi\v{s}korec | Matija Pi\v{s}korec, Nino Antulov-Fantulin, Iva Miholi\'c, Tomislav
\v{S}muc, Mile \v{S}iki\'c | Modeling peer and external influence in online social networks | null | null | 10.1007/978-3-319-72150-7_82 | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Opinion polls mediated through a social network can give us, in addition to
usual demographics data like age, gender and geographic location, a friendship
structure between voters and the temporal dynamics of their activity during the
voting process. Using a Facebook application we collected friendship
relationships,... | [
{
"created": "Wed, 26 Oct 2016 10:03:07 GMT",
"version": "v1"
}
] | 2018-11-28 | [
[
"Piškorec",
"Matija",
""
],
[
"Antulov-Fantulin",
"Nino",
""
],
[
"Miholić",
"Iva",
""
],
[
"Šmuc",
"Tomislav",
""
],
[
"Šikić",
"Mile",
""
]
] | Opinion polls mediated through a social network can give us, in addition to usual demographics data like age, gender and geographic location, a friendship structure between voters and the temporal dynamics of their activity during the voting process. Using a Facebook application we collected friendship relationships, d... |
2405.04883 | Zehan Wang | Zehan Wang, Ziang Zhang, Xize Cheng, Rongjie Huang, Luping Liu,
Zhenhui Ye, Haifeng Huang, Yang Zhao, Tao Jin, Peng Gao, Zhou Zhao | FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion | Accepted by ICML 2024. The code and checkpoints will be released at
https://github.com/zehanwang01/FreeBind | null | null | null | cs.CV cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Unified multi-model representation spaces are the foundation of multimodal
understanding and generation. However, the billions of model parameters and
catastrophic forgetting problems make it challenging to further enhance
pre-trained unified spaces. In this work, we propose FreeBind, an idea that
treats multimodal r... | [
{
"created": "Wed, 8 May 2024 08:32:34 GMT",
"version": "v1"
},
{
"created": "Fri, 10 May 2024 07:18:00 GMT",
"version": "v2"
}
] | 2024-05-13 | [
[
"Wang",
"Zehan",
""
],
[
"Zhang",
"Ziang",
""
],
[
"Cheng",
"Xize",
""
],
[
"Huang",
"Rongjie",
""
],
[
"Liu",
"Luping",
""
],
[
"Ye",
"Zhenhui",
""
],
[
"Huang",
"Haifeng",
""
],
[
"Zhao",
"Yan... | Unified multi-model representation spaces are the foundation of multimodal understanding and generation. However, the billions of model parameters and catastrophic forgetting problems make it challenging to further enhance pre-trained unified spaces. In this work, we propose FreeBind, an idea that treats multimodal rep... |
cs/0512039 | Jianqin Zhou | Jianqin Zhou, Xirong Xu | An algorithm for the k-error linear complexity of a sequence with period
2pn over GF(q) | 6 pages | null | null | null | cs.CR | null | The union cost is used, so that an efficient algorithm for computing the
k-error linear complexity of a sequence with period 2pn over GF(q) is
presented, where p and q are odd primes, and q is a primitive root of modulo
p2.
| [
{
"created": "Sat, 10 Dec 2005 00:21:59 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Zhou",
"Jianqin",
""
],
[
"Xu",
"Xirong",
""
]
] | The union cost is used, so that an efficient algorithm for computing the k-error linear complexity of a sequence with period 2pn over GF(q) is presented, where p and q are odd primes, and q is a primitive root of modulo p2. |
2404.19513 | Sho Ueda | Sho Ueda, Xujun Ye | A Smartphone-Based Method for Assessing Tomato Nutrient Status through
Trichome Density Measurement | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Accurately assessing tomato plant nutrient status is crucial for maintaining
high yields. Consequently, accurately identifying fertilizer-induced stress
through the morphological traits of tomato plants has become a critical
agricultural challenge. Research and development efforts have focused on
developing noninvasi... | [
{
"created": "Tue, 30 Apr 2024 12:45:41 GMT",
"version": "v1"
}
] | 2024-05-01 | [
[
"Ueda",
"Sho",
""
],
[
"Ye",
"Xujun",
""
]
] | Accurately assessing tomato plant nutrient status is crucial for maintaining high yields. Consequently, accurately identifying fertilizer-induced stress through the morphological traits of tomato plants has become a critical agricultural challenge. Research and development efforts have focused on developing noninvasive... |
1706.04353 | Alexey Abramov | Alexey Abramov, Christopher Bayer, Claudio Heller, Claudia Loy | Multi-Lane Perception Using Feature Fusion Based on GraphSLAM | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An extensive, precise and robust recognition and modeling of the environment
is a key factor for next generations of Advanced Driver Assistance Systems and
development of autonomous vehicles. In this paper, a real-time approach for the
perception of multiple lanes on highways is proposed. Lane markings detected by
ca... | [
{
"created": "Wed, 14 Jun 2017 08:17:03 GMT",
"version": "v1"
}
] | 2017-06-15 | [
[
"Abramov",
"Alexey",
""
],
[
"Bayer",
"Christopher",
""
],
[
"Heller",
"Claudio",
""
],
[
"Loy",
"Claudia",
""
]
] | An extensive, precise and robust recognition and modeling of the environment is a key factor for next generations of Advanced Driver Assistance Systems and development of autonomous vehicles. In this paper, a real-time approach for the perception of multiple lanes on highways is proposed. Lane markings detected by came... |
2202.09685 | Jovan Blanu\v{s}a | Jovan Blanu\v{s}a, Paolo Ienne, and Kubilay Atasu | Scalable Fine-Grained Parallel Cycle Enumeration Algorithms | To be published in Proceedings of the 34th ACM Symposium on
Parallelism in Algorithms and Architectures (SPAA '22). The source codes of
all the algorithms evaluated in our experiments are available here
https://github.com/IBM/parallel-cycle-enumeration | null | 10.1145/3490148.3538585 | null | cs.DC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Enumerating simple cycles has important applications in computational
biology, network science, and financial crime analysis. In this work, we focus
on parallelising the state-of-the-art simple cycle enumeration algorithms by
Johnson and Read-Tarjan along with their applications to temporal graphs. To
our knowledge, ... | [
{
"created": "Sat, 19 Feb 2022 21:55:17 GMT",
"version": "v1"
},
{
"created": "Tue, 31 May 2022 08:02:48 GMT",
"version": "v2"
}
] | 2022-06-01 | [
[
"Blanuša",
"Jovan",
""
],
[
"Ienne",
"Paolo",
""
],
[
"Atasu",
"Kubilay",
""
]
] | Enumerating simple cycles has important applications in computational biology, network science, and financial crime analysis. In this work, we focus on parallelising the state-of-the-art simple cycle enumeration algorithms by Johnson and Read-Tarjan along with their applications to temporal graphs. To our knowledge, we... |
1302.6562 | Daniel Cullina | Daniel Cullina and Negar Kiyavash | An Improvement to Levenshtein's Upper Bound on the Cardinality of
Deletion Correcting Codes | null | null | null | null | cs.IT cs.DM math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider deletion correcting codes over a q-ary alphabet. It is well known
that any code capable of correcting s deletions can also correct any
combination of s total insertions and deletions. To obtain asymptotic upper
bounds on code size, we apply a packing argument to channels that perform
different mixtures of... | [
{
"created": "Tue, 26 Feb 2013 20:12:59 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Jul 2013 17:50:50 GMT",
"version": "v2"
}
] | 2013-07-30 | [
[
"Cullina",
"Daniel",
""
],
[
"Kiyavash",
"Negar",
""
]
] | We consider deletion correcting codes over a q-ary alphabet. It is well known that any code capable of correcting s deletions can also correct any combination of s total insertions and deletions. To obtain asymptotic upper bounds on code size, we apply a packing argument to channels that perform different mixtures of i... |
1905.13183 | Minjie Xu | Minjie Xu and Gary Kazantsev | Understanding Goal-Oriented Active Learning via Influence Functions | 14 pages, to be presented at the NeurIPS 2019 workshop on "ML with
Guarantees" | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Active learning (AL) concerns itself with learning a model from as few
labelled data as possible through actively and iteratively querying an oracle
with selected unlabelled samples. In this paper, we focus on analyzing a
popular type of AL in which the utility of a sample is measured by a specified
goal achieved by ... | [
{
"created": "Thu, 30 May 2019 17:09:39 GMT",
"version": "v1"
},
{
"created": "Thu, 3 Oct 2019 18:14:52 GMT",
"version": "v2"
},
{
"created": "Sat, 30 Nov 2019 22:10:07 GMT",
"version": "v3"
}
] | 2019-12-03 | [
[
"Xu",
"Minjie",
""
],
[
"Kazantsev",
"Gary",
""
]
] | Active learning (AL) concerns itself with learning a model from as few labelled data as possible through actively and iteratively querying an oracle with selected unlabelled samples. In this paper, we focus on analyzing a popular type of AL in which the utility of a sample is measured by a specified goal achieved by th... |
2005.10438 | Haohan Guo | Haohan Guo, Shaofei Zhang, Frank K. Soong, Lei He, Lei Xie | Conversational End-to-End TTS for Voice Agent | Accepted by SLT 2021; 7 pages | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | End-to-end neural TTS has achieved superior performance on reading style
speech synthesis. However, it's still a challenge to build a high-quality
conversational TTS due to the limitations of the corpus and modeling
capability. This study aims at building a conversational TTS for a voice agent
under sequence to seque... | [
{
"created": "Thu, 21 May 2020 02:52:25 GMT",
"version": "v1"
},
{
"created": "Mon, 16 Nov 2020 10:02:10 GMT",
"version": "v2"
}
] | 2020-11-17 | [
[
"Guo",
"Haohan",
""
],
[
"Zhang",
"Shaofei",
""
],
[
"Soong",
"Frank K.",
""
],
[
"He",
"Lei",
""
],
[
"Xie",
"Lei",
""
]
] | End-to-end neural TTS has achieved superior performance on reading style speech synthesis. However, it's still a challenge to build a high-quality conversational TTS due to the limitations of the corpus and modeling capability. This study aims at building a conversational TTS for a voice agent under sequence to sequenc... |
2204.10905 | Jing Gao | Jing Gao, Tilo Burghardt, and Neill W. Campbell | Label a Herd in Minutes: Individual Holstein-Friesian Cattle
Identification | ICIAP Workshop on Learning in Precision Livestock Farming (accepted).
10 pages, 7 figures | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We describe a practically evaluated approach for training visual cattle ID
systems for a whole farm requiring only ten minutes of labelling effort. In
particular, for the task of automatic identification of individual
Holstein-Friesians in real-world farm CCTV, we show that self-supervision,
metric learning, cluster ... | [
{
"created": "Fri, 22 Apr 2022 19:41:47 GMT",
"version": "v1"
}
] | 2022-04-26 | [
[
"Gao",
"Jing",
""
],
[
"Burghardt",
"Tilo",
""
],
[
"Campbell",
"Neill W.",
""
]
] | We describe a practically evaluated approach for training visual cattle ID systems for a whole farm requiring only ten minutes of labelling effort. In particular, for the task of automatic identification of individual Holstein-Friesians in real-world farm CCTV, we show that self-supervision, metric learning, cluster an... |
1401.6336 | Jean-Marc Kelif | Jean-Marc Kelif, Stephane Senecal, Constant Bridon, Marceau Coupechoux | A Fluid Approach for Poisson Wireless Networks | 6 pages, 7 figures | null | null | null | cs.IT cs.NI math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Among the different models of networks usually considered, the hexagonal
network model is the most popular. However, it requires extensive numerical
computations. The Poisson network model, for which the base stations (BS)
locations form a spatial Poisson process, allows to consider a non constant
distance between ba... | [
{
"created": "Fri, 24 Jan 2014 13:25:03 GMT",
"version": "v1"
}
] | 2014-01-27 | [
[
"Kelif",
"Jean-Marc",
""
],
[
"Senecal",
"Stephane",
""
],
[
"Bridon",
"Constant",
""
],
[
"Coupechoux",
"Marceau",
""
]
] | Among the different models of networks usually considered, the hexagonal network model is the most popular. However, it requires extensive numerical computations. The Poisson network model, for which the base stations (BS) locations form a spatial Poisson process, allows to consider a non constant distance between base... |
2403.14729 | Xidong Wu | Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu
Zhang, Xiaoqian Wang, Heng Huang | Auto-Train-Once: Controller Network Guided Automatic Network Pruning
from Scratch | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Current techniques for deep neural network (DNN) pruning often involve
intricate multi-step processes that require domain-specific expertise, making
their widespread adoption challenging. To address the limitation, the
Only-Train-Once (OTO) and OTOv2 are proposed to eliminate the need for
additional fine-tuning steps... | [
{
"created": "Thu, 21 Mar 2024 02:33:37 GMT",
"version": "v1"
}
] | 2024-03-25 | [
[
"Wu",
"Xidong",
""
],
[
"Gao",
"Shangqian",
""
],
[
"Zhang",
"Zeyu",
""
],
[
"Li",
"Zhenzhen",
""
],
[
"Bao",
"Runxue",
""
],
[
"Zhang",
"Yanfu",
""
],
[
"Wang",
"Xiaoqian",
""
],
[
"Huang",
"He... | Current techniques for deep neural network (DNN) pruning often involve intricate multi-step processes that require domain-specific expertise, making their widespread adoption challenging. To address the limitation, the Only-Train-Once (OTO) and OTOv2 are proposed to eliminate the need for additional fine-tuning steps b... |
2312.13510 | Aaron Lye | Hans-J\"org Kreowski, Aaron Lye, Aljoscha Windhorst | Moving a Derivation Along a Derivation Preserves the Spine in Adhesive
Categories | Extended version of the paper published in the proceedings of the
16th International Conference on Graph Transformation; 30 pages | null | null | null | cs.DM | http://creativecommons.org/licenses/by-sa/4.0/ | In this paper, we investigate the relationship between two elementary
operations on derivations in adhesive high-level replacement systems that are
well-known in the context of graph transformation: moving a derivation along a
derivation based on parallel and sequential independence on one hand and
restriction of a d... | [
{
"created": "Thu, 21 Dec 2023 01:12:25 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jul 2024 21:29:40 GMT",
"version": "v2"
}
] | 2024-08-01 | [
[
"Kreowski",
"Hans-Jörg",
""
],
[
"Lye",
"Aaron",
""
],
[
"Windhorst",
"Aljoscha",
""
]
] | In this paper, we investigate the relationship between two elementary operations on derivations in adhesive high-level replacement systems that are well-known in the context of graph transformation: moving a derivation along a derivation based on parallel and sequential independence on one hand and restriction of a der... |
2407.14571 | K. Selcuk Candan | Fahim Tasneema Azad, Javier Redondo Anton, Shubhodeep Mitra, Fateh
Singh, Hans Behrens, Mao-Lin Li, Bilgehan Arslan, K. Sel\c{c}uk Candan, Maria
Luisa Sapino | DataStorm-EM: Exploration of Alternative Timelines within
Continuous-Coupled Simulation Ensembles | null | null | null | null | cs.MA | http://creativecommons.org/licenses/by/4.0/ | Many socio-economical critical domains (such as sustainability, public
health, and disasters) are characterized by highly complex and dynamic systems,
requiring data and model-driven simulations to support decision-making. Due to
a large number of unknowns, decision-makers usually need to generate ensembles
of stocha... | [
{
"created": "Fri, 19 Jul 2024 09:12:59 GMT",
"version": "v1"
}
] | 2024-07-23 | [
[
"Azad",
"Fahim Tasneema",
""
],
[
"Anton",
"Javier Redondo",
""
],
[
"Mitra",
"Shubhodeep",
""
],
[
"Singh",
"Fateh",
""
],
[
"Behrens",
"Hans",
""
],
[
"Li",
"Mao-Lin",
""
],
[
"Arslan",
"Bilgehan",
""
]... | Many socio-economical critical domains (such as sustainability, public health, and disasters) are characterized by highly complex and dynamic systems, requiring data and model-driven simulations to support decision-making. Due to a large number of unknowns, decision-makers usually need to generate ensembles of stochast... |
2301.13288 | Loren Rieffer-Champlin | Loren Rieffer-Champlin | Team Plan Recognition: A Review of the State of the Art | 10 pages, 1 figure, 1 table. Abstract accepted, paper submitted to
14th International Conference on Applied Human Factors and Ergonomics (AHFE
2023) | null | 10.54941/ahfe1003557 | null | cs.AI cs.MA | http://creativecommons.org/licenses/by-sa/4.0/ | There is an increasing need to develop artificial intelligence systems that
assist groups of humans working on coordinated tasks. These systems must
recognize and understand the plans and relationships between actions for a team
of humans working toward a common objective. This article reviews the
literature on team ... | [
{
"created": "Mon, 30 Jan 2023 21:01:14 GMT",
"version": "v1"
}
] | 2023-08-01 | [
[
"Rieffer-Champlin",
"Loren",
""
]
] | There is an increasing need to develop artificial intelligence systems that assist groups of humans working on coordinated tasks. These systems must recognize and understand the plans and relationships between actions for a team of humans working toward a common objective. This article reviews the literature on team pl... |
2108.10378 | Zhang Yuxiang | Yuxiang Zhang, Zhe Li, Liang An, Mengcheng Li, Tao Yu, Yebin Liu | Lightweight Multi-person Total Motion Capture Using Sparse Multi-view
Cameras | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-person total motion capture is extremely challenging when it comes to
handle severe occlusions, different reconstruction granularities from body to
face and hands, drastically changing observation scales and fast body
movements. To overcome these challenges above, we contribute a lightweight
total motion captur... | [
{
"created": "Mon, 23 Aug 2021 19:23:35 GMT",
"version": "v1"
}
] | 2021-08-25 | [
[
"Zhang",
"Yuxiang",
""
],
[
"Li",
"Zhe",
""
],
[
"An",
"Liang",
""
],
[
"Li",
"Mengcheng",
""
],
[
"Yu",
"Tao",
""
],
[
"Liu",
"Yebin",
""
]
] | Multi-person total motion capture is extremely challenging when it comes to handle severe occlusions, different reconstruction granularities from body to face and hands, drastically changing observation scales and fast body movements. To overcome these challenges above, we contribute a lightweight total motion capture ... |
2312.03705 | Diego Salda\~na Ulloa | Diego Salda\~na Ulloa | A Process for Topic Modelling Via Word Embeddings | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | This work combines algorithms based on word embeddings, dimensionality
reduction, and clustering. The objective is to obtain topics from a set of
unclassified texts. The algorithm to obtain the word embeddings is the BERT
model, a neural network architecture widely used in NLP tasks. Due to the high
dimensionality, a... | [
{
"created": "Fri, 6 Oct 2023 15:10:35 GMT",
"version": "v1"
}
] | 2023-12-08 | [
[
"Ulloa",
"Diego Saldaña",
""
]
] | This work combines algorithms based on word embeddings, dimensionality reduction, and clustering. The objective is to obtain topics from a set of unclassified texts. The algorithm to obtain the word embeddings is the BERT model, a neural network architecture widely used in NLP tasks. Due to the high dimensionality, a d... |
2311.16261 | Sotirios Karapiperis | Sotiris Karapiperis, Markos Diomataris, Vassilis Pitsikalis | RelVAE: Generative Pretraining for few-shot Visual Relationship
Detection | null | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Visual relations are complex, multimodal concepts that play an important role
in the way humans perceive the world. As a result of their complexity,
high-quality, diverse and large scale datasets for visual relations are still
absent. In an attempt to overcome this data barrier, we choose to focus on the
problem of f... | [
{
"created": "Mon, 27 Nov 2023 19:08:08 GMT",
"version": "v1"
}
] | 2023-11-29 | [
[
"Karapiperis",
"Sotiris",
""
],
[
"Diomataris",
"Markos",
""
],
[
"Pitsikalis",
"Vassilis",
""
]
] | Visual relations are complex, multimodal concepts that play an important role in the way humans perceive the world. As a result of their complexity, high-quality, diverse and large scale datasets for visual relations are still absent. In an attempt to overcome this data barrier, we choose to focus on the problem of few... |
1606.02319 | Mark Newman | M. E. J. Newman | Community detection in networks: Modularity optimization and maximum
likelihood are equivalent | 8 pages, 1 figure, 1 table | Phys. Rev. E 94, 052315 (2016) | 10.1103/PhysRevE.94.052315 | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We demonstrate an exact equivalence between two widely used methods of
community detection in networks, the method of modularity maximization in its
generalized form which incorporates a resolution parameter controlling the size
of the communities discovered, and the method of maximum likelihood applied to
the specia... | [
{
"created": "Tue, 7 Jun 2016 20:10:20 GMT",
"version": "v1"
}
] | 2016-11-24 | [
[
"Newman",
"M. E. J.",
""
]
] | We demonstrate an exact equivalence between two widely used methods of community detection in networks, the method of modularity maximization in its generalized form which incorporates a resolution parameter controlling the size of the communities discovered, and the method of maximum likelihood applied to the special ... |
2401.15366 | Shiv Ram Dubey | Trinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, Abdenour Hadid | Face to Cartoon Incremental Super-Resolution using Knowledge
Distillation | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Facial super-resolution/hallucination is an important area of research that
seeks to enhance low-resolution facial images for a variety of applications.
While Generative Adversarial Networks (GANs) have shown promise in this area,
their ability to adapt to new, unseen data remains a challenge. This paper
addresses th... | [
{
"created": "Sat, 27 Jan 2024 10:06:52 GMT",
"version": "v1"
}
] | 2024-01-30 | [
[
"Devkatte",
"Trinetra",
""
],
[
"Dubey",
"Shiv Ram",
""
],
[
"Singh",
"Satish Kumar",
""
],
[
"Hadid",
"Abdenour",
""
]
] | Facial super-resolution/hallucination is an important area of research that seeks to enhance low-resolution facial images for a variety of applications. While Generative Adversarial Networks (GANs) have shown promise in this area, their ability to adapt to new, unseen data remains a challenge. This paper addresses this... |
2211.12551 | Meihua Dang | Meihua Dang, Anji Liu, Guy Van den Broeck | Sparse Probabilistic Circuits via Pruning and Growing | 36th Conference on Neural Information Processing Systems (NeurIPS
2022) | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Probabilistic circuits (PCs) are a tractable representation of probability
distributions allowing for exact and efficient computation of likelihoods and
marginals. There has been significant recent progress on improving the scale
and expressiveness of PCs. However, PC training performance plateaus as model
size incre... | [
{
"created": "Tue, 22 Nov 2022 19:54:52 GMT",
"version": "v1"
}
] | 2022-11-24 | [
[
"Dang",
"Meihua",
""
],
[
"Liu",
"Anji",
""
],
[
"Broeck",
"Guy Van den",
""
]
] | Probabilistic circuits (PCs) are a tractable representation of probability distributions allowing for exact and efficient computation of likelihoods and marginals. There has been significant recent progress on improving the scale and expressiveness of PCs. However, PC training performance plateaus as model size increas... |
1804.08302 | Boitumelo Ruf | Boitumelo Ruf, Laurenz Thiel, Martin Weinmann | Deep cross-domain building extraction for selective depth estimation
from oblique aerial imagery | Accepted in the ISPRS Annals of the Photogrammetry, Remote Sensing
and Spatial Information Science | ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1,
125-132, 2018 | 10.5194/isprs-annals-IV-1-125-2018 | null | cs.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | With the technological advancements of aerial imagery and accurate 3d
reconstruction of urban environments, more and more attention has been paid to
the automated analyses of urban areas. In our work, we examine two important
aspects that allow live analysis of building structures in city models given
oblique aerial ... | [
{
"created": "Mon, 23 Apr 2018 09:22:55 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Jul 2018 07:49:31 GMT",
"version": "v2"
},
{
"created": "Sat, 21 Sep 2019 20:24:52 GMT",
"version": "v3"
}
] | 2019-09-24 | [
[
"Ruf",
"Boitumelo",
""
],
[
"Thiel",
"Laurenz",
""
],
[
"Weinmann",
"Martin",
""
]
] | With the technological advancements of aerial imagery and accurate 3d reconstruction of urban environments, more and more attention has been paid to the automated analyses of urban areas. In our work, we examine two important aspects that allow live analysis of building structures in city models given oblique aerial im... |
2103.03717 | Flavio de Barros Vidal | Andre da Silva Abade, Lucas Faria Porto, Paulo Afonso Ferreira, Flavio
de Barros Vidal | NemaNet: A convolutional neural network model for identification of
nematodes soybean crop in brazil | 21 pages, 13 figures | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Phytoparasitic nematodes (or phytonematodes) are causing severe damage to
crops and generating large-scale economic losses worldwide. In soybean crops,
annual losses are estimated at 10.6% of world production. Besides, identifying
these species through microscopic analysis by an expert with taxonomy knowledge
is ofte... | [
{
"created": "Fri, 5 Mar 2021 14:47:00 GMT",
"version": "v1"
}
] | 2021-03-08 | [
[
"Abade",
"Andre da Silva",
""
],
[
"Porto",
"Lucas Faria",
""
],
[
"Ferreira",
"Paulo Afonso",
""
],
[
"Vidal",
"Flavio de Barros",
""
]
] | Phytoparasitic nematodes (or phytonematodes) are causing severe damage to crops and generating large-scale economic losses worldwide. In soybean crops, annual losses are estimated at 10.6% of world production. Besides, identifying these species through microscopic analysis by an expert with taxonomy knowledge is often ... |
2009.09140 | Jindong Gu | Jindong Gu and Zhiliang Wu and Volker Tresp | Introspective Learning by Distilling Knowledge from Online
Self-explanation | null | 15th Asian Conference on Computer Vision (ACCV) 2020 | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, many explanation methods have been proposed to explain
individual classifications of deep neural networks. However, how to leverage
the created explanations to improve the learning process has been less
explored. As the privileged information, the explanations of a model can be
used to guide the lear... | [
{
"created": "Sat, 19 Sep 2020 02:05:32 GMT",
"version": "v1"
}
] | 2020-09-22 | [
[
"Gu",
"Jindong",
""
],
[
"Wu",
"Zhiliang",
""
],
[
"Tresp",
"Volker",
""
]
] | In recent years, many explanation methods have been proposed to explain individual classifications of deep neural networks. However, how to leverage the created explanations to improve the learning process has been less explored. As the privileged information, the explanations of a model can be used to guide the learni... |
cs/0701187 | Christian Schallhart | Sagar Chaki, Christian Schallhart, Helmut Veith | Verification Across Intellectual Property Boundaries | null | null | null | null | cs.OH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many industries, the importance of software components provided by
third-party suppliers is steadily increasing. As the suppliers seek to secure
their intellectual property (IP) rights, the customer usually has no direct
access to the suppliers' source code, and is able to enforce the use of
verification tools onl... | [
{
"created": "Mon, 29 Jan 2007 17:09:17 GMT",
"version": "v1"
},
{
"created": "Wed, 30 Nov 2011 17:41:16 GMT",
"version": "v2"
}
] | 2011-12-01 | [
[
"Chaki",
"Sagar",
""
],
[
"Schallhart",
"Christian",
""
],
[
"Veith",
"Helmut",
""
]
] | In many industries, the importance of software components provided by third-party suppliers is steadily increasing. As the suppliers seek to secure their intellectual property (IP) rights, the customer usually has no direct access to the suppliers' source code, and is able to enforce the use of verification tools only ... |
2402.11633 | Arian Askari | Arian Askari, Roxana Petcu, Chuan Meng, Mohammad Aliannejadi, Amin
Abolghasemi, Evangelos Kanoulas, Suzan Verberne | Self-seeding and Multi-intent Self-instructing LLMs for Generating
Intent-aware Information-Seeking dialogs | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Identifying user intents in information-seeking dialogs is crucial for a
system to meet user's information needs. Intent prediction (IP) is challenging
and demands sufficient dialogs with human-labeled intents for training.
However, manually annotating intents is resource-intensive. While large
language models (LLMs)... | [
{
"created": "Sun, 18 Feb 2024 16:20:43 GMT",
"version": "v1"
}
] | 2024-02-20 | [
[
"Askari",
"Arian",
""
],
[
"Petcu",
"Roxana",
""
],
[
"Meng",
"Chuan",
""
],
[
"Aliannejadi",
"Mohammad",
""
],
[
"Abolghasemi",
"Amin",
""
],
[
"Kanoulas",
"Evangelos",
""
],
[
"Verberne",
"Suzan",
""
]
... | Identifying user intents in information-seeking dialogs is crucial for a system to meet user's information needs. Intent prediction (IP) is challenging and demands sufficient dialogs with human-labeled intents for training. However, manually annotating intents is resource-intensive. While large language models (LLMs) h... |
2210.06071 | Ruiyuan Kang | Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis | Self-Validated Physics-Embedding Network: A General Framework for
Inverse Modelling | 32 pages, 25 figures, four tables | null | null | null | cs.NE cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | Physics-based inverse modeling techniques are typically restricted to
particular research fields, whereas popular machine-learning-based ones are too
data-dependent to guarantee the physical compatibility of the solution. In this
paper, Self-Validated Physics-Embedding Network (SVPEN), a general neural
network framew... | [
{
"created": "Wed, 12 Oct 2022 10:31:36 GMT",
"version": "v1"
},
{
"created": "Mon, 17 Oct 2022 11:36:26 GMT",
"version": "v2"
},
{
"created": "Tue, 17 Jan 2023 06:48:07 GMT",
"version": "v3"
}
] | 2023-01-18 | [
[
"Kang",
"Ruiyuan",
""
],
[
"Kyritsis",
"Dimitrios C.",
""
],
[
"Liatsis",
"Panos",
""
]
] | Physics-based inverse modeling techniques are typically restricted to particular research fields, whereas popular machine-learning-based ones are too data-dependent to guarantee the physical compatibility of the solution. In this paper, Self-Validated Physics-Embedding Network (SVPEN), a general neural network framewor... |
2311.04503 | Thibault Simonetto | Thibault Simonetto, Salah Ghamizi, Antoine Desjardins, Maxime Cordy,
Yves Le Traon | Constrained Adaptive Attacks: Realistic Evaluation of Adversarial
Examples and Robust Training of Deep Neural Networks for Tabular Data | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | State-of-the-art deep learning models for tabular data have recently achieved
acceptable performance to be deployed in industrial settings. However, the
robustness of these models remains scarcely explored. Contrary to computer
vision, there is to date no realistic protocol to properly evaluate the
adversarial robust... | [
{
"created": "Wed, 8 Nov 2023 07:35:28 GMT",
"version": "v1"
}
] | 2023-11-09 | [
[
"Simonetto",
"Thibault",
""
],
[
"Ghamizi",
"Salah",
""
],
[
"Desjardins",
"Antoine",
""
],
[
"Cordy",
"Maxime",
""
],
[
"Traon",
"Yves Le",
""
]
] | State-of-the-art deep learning models for tabular data have recently achieved acceptable performance to be deployed in industrial settings. However, the robustness of these models remains scarcely explored. Contrary to computer vision, there is to date no realistic protocol to properly evaluate the adversarial robustne... |
2007.12144 | Oladapo Oyebode | Oladapo Oyebode, Chinenye Ndulue, Ashfaq Adib, Dinesh Mulchandani,
Banuchitra Suruliraj, Fidelia Anulika Orji, Christine Chambers, Sandra Meier,
and Rita Orji | Health, Psychosocial, and Social issues emanating from COVID-19 pandemic
based on Social Media Comments using Natural Language Processing | null | JMIR Medical Informatics. 2021. 9(4):e22734 | 10.2196/22734 | null | cs.CL cs.IR cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The COVID-19 pandemic has caused a global health crisis that affects many
aspects of human lives. In the absence of vaccines and antivirals, several
behavioural change and policy initiatives, such as physical distancing, have
been implemented to control the spread of the coronavirus. Social media data
can reveal publ... | [
{
"created": "Thu, 23 Jul 2020 17:19:50 GMT",
"version": "v1"
}
] | 2021-04-09 | [
[
"Oyebode",
"Oladapo",
""
],
[
"Ndulue",
"Chinenye",
""
],
[
"Adib",
"Ashfaq",
""
],
[
"Mulchandani",
"Dinesh",
""
],
[
"Suruliraj",
"Banuchitra",
""
],
[
"Orji",
"Fidelia Anulika",
""
],
[
"Chambers",
"Christin... | The COVID-19 pandemic has caused a global health crisis that affects many aspects of human lives. In the absence of vaccines and antivirals, several behavioural change and policy initiatives, such as physical distancing, have been implemented to control the spread of the coronavirus. Social media data can reveal public... |
1412.7479 | Sudheendra Vijayanarasimhan | Sudheendra Vijayanarasimhan and Jonathon Shlens and Rajat Monga and
Jay Yagnik | Deep Networks With Large Output Spaces | null | null | null | null | cs.NE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks have been extremely successful at various image, speech,
video recognition tasks because of their ability to model deep structures
within the data. However, they are still prohibitively expensive to train and
apply for problems containing millions of classes in the output layer. Based on
the obse... | [
{
"created": "Tue, 23 Dec 2014 19:22:59 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Dec 2014 18:45:36 GMT",
"version": "v2"
},
{
"created": "Sat, 28 Feb 2015 01:12:58 GMT",
"version": "v3"
},
{
"created": "Fri, 10 Apr 2015 19:53:21 GMT",
"version": "v4"
}
] | 2015-04-13 | [
[
"Vijayanarasimhan",
"Sudheendra",
""
],
[
"Shlens",
"Jonathon",
""
],
[
"Monga",
"Rajat",
""
],
[
"Yagnik",
"Jay",
""
]
] | Deep neural networks have been extremely successful at various image, speech, video recognition tasks because of their ability to model deep structures within the data. However, they are still prohibitively expensive to train and apply for problems containing millions of classes in the output layer. Based on the observ... |
2011.15038 | Rafi Trad | Rafi Trad, Myra Spiliopoulou | A Framework for Authorial Clustering of Shorter Texts in Latent Semantic
Spaces | 8 pages including references | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Authorial clustering involves the grouping of documents written by the same
author or team of authors without any prior positive examples of an author's
writing style or thematic preferences. For authorial clustering on shorter
texts (paragraph-length texts that are typically shorter than conventional
documents), the... | [
{
"created": "Mon, 30 Nov 2020 17:39:44 GMT",
"version": "v1"
}
] | 2020-12-01 | [
[
"Trad",
"Rafi",
""
],
[
"Spiliopoulou",
"Myra",
""
]
] | Authorial clustering involves the grouping of documents written by the same author or team of authors without any prior positive examples of an author's writing style or thematic preferences. For authorial clustering on shorter texts (paragraph-length texts that are typically shorter than conventional documents), the d... |
2006.16541 | Jiaxuan Wang | Jiaxuan Wang, Jenna Wiens | AdaSGD: Bridging the gap between SGD and Adam | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the context of stochastic gradient descent(SGD) and adaptive moment
estimation (Adam),researchers have recently proposed optimization techniques
that transition from Adam to SGD with the goal of improving both convergence
and generalization performance. However, precisely how each approach trades off
early progres... | [
{
"created": "Tue, 30 Jun 2020 05:44:19 GMT",
"version": "v1"
}
] | 2020-07-01 | [
[
"Wang",
"Jiaxuan",
""
],
[
"Wiens",
"Jenna",
""
]
] | In the context of stochastic gradient descent(SGD) and adaptive moment estimation (Adam),researchers have recently proposed optimization techniques that transition from Adam to SGD with the goal of improving both convergence and generalization performance. However, precisely how each approach trades off early progress ... |
2404.01954 | Kang Min Yoo | Kang Min Yoo, Jaegeun Han, Sookyo In, Heewon Jeon, Jisu Jeong, Jaewook
Kang, Hyunwook Kim, Kyung-Min Kim, Munhyong Kim, Sungju Kim, Donghyun Kwak,
Hanock Kwak, Se Jung Kwon, Bado Lee, Dongsoo Lee, Gichang Lee, Jooho Lee,
Baeseong Park, Seongjin Shin, Joonsang Yu, Seolki Baek, Sumin Byeon, Eungsup
Cho, Dooseok C... | HyperCLOVA X Technical Report | 44 pages; updated authors list and fixed author names | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | We introduce HyperCLOVA X, a family of large language models (LLMs) tailored
to the Korean language and culture, along with competitive capabilities in
English, math, and coding. HyperCLOVA X was trained on a balanced mix of
Korean, English, and code data, followed by instruction-tuning with
high-quality human-annota... | [
{
"created": "Tue, 2 Apr 2024 13:48:49 GMT",
"version": "v1"
},
{
"created": "Sat, 13 Apr 2024 15:06:19 GMT",
"version": "v2"
}
] | 2024-04-16 | [
[
"Yoo",
"Kang Min",
""
],
[
"Han",
"Jaegeun",
""
],
[
"In",
"Sookyo",
""
],
[
"Jeon",
"Heewon",
""
],
[
"Jeong",
"Jisu",
""
],
[
"Kang",
"Jaewook",
""
],
[
"Kim",
"Hyunwook",
""
],
[
"Kim",
"Kyun... | We introduce HyperCLOVA X, a family of large language models (LLMs) tailored to the Korean language and culture, along with competitive capabilities in English, math, and coding. HyperCLOVA X was trained on a balanced mix of Korean, English, and code data, followed by instruction-tuning with high-quality human-annotate... |
2310.18630 | Xu Chen | Xu Chen, XinXin He, Zhiyong Feng, Zhiqing Wei, Qixun Zhang, Xin Yuan,
and Ping Zhang | Joint Localization and Communication Enhancement in Uplink Integrated
Sensing and Communications System with Clock Asynchronism | 13 pages, 11 figures, submitted to JSAC special issue "Positioning
and Sensing Over Wireless Networks" | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by-nc-nd/4.0/ | In this paper, we propose a joint single-base localization and communication
enhancement scheme for the uplink (UL) integrated sensing and communications
(ISAC) system with asynchronism, which can achieve accurate single-base
localization of user equipment (UE) and significantly improve the communication
reliability ... | [
{
"created": "Sat, 28 Oct 2023 07:57:35 GMT",
"version": "v1"
}
] | 2023-10-31 | [
[
"Chen",
"Xu",
""
],
[
"He",
"XinXin",
""
],
[
"Feng",
"Zhiyong",
""
],
[
"Wei",
"Zhiqing",
""
],
[
"Zhang",
"Qixun",
""
],
[
"Yuan",
"Xin",
""
],
[
"Zhang",
"Ping",
""
]
] | In this paper, we propose a joint single-base localization and communication enhancement scheme for the uplink (UL) integrated sensing and communications (ISAC) system with asynchronism, which can achieve accurate single-base localization of user equipment (UE) and significantly improve the communication reliability de... |
1509.04806 | Francisco Su\'arez-Ruiz | Francisco Su\'arez-Ruiz and Quang-Cuong Pham | A Framework for Fine Robotic Assembly | 8 pages, 7 figures, 2 tables | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fine robotic assembly, in which the parts to be assembled are small and
fragile and lie in an unstructured environment, is still out of reach of
today's industrial robots. The main difficulties arise in the precise
localization of the parts in an unstructured environment and the control of
contact interactions. Our c... | [
{
"created": "Wed, 16 Sep 2015 03:55:33 GMT",
"version": "v1"
}
] | 2015-09-17 | [
[
"Suárez-Ruiz",
"Francisco",
""
],
[
"Pham",
"Quang-Cuong",
""
]
] | Fine robotic assembly, in which the parts to be assembled are small and fragile and lie in an unstructured environment, is still out of reach of today's industrial robots. The main difficulties arise in the precise localization of the parts in an unstructured environment and the control of contact interactions. Our con... |
1601.05187 | Ron van der Meyden | Sebastian Eggert and Ron van der Meyden | Dynamic Intransitive Noninterference Revisited | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The paper studies dynamic information flow security policies in an
automaton-based model. Two semantic interpretations of such policies are
developed, both of which generalize the notion of TA-security [van der Meyden
ESORICS 2007] for static intransitive noninterference policies. One of the
interpretations focuses o... | [
{
"created": "Wed, 20 Jan 2016 07:04:28 GMT",
"version": "v1"
}
] | 2016-01-21 | [
[
"Eggert",
"Sebastian",
""
],
[
"van der Meyden",
"Ron",
""
]
] | The paper studies dynamic information flow security policies in an automaton-based model. Two semantic interpretations of such policies are developed, both of which generalize the notion of TA-security [van der Meyden ESORICS 2007] for static intransitive noninterference policies. One of the interpretations focuses on ... |
2311.03225 | Yuto Okada | Tatsuya Gima, Soh Kumabe, Kazuhiro Kurita, Yuto Okada, Yota Otachi | Dichotomies for Tree Minor Containment with Structural Parameters | 25 pages, 4 figures, WALCOM 2024 | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The problem of determining whether a graph $G$ contains another graph $H$ as
a minor, referred to as the minor containment problem, is a fundamental problem
in the field of graph algorithms. While it is NP-complete when $G$ and $H$ are
general graphs, it is sometimes tractable on more restricted graph classes.
This s... | [
{
"created": "Mon, 6 Nov 2023 16:11:37 GMT",
"version": "v1"
}
] | 2023-11-07 | [
[
"Gima",
"Tatsuya",
""
],
[
"Kumabe",
"Soh",
""
],
[
"Kurita",
"Kazuhiro",
""
],
[
"Okada",
"Yuto",
""
],
[
"Otachi",
"Yota",
""
]
] | The problem of determining whether a graph $G$ contains another graph $H$ as a minor, referred to as the minor containment problem, is a fundamental problem in the field of graph algorithms. While it is NP-complete when $G$ and $H$ are general graphs, it is sometimes tractable on more restricted graph classes. This stu... |
1312.6173 | Karl Moritz Hermann | Karl Moritz Hermann and Phil Blunsom | Multilingual Distributed Representations without Word Alignment | To appear at ICLR 2014 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Distributed representations of meaning are a natural way to encode covariance
relationships between words and phrases in NLP. By overcoming data sparsity
problems, as well as providing information about semantic relatedness which is
not available in discrete representations, distributed representations have
proven us... | [
{
"created": "Fri, 20 Dec 2013 23:13:38 GMT",
"version": "v1"
},
{
"created": "Fri, 21 Feb 2014 20:24:06 GMT",
"version": "v2"
},
{
"created": "Mon, 17 Mar 2014 17:52:13 GMT",
"version": "v3"
},
{
"created": "Thu, 20 Mar 2014 13:55:02 GMT",
"version": "v4"
}
] | 2014-03-21 | [
[
"Hermann",
"Karl Moritz",
""
],
[
"Blunsom",
"Phil",
""
]
] | Distributed representations of meaning are a natural way to encode covariance relationships between words and phrases in NLP. By overcoming data sparsity problems, as well as providing information about semantic relatedness which is not available in discrete representations, distributed representations have proven usef... |
2302.10801 | Halid Ziya Yerebakan | Halid Ziya Yerebakan, Gerardo Hermosillo Valadez | Deep Generative Neural Embeddings for High Dimensional Data
Visualization | High Dimensional Data Visualization | null | null | null | cs.LG cs.CV cs.HC | http://creativecommons.org/licenses/by-sa/4.0/ | We propose a visualization technique that utilizes neural network embeddings
and a generative network to reconstruct original data. This method allows for
independent manipulation of individual image embeddings through its
non-parametric structure, providing more flexibility than traditional
autoencoder approaches. W... | [
{
"created": "Wed, 25 Jan 2023 14:18:09 GMT",
"version": "v1"
}
] | 2023-02-22 | [
[
"Yerebakan",
"Halid Ziya",
""
],
[
"Valadez",
"Gerardo Hermosillo",
""
]
] | We propose a visualization technique that utilizes neural network embeddings and a generative network to reconstruct original data. This method allows for independent manipulation of individual image embeddings through its non-parametric structure, providing more flexibility than traditional autoencoder approaches. We ... |
2209.10155 | Zihui Guo | Zihui Guo, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, and
Wanqing Li | FT-HID: A Large Scale RGB-D Dataset for First and Third Person Human
Interaction Analysis | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Analysis of human interaction is one important research topic of human motion
analysis. It has been studied either using first person vision (FPV) or third
person vision (TPV). However, the joint learning of both types of vision has so
far attracted little attention. One of the reasons is the lack of suitable
dataset... | [
{
"created": "Wed, 21 Sep 2022 07:24:15 GMT",
"version": "v1"
}
] | 2022-09-22 | [
[
"Guo",
"Zihui",
""
],
[
"Hou",
"Yonghong",
""
],
[
"Wang",
"Pichao",
""
],
[
"Gao",
"Zhimin",
""
],
[
"Xu",
"Mingliang",
""
],
[
"Li",
"Wanqing",
""
]
] | Analysis of human interaction is one important research topic of human motion analysis. It has been studied either using first person vision (FPV) or third person vision (TPV). However, the joint learning of both types of vision has so far attracted little attention. One of the reasons is the lack of suitable datasets ... |
1109.1314 | Tom Schaul | Tom Schaul, Julian Togelius, J\"urgen Schmidhuber | Measuring Intelligence through Games | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Artificial general intelligence (AGI) refers to research aimed at tackling
the full problem of artificial intelligence, that is, create truly intelligent
agents. This sets it apart from most AI research which aims at solving
relatively narrow domains, such as character recognition, motion planning, or
increasing play... | [
{
"created": "Tue, 6 Sep 2011 22:13:30 GMT",
"version": "v1"
}
] | 2011-09-08 | [
[
"Schaul",
"Tom",
""
],
[
"Togelius",
"Julian",
""
],
[
"Schmidhuber",
"Jürgen",
""
]
] | Artificial general intelligence (AGI) refers to research aimed at tackling the full problem of artificial intelligence, that is, create truly intelligent agents. This sets it apart from most AI research which aims at solving relatively narrow domains, such as character recognition, motion planning, or increasing player... |
2202.06407 | En Yen Puang | En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing | Hierarchical Point Cloud Encoding and Decoding with Lightweight
Self-Attention based Model | Accepted by RA-Letters and ICRA 2022 | null | 10.1109/LRA.2022.3149569 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present SA-CNN, a hierarchical and lightweight
self-attention based encoding and decoding architecture for representation
learning of point cloud data. The proposed SA-CNN introduces convolution and
transposed convolution stacks to capture and generate contextual information
among unordered 3D points... | [
{
"created": "Sun, 13 Feb 2022 21:10:06 GMT",
"version": "v1"
}
] | 2022-03-16 | [
[
"Puang",
"En Yen",
""
],
[
"Zhang",
"Hao",
""
],
[
"Zhu",
"Hongyuan",
""
],
[
"Jing",
"Wei",
""
]
] | In this paper we present SA-CNN, a hierarchical and lightweight self-attention based encoding and decoding architecture for representation learning of point cloud data. The proposed SA-CNN introduces convolution and transposed convolution stacks to capture and generate contextual information among unordered 3D points. ... |
2307.00610 | Inna Vogel | Raphael Frick, Inna Vogel | Fraunhofer SIT at CheckThat! 2023: Mixing Single-Modal Classifiers to
Estimate the Check-Worthiness of Multi-Modal Tweets | 8 pages | CLEF 2023 | null | null | cs.LG cs.CL cs.SI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The option of sharing images, videos and audio files on social media opens up
new possibilities for distinguishing between false information and fake news on
the Internet. Due to the vast amount of data shared every second on social
media, not all data can be verified by a computer or a human expert. Here, a
check-wo... | [
{
"created": "Sun, 2 Jul 2023 16:35:54 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jul 2023 14:54:13 GMT",
"version": "v2"
}
] | 2023-07-28 | [
[
"Frick",
"Raphael",
""
],
[
"Vogel",
"Inna",
""
]
] | The option of sharing images, videos and audio files on social media opens up new possibilities for distinguishing between false information and fake news on the Internet. Due to the vast amount of data shared every second on social media, not all data can be verified by a computer or a human expert. Here, a check-wort... |
1704.06611 | Jonathon Cai | Jonathon Cai, Richard Shin, Dawn Song | Making Neural Programming Architectures Generalize via Recursion | Published in ICLR 2017 | null | null | null | cs.LG cs.NE cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Empirically, neural networks that attempt to learn programs from data have
exhibited poor generalizability. Moreover, it has traditionally been difficult
to reason about the behavior of these models beyond a certain level of input
complexity. In order to address these issues, we propose augmenting neural
architecture... | [
{
"created": "Fri, 21 Apr 2017 16:02:26 GMT",
"version": "v1"
}
] | 2017-04-24 | [
[
"Cai",
"Jonathon",
""
],
[
"Shin",
"Richard",
""
],
[
"Song",
"Dawn",
""
]
] | Empirically, neural networks that attempt to learn programs from data have exhibited poor generalizability. Moreover, it has traditionally been difficult to reason about the behavior of these models beyond a certain level of input complexity. In order to address these issues, we propose augmenting neural architectures ... |
1905.13127 | Xiao Zhou | Xiao Zhou, Cecilia Mascolo and Zhongxiang Zhao | Topic-Enhanced Memory Networks for Personalised Point-of-Interest
Recommendation | 11 pages, 6 figures, The 25th ACM SIGKDD Conference on Knowledge
Discovery and Data Mining (KDD '19) | null | 10.1145/3292500.3330781 | null | cs.IR cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Point-of-Interest (POI) recommender systems play a vital role in people's
lives by recommending unexplored POIs to users and have drawn extensive
attention from both academia and industry. Despite their value, however, they
still suffer from the challenges of capturing complicated user preferences and
fine-grained us... | [
{
"created": "Sun, 19 May 2019 18:00:05 GMT",
"version": "v1"
}
] | 2019-05-31 | [
[
"Zhou",
"Xiao",
""
],
[
"Mascolo",
"Cecilia",
""
],
[
"Zhao",
"Zhongxiang",
""
]
] | Point-of-Interest (POI) recommender systems play a vital role in people's lives by recommending unexplored POIs to users and have drawn extensive attention from both academia and industry. Despite their value, however, they still suffer from the challenges of capturing complicated user preferences and fine-grained user... |
1401.2405 | Ghassan Samara | Ghassan Samara, Tareq Alhmiedat, Amer O. Abu Salem | Dynamic Safety Message Power Control in VANET Using PSO | 9 pages. arXiv admin note: substantial text overlap with
arXiv:1311.2364 | The World of Computer Science and Information Technology Journal
(WSCIT). 2013, Volume 3, Issue 10. pp. 176.184 | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the recent years Vehicular Ad hoc Networks (VANET) became one of the most
challenging research area in the field of Mobile Ad hoc Networks (MANET).
Vehicles in VANET send emergency and safety periodic messages through one
control channel having a limited bandwidth, which causes a growing collision to
the channel e... | [
{
"created": "Fri, 10 Jan 2014 17:10:20 GMT",
"version": "v1"
},
{
"created": "Tue, 21 Jan 2014 13:22:00 GMT",
"version": "v2"
}
] | 2014-01-22 | [
[
"Samara",
"Ghassan",
""
],
[
"Alhmiedat",
"Tareq",
""
],
[
"Salem",
"Amer O. Abu",
""
]
] | In the recent years Vehicular Ad hoc Networks (VANET) became one of the most challenging research area in the field of Mobile Ad hoc Networks (MANET). Vehicles in VANET send emergency and safety periodic messages through one control channel having a limited bandwidth, which causes a growing collision to the channel esp... |
1911.02373 | Davood Mohajerani | Alexander Brandt, Davood Mohajerani, Marc Moreno Maza, Jeeva Paudel,
Linxiao Wang | KLARAPTOR: A Tool for Dynamically Finding Optimal Kernel Launch
Parameters Targeting CUDA Programs | 10 pages. arXiv admin note: text overlap with arXiv:1906.00142 | null | null | null | cs.DC cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present KLARAPTOR (Kernel LAunch parameters RAtional Program
estimaTOR), a new tool built on top of the LLVM Pass Framework and NVIDIA CUPTI
API to dynamically determine the optimal values of kernel launch parameters of
a CUDA program P. To be precise, we describe a novel technique to statically
buil... | [
{
"created": "Tue, 5 Nov 2019 00:24:56 GMT",
"version": "v1"
}
] | 2019-11-07 | [
[
"Brandt",
"Alexander",
""
],
[
"Mohajerani",
"Davood",
""
],
[
"Maza",
"Marc Moreno",
""
],
[
"Paudel",
"Jeeva",
""
],
[
"Wang",
"Linxiao",
""
]
] | In this paper we present KLARAPTOR (Kernel LAunch parameters RAtional Program estimaTOR), a new tool built on top of the LLVM Pass Framework and NVIDIA CUPTI API to dynamically determine the optimal values of kernel launch parameters of a CUDA program P. To be precise, we describe a novel technique to statically build ... |
2103.16345 | Nicolas Moes | Nicolas Moes and Nicolas Chevaugeon | Lipschitz regularization for softening material models: the Lip-field
approach | 21 pages | Comptes Rendus. M\'ecanique, Tome 349 (2021) no. 2, pp. 415-434 | 10.5802/crmeca.91 | null | cs.CE | http://creativecommons.org/licenses/by/4.0/ | Softening material models are known to trigger spurious localizations.This
may be shown theoretically by the existence of solutions with zero dissipation
when localization occurs and numerically with spurious mesh dependency and
localization in a single layer of elements. We introduce in this paper a new
way to avoid... | [
{
"created": "Tue, 30 Mar 2021 13:43:05 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Jul 2021 12:40:26 GMT",
"version": "v2"
}
] | 2021-08-10 | [
[
"Moes",
"Nicolas",
""
],
[
"Chevaugeon",
"Nicolas",
""
]
] | Softening material models are known to trigger spurious localizations.This may be shown theoretically by the existence of solutions with zero dissipation when localization occurs and numerically with spurious mesh dependency and localization in a single layer of elements. We introduce in this paper a new way to avoid s... |
1308.4469 | Craig Dillabaugh Dr | Craig Dillabaugh | External Memory Algorithms For Path Traversal in Graphs | 181 pages | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This thesis presents a number of results related to path traversal in trees
and graphs. In particular, we focus on data structures which allow such
traversals to be performed efficiently in the external memory setting. In
addition, for trees and planar graphs the data structures we present are
succinct. Our tree stru... | [
{
"created": "Wed, 21 Aug 2013 01:56:50 GMT",
"version": "v1"
}
] | 2013-08-22 | [
[
"Dillabaugh",
"Craig",
""
]
] | This thesis presents a number of results related to path traversal in trees and graphs. In particular, we focus on data structures which allow such traversals to be performed efficiently in the external memory setting. In addition, for trees and planar graphs the data structures we present are succinct. Our tree struct... |
1711.05557 | Chee Seng Chan | Ying Hua Tan, Chee Seng Chan | Phrase-based Image Captioning with Hierarchical LSTM Model | 17 pages, 12 figures, ACCV2016 extension, phrase-based image
captioning | null | null | null | cs.CV cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automatic generation of caption to describe the content of an image has been
gaining a lot of research interests recently, where most of the existing works
treat the image caption as pure sequential data. Natural language, however
possess a temporal hierarchy structure, with complex dependencies between each
subseque... | [
{
"created": "Sat, 11 Nov 2017 10:48:59 GMT",
"version": "v1"
}
] | 2017-11-16 | [
[
"Tan",
"Ying Hua",
""
],
[
"Chan",
"Chee Seng",
""
]
] | Automatic generation of caption to describe the content of an image has been gaining a lot of research interests recently, where most of the existing works treat the image caption as pure sequential data. Natural language, however possess a temporal hierarchy structure, with complex dependencies between each subsequenc... |
2406.07042 | Yining Shi | Yining Shi, Kun Jiang, Ke Wang, Kangan Qian, Yunlong Wang, Jiusi Li,
Tuopu Wen, Mengmeng Yang, Yiliang Xu, Diange Yang | EFFOcc: A Minimal Baseline for EFficient Fusion-based 3D Occupancy
Network | preprint under review | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | 3D occupancy prediction (Occ) is a rapidly rising challenging perception task
in the field of autonomous driving which represents the driving scene as
uniformly partitioned 3D voxel grids with semantics. Compared to 3D object
detection, grid perception has great advantage of better recognizing
irregularly shaped, unk... | [
{
"created": "Tue, 11 Jun 2024 08:01:02 GMT",
"version": "v1"
}
] | 2024-06-12 | [
[
"Shi",
"Yining",
""
],
[
"Jiang",
"Kun",
""
],
[
"Wang",
"Ke",
""
],
[
"Qian",
"Kangan",
""
],
[
"Wang",
"Yunlong",
""
],
[
"Li",
"Jiusi",
""
],
[
"Wen",
"Tuopu",
""
],
[
"Yang",
"Mengmeng",
... | 3D occupancy prediction (Occ) is a rapidly rising challenging perception task in the field of autonomous driving which represents the driving scene as uniformly partitioned 3D voxel grids with semantics. Compared to 3D object detection, grid perception has great advantage of better recognizing irregularly shaped, unkno... |
cs/0607099 | Syed Jafar | Syed A. Jafar, Shlomo Shamai (Shitz) | Degrees of Freedom Region for the MIMO X Channel | 31 pages | null | null | null | cs.IT math.IT | null | We provide achievability as well as converse results for the degrees of
freedom region of a MIMO $X$ channel, i.e., a system with two transmitters, two
receivers, each equipped with multiple antennas, where independent messages
need to be conveyed over fixed channels from each transmitter to each receiver.
With M=1 a... | [
{
"created": "Fri, 21 Jul 2006 07:50:42 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Sep 2006 23:55:53 GMT",
"version": "v2"
},
{
"created": "Fri, 11 May 2007 20:48:40 GMT",
"version": "v3"
}
] | 2007-07-13 | [
[
"Jafar",
"Syed A.",
"",
"Shitz"
],
[
"Shamai",
"Shlomo",
"",
"Shitz"
]
] | We provide achievability as well as converse results for the degrees of freedom region of a MIMO $X$ channel, i.e., a system with two transmitters, two receivers, each equipped with multiple antennas, where independent messages need to be conveyed over fixed channels from each transmitter to each receiver. With M=1 ant... |
1905.13000 | Nicol\`o Pagliana | Nicol\`o Pagliana and Lorenzo Rosasco | Implicit Regularization of Accelerated Methods in Hilbert Spaces | null | null | null | null | cs.LG math.OC math.SP stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study learning properties of accelerated gradient descent methods for
linear least-squares in Hilbert spaces. We analyze the implicit regularization
properties of Nesterov acceleration and a variant of heavy-ball in terms of
corresponding learning error bounds. Our results show that acceleration can
provides faste... | [
{
"created": "Thu, 30 May 2019 12:37:23 GMT",
"version": "v1"
},
{
"created": "Fri, 31 May 2019 10:41:40 GMT",
"version": "v2"
},
{
"created": "Tue, 18 Jun 2019 07:34:58 GMT",
"version": "v3"
},
{
"created": "Mon, 16 Dec 2019 03:47:45 GMT",
"version": "v4"
}
] | 2019-12-17 | [
[
"Pagliana",
"Nicolò",
""
],
[
"Rosasco",
"Lorenzo",
""
]
] | We study learning properties of accelerated gradient descent methods for linear least-squares in Hilbert spaces. We analyze the implicit regularization properties of Nesterov acceleration and a variant of heavy-ball in terms of corresponding learning error bounds. Our results show that acceleration can provides faster ... |
2103.04059 | Ali Cheraghian | Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars
Petersson, Mehrtash Harandi | Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental
Learning | Accepted at CVPR 2021 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Few-shot class incremental learning (FSCIL) portrays the problem of learning
new concepts gradually, where only a few examples per concept are available to
the learner. Due to the limited number of examples for training, the techniques
developed for standard incremental learning cannot be applied verbatim to
FSCIL. I... | [
{
"created": "Sat, 6 Mar 2021 08:07:26 GMT",
"version": "v1"
},
{
"created": "Wed, 31 Mar 2021 02:27:53 GMT",
"version": "v2"
}
] | 2021-04-01 | [
[
"Cheraghian",
"Ali",
""
],
[
"Rahman",
"Shafin",
""
],
[
"Fang",
"Pengfei",
""
],
[
"Roy",
"Soumava Kumar",
""
],
[
"Petersson",
"Lars",
""
],
[
"Harandi",
"Mehrtash",
""
]
] | Few-shot class incremental learning (FSCIL) portrays the problem of learning new concepts gradually, where only a few examples per concept are available to the learner. Due to the limited number of examples for training, the techniques developed for standard incremental learning cannot be applied verbatim to FSCIL. In ... |
1506.02515 | Vadim Lebedev | Vadim Lebedev, Victor Lempitsky | Fast ConvNets Using Group-wise Brain Damage | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We revisit the idea of brain damage, i.e. the pruning of the coefficients of
a neural network, and suggest how brain damage can be modified and used to
speedup convolutional layers. The approach uses the fact that many efficient
implementations reduce generalized convolutions to matrix multiplications. The
suggested ... | [
{
"created": "Mon, 8 Jun 2015 14:20:37 GMT",
"version": "v1"
},
{
"created": "Mon, 7 Dec 2015 18:11:36 GMT",
"version": "v2"
}
] | 2015-12-08 | [
[
"Lebedev",
"Vadim",
""
],
[
"Lempitsky",
"Victor",
""
]
] | We revisit the idea of brain damage, i.e. the pruning of the coefficients of a neural network, and suggest how brain damage can be modified and used to speedup convolutional layers. The approach uses the fact that many efficient implementations reduce generalized convolutions to matrix multiplications. The suggested br... |
1307.5667 | Masoumeh Vali | Masoumeh Vali | New Optimization Approach Using Clustering-Based Parallel Genetic
Algorithm | null | null | null | null | cs.NE math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many global Optimization Problems, it is required to evaluate a global
point (min or max) in large space that calculation effort is very high. In this
paper is presented new approach for optimization problem with subdivision
labeling method (SLM) but in this method for higher dimensional has high
calculation effor... | [
{
"created": "Mon, 22 Jul 2013 12:07:22 GMT",
"version": "v1"
}
] | 2013-07-23 | [
[
"Vali",
"Masoumeh",
""
]
] | In many global Optimization Problems, it is required to evaluate a global point (min or max) in large space that calculation effort is very high. In this paper is presented new approach for optimization problem with subdivision labeling method (SLM) but in this method for higher dimensional has high calculation effort.... |
cs/0603100 | Alin Suciu PhD | Alin Suciu, Kalman Pusztai | Efficient Compression of Prolog Programs | null | null | null | null | cs.PL | null | We propose a special-purpose class of compression algorithms for efficient
compression of Prolog programs. It is a dictionary-based compression method,
specially designed for the compression of Prolog code, and therefore we name it
PCA (Prolog Compression Algorithm). According to the experimental results this
method ... | [
{
"created": "Sun, 26 Mar 2006 20:27:40 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Suciu",
"Alin",
""
],
[
"Pusztai",
"Kalman",
""
]
] | We propose a special-purpose class of compression algorithms for efficient compression of Prolog programs. It is a dictionary-based compression method, specially designed for the compression of Prolog code, and therefore we name it PCA (Prolog Compression Algorithm). According to the experimental results this method pr... |
1212.6602 | Haizhang Zhang | Haizhang Zhang | Multidimensional Analytic Signals and the Bedrosian Identity | null | null | null | null | cs.IT math.CA math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The analytic signal method via the Hilbert transform is a key tool in signal
analysis and processing, especially in the time-frquency analysis. Imaging and
other applications to multidimensional signals call for extension of the method
to higher dimensions. We justify the usage of partial Hilbert transforms to
define... | [
{
"created": "Sat, 29 Dec 2012 09:18:52 GMT",
"version": "v1"
}
] | 2013-01-01 | [
[
"Zhang",
"Haizhang",
""
]
] | The analytic signal method via the Hilbert transform is a key tool in signal analysis and processing, especially in the time-frquency analysis. Imaging and other applications to multidimensional signals call for extension of the method to higher dimensions. We justify the usage of partial Hilbert transforms to define m... |
2404.14097 | Gabriele Taentzer | Christoph Bockisch, Gabriele Taentzer, Daniel Neufeld | MMT: Mutation Testing of Java Bytecode with Model Transformation -- An
Illustrative Demonstration | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Mutation testing is an approach to check the robustness of test suites. The
program code is slightly changed by mutations to inject errors. A test suite is
robust enough if it finds such errors. Tools for mutation testing usually
integrate sets of mutation operators such as, for example, swapping arithmetic
operators... | [
{
"created": "Mon, 22 Apr 2024 11:33:21 GMT",
"version": "v1"
}
] | 2024-04-23 | [
[
"Bockisch",
"Christoph",
""
],
[
"Taentzer",
"Gabriele",
""
],
[
"Neufeld",
"Daniel",
""
]
] | Mutation testing is an approach to check the robustness of test suites. The program code is slightly changed by mutations to inject errors. A test suite is robust enough if it finds such errors. Tools for mutation testing usually integrate sets of mutation operators such as, for example, swapping arithmetic operators; ... |
2401.05912 | Ivandr\'e Paraboni | Wesley Ramos dos Santos and Ivandre Paraboni | Prompt-based mental health screening from social media text | To appear in BrasNam-2024 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | This article presents a method for prompt-based mental health screening from
a large and noisy dataset of social media text. Our method uses GPT 3.5.
prompting to distinguish publications that may be more relevant to the task,
and then uses a straightforward bag-of-words text classifier to predict actual
user labels.... | [
{
"created": "Thu, 11 Jan 2024 13:44:28 GMT",
"version": "v1"
},
{
"created": "Sat, 11 May 2024 12:18:51 GMT",
"version": "v2"
}
] | 2024-05-14 | [
[
"Santos",
"Wesley Ramos dos",
""
],
[
"Paraboni",
"Ivandre",
""
]
] | This article presents a method for prompt-based mental health screening from a large and noisy dataset of social media text. Our method uses GPT 3.5. prompting to distinguish publications that may be more relevant to the task, and then uses a straightforward bag-of-words text classifier to predict actual user labels. R... |
2309.14303 | Tuan Truong Vu | Quang Nguyen, Truong Vu, Anh Tran, Khoi Nguyen | Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for
Pixel-Level Semantic Segmentation | Accepted to NeurIPS 2023. Our project page:
https://dataset-diffusion.github.io/ | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Preparing training data for deep vision models is a labor-intensive task. To
address this, generative models have emerged as an effective solution for
generating synthetic data. While current generative models produce image-level
category labels, we propose a novel method for generating pixel-level semantic
segmentat... | [
{
"created": "Mon, 25 Sep 2023 17:19:26 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Sep 2023 04:26:29 GMT",
"version": "v2"
},
{
"created": "Fri, 29 Sep 2023 03:28:36 GMT",
"version": "v3"
},
{
"created": "Mon, 13 Nov 2023 05:11:52 GMT",
"version": "v4"
}
] | 2023-11-14 | [
[
"Nguyen",
"Quang",
""
],
[
"Vu",
"Truong",
""
],
[
"Tran",
"Anh",
""
],
[
"Nguyen",
"Khoi",
""
]
] | Preparing training data for deep vision models is a labor-intensive task. To address this, generative models have emerged as an effective solution for generating synthetic data. While current generative models produce image-level category labels, we propose a novel method for generating pixel-level semantic segmentatio... |
2103.01618 | Eugene d'Eon | Eugene d'Eon | An analytic BRDF for materials with spherical Lambertian scatterers | 11 pages | null | null | null | cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a new analytic BRDF for porous materials comprised of spherical
Lambertian scatterers. The BRDF has a single parameter: the albedo of the
Lambertian particles. The resulting appearance exhibits strong back scattering
and saturation effects that height-field-based models such as Oren-Nayar cannot
reproduce.... | [
{
"created": "Tue, 2 Mar 2021 10:19:17 GMT",
"version": "v1"
}
] | 2021-03-03 | [
[
"d'Eon",
"Eugene",
""
]
] | We present a new analytic BRDF for porous materials comprised of spherical Lambertian scatterers. The BRDF has a single parameter: the albedo of the Lambertian particles. The resulting appearance exhibits strong back scattering and saturation effects that height-field-based models such as Oren-Nayar cannot reproduce. |
1904.01913 | Sudhir R. Ghorpade | Sudhir R. Ghorpade and Trygve Johnsen | A Polymatroid Approach to Generalized Weights of Rank Metric Codes | 22 pages; with minor revisions in the previous version | null | null | null | cs.IT math.CO math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the notion of a $(q,m)$-polymatroid, due to Shiromoto, and the
more general notion of $(q,m)$-demi-polymatroid, and show how generalized
weights can be defined for them. Further, we establish a duality for these
weights analogous to Wei duality for generalized Hamming weights of linear
codes. The correspo... | [
{
"created": "Wed, 3 Apr 2019 11:00:14 GMT",
"version": "v1"
},
{
"created": "Mon, 27 May 2019 16:03:12 GMT",
"version": "v2"
}
] | 2019-05-28 | [
[
"Ghorpade",
"Sudhir R.",
""
],
[
"Johnsen",
"Trygve",
""
]
] | We consider the notion of a $(q,m)$-polymatroid, due to Shiromoto, and the more general notion of $(q,m)$-demi-polymatroid, and show how generalized weights can be defined for them. Further, we establish a duality for these weights analogous to Wei duality for generalized Hamming weights of linear codes. The correspond... |
2101.11476 | Alvaro Gomariz | Alvaro Gomariz, Raphael Egli, Tiziano Portenier, C\'esar
Nombela-Arrieta, Orcun Goksel | Utilizing Uncertainty Estimation in Deep Learning Segmentation of
Fluorescence Microscopy Images with Missing Markers | Accepted at the IEEE International Symposium on Biomedical Imaging
(ISBI) 2021. 4 pages and 4 figures | null | null | null | cs.CV cs.LG eess.IV | http://creativecommons.org/licenses/by/4.0/ | Fluorescence microscopy images contain several channels, each indicating a
marker staining the sample. Since many different marker combinations are
utilized in practice, it has been challenging to apply deep learning based
segmentation models, which expect a predefined channel combination for all
training samples as ... | [
{
"created": "Wed, 27 Jan 2021 15:06:04 GMT",
"version": "v1"
}
] | 2021-01-28 | [
[
"Gomariz",
"Alvaro",
""
],
[
"Egli",
"Raphael",
""
],
[
"Portenier",
"Tiziano",
""
],
[
"Nombela-Arrieta",
"César",
""
],
[
"Goksel",
"Orcun",
""
]
] | Fluorescence microscopy images contain several channels, each indicating a marker staining the sample. Since many different marker combinations are utilized in practice, it has been challenging to apply deep learning based segmentation models, which expect a predefined channel combination for all training samples as we... |
2401.02097 | Shao-Yu Chang | Jeffrey Zhang, Shao-Yu Chang, Kedan Li, David Forsyth | Preserving Image Properties Through Initializations in Diffusion Models | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Retail photography imposes specific requirements on images. For instance,
images may need uniform background colors, consistent model poses, centered
products, and consistent lighting. Minor deviations from these standards impact
a site's aesthetic appeal, making the images unsuitable for use. We show that
Stable Dif... | [
{
"created": "Thu, 4 Jan 2024 06:55:49 GMT",
"version": "v1"
}
] | 2024-01-05 | [
[
"Zhang",
"Jeffrey",
""
],
[
"Chang",
"Shao-Yu",
""
],
[
"Li",
"Kedan",
""
],
[
"Forsyth",
"David",
""
]
] | Retail photography imposes specific requirements on images. For instance, images may need uniform background colors, consistent model poses, centered products, and consistent lighting. Minor deviations from these standards impact a site's aesthetic appeal, making the images unsuitable for use. We show that Stable Diffu... |
1903.05683 | Mohammad Sadegh Rasooli | Mohammad Sadegh Rasooli and Michael Collins | Low-Resource Syntactic Transfer with Unsupervised Source Reordering | Accepted in NAACL 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We describe a cross-lingual transfer method for dependency parsing that takes
into account the problem of word order differences between source and target
languages. Our model only relies on the Bible, a considerably smaller parallel
data than the commonly used parallel data in transfer methods. We use the
concatenat... | [
{
"created": "Wed, 13 Mar 2019 19:01:00 GMT",
"version": "v1"
}
] | 2019-03-15 | [
[
"Rasooli",
"Mohammad Sadegh",
""
],
[
"Collins",
"Michael",
""
]
] | We describe a cross-lingual transfer method for dependency parsing that takes into account the problem of word order differences between source and target languages. Our model only relies on the Bible, a considerably smaller parallel data than the commonly used parallel data in transfer methods. We use the concatenatio... |
2212.04563 | Harsiddh Kalariya | Harsiddh Kalariya, Kavish Shah and Vini Patel | An SLR on Edge Computing Security and possible threat protection | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | Mobile and Internet of Things devices are generating enormous amounts of
multi-modal data due to their exponential growth and accessibility. As a
result, these data sources must be directly analyzed in real time at the
network edge rather than relying on the cloud. Significant processing power at
the network's edge h... | [
{
"created": "Thu, 8 Dec 2022 21:10:20 GMT",
"version": "v1"
}
] | 2022-12-12 | [
[
"Kalariya",
"Harsiddh",
""
],
[
"Shah",
"Kavish",
""
],
[
"Patel",
"Vini",
""
]
] | Mobile and Internet of Things devices are generating enormous amounts of multi-modal data due to their exponential growth and accessibility. As a result, these data sources must be directly analyzed in real time at the network edge rather than relying on the cloud. Significant processing power at the network's edge has... |
2110.10746 | Maxime Peyrard | Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West | Better than Average: Paired Evaluation of NLP Systems | Published in ACL 2021 (long paper) | null | 10.18653/v1/2021.acl-long.179 | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Evaluation in NLP is usually done by comparing the scores of competing
systems independently averaged over a common set of test instances. In this
work, we question the use of averages for aggregating evaluation scores into a
final number used to decide which system is best, since the average, as well as
alternatives... | [
{
"created": "Wed, 20 Oct 2021 19:40:31 GMT",
"version": "v1"
}
] | 2021-10-22 | [
[
"Peyrard",
"Maxime",
""
],
[
"Zhao",
"Wei",
""
],
[
"Eger",
"Steffen",
""
],
[
"West",
"Robert",
""
]
] | Evaluation in NLP is usually done by comparing the scores of competing systems independently averaged over a common set of test instances. In this work, we question the use of averages for aggregating evaluation scores into a final number used to decide which system is best, since the average, as well as alternatives s... |
1312.7520 | Muhammad Imran | Muhammad Imran | An Effective End-User Development Approach Through Domain-Specific
Mashups for Research Impact Evaluation | This PhD dissertation consists of 206 pages | null | null | null | cs.DL cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Over the last decade, there has been growing interest in the assessment of
the performance of researchers, research groups, universities and even
countries. The assessment of productivity is an instrument to select and
promote personnel, assign research grants and measure the results of research
projects. One particu... | [
{
"created": "Sun, 29 Dec 2013 11:19:21 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Jan 2014 18:11:41 GMT",
"version": "v2"
},
{
"created": "Mon, 6 Jan 2014 19:08:43 GMT",
"version": "v3"
}
] | 2014-01-07 | [
[
"Imran",
"Muhammad",
""
]
] | Over the last decade, there has been growing interest in the assessment of the performance of researchers, research groups, universities and even countries. The assessment of productivity is an instrument to select and promote personnel, assign research grants and measure the results of research projects. One particula... |
1304.5705 | Rajendra Bera | Rajendra K. Bera | A novice looks at emotional cognition | 11 pages, 1 figure | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modeling emotional-cognition is in a nascent stage and therefore wide-open
for new ideas and discussions. In this paper the author looks at the modeling
problem by bringing in ideas from axiomatic mathematics, information theory,
computer science, molecular biology, non-linear dynamical systems and quantum
computing ... | [
{
"created": "Sun, 21 Apr 2013 08:08:38 GMT",
"version": "v1"
}
] | 2013-04-23 | [
[
"Bera",
"Rajendra K.",
""
]
] | Modeling emotional-cognition is in a nascent stage and therefore wide-open for new ideas and discussions. In this paper the author looks at the modeling problem by bringing in ideas from axiomatic mathematics, information theory, computer science, molecular biology, non-linear dynamical systems and quantum computing an... |
2206.09389 | Nicolas Peltier | Mnacho Echenim and Nicolas Peltier | Two Results on Separation Logic With Theory Reasoning | ASL 2022 - Workshop on Advancing Separation Logic. arXiv admin note:
substantial text overlap with arXiv:2201.13227 | null | null | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | Two results are presented concerning the entailment problem in Separation
Logic with inductively defined predicate symbols and theory reasoning. First,
we show that the entailment problem is undecidable for rules with bounded
tree-width, if theory reasoning is considered. The result holds for a wide
class of theories... | [
{
"created": "Sun, 19 Jun 2022 12:40:10 GMT",
"version": "v1"
}
] | 2022-06-22 | [
[
"Echenim",
"Mnacho",
""
],
[
"Peltier",
"Nicolas",
""
]
] | Two results are presented concerning the entailment problem in Separation Logic with inductively defined predicate symbols and theory reasoning. First, we show that the entailment problem is undecidable for rules with bounded tree-width, if theory reasoning is considered. The result holds for a wide class of theories, ... |
1407.0474 | Suzhi Bi | Suzhi Bi, Chin Keong Ho, and Rui Zhang | Recent Advances in Joint Wireless Energy and Information Transfer | Conference submission accepted by ITW 2014 | null | null | null | cs.NI cs.IT math.IT | http://creativecommons.org/licenses/by/3.0/ | In this paper, we provide an overview of the recent advances in
microwave-enabled wireless energy transfer (WET) technologies and their
applications in wireless communications. Specifically, we divide our
discussions into three parts. First, we introduce the state-of-the-art WET
technologies and the signal processing... | [
{
"created": "Wed, 2 Jul 2014 07:51:08 GMT",
"version": "v1"
}
] | 2014-07-03 | [
[
"Bi",
"Suzhi",
""
],
[
"Ho",
"Chin Keong",
""
],
[
"Zhang",
"Rui",
""
]
] | In this paper, we provide an overview of the recent advances in microwave-enabled wireless energy transfer (WET) technologies and their applications in wireless communications. Specifically, we divide our discussions into three parts. First, we introduce the state-of-the-art WET technologies and the signal processing t... |
2108.07405 | Xinyue Zhang | Xinyue Zhang, Nannan Wu, Zixu Zhen, Wenjun Wang | ANOMALYMAXQ:Anomaly-Structured Maximization to Query in Attributed
Network | null | null | null | null | cs.DS cs.NA math.NA | http://creativecommons.org/licenses/by/4.0/ | The detection of anomaly subgraphs naturally appears in various real-life
tasks, yet label noise seriously interferes with the result. As a motivation
for our work, we focus on inaccurate supervision and use prior knowledge to
reduce effects of noise, like query graphs. Anomalies in attributed networks
exhibit struct... | [
{
"created": "Tue, 17 Aug 2021 02:13:22 GMT",
"version": "v1"
}
] | 2021-08-18 | [
[
"Zhang",
"Xinyue",
""
],
[
"Wu",
"Nannan",
""
],
[
"Zhen",
"Zixu",
""
],
[
"Wang",
"Wenjun",
""
]
] | The detection of anomaly subgraphs naturally appears in various real-life tasks, yet label noise seriously interferes with the result. As a motivation for our work, we focus on inaccurate supervision and use prior knowledge to reduce effects of noise, like query graphs. Anomalies in attributed networks exhibit structur... |
2001.01328 | Xuechen Li | Xuechen Li, Ting-Kam Leonard Wong, Ricky T. Q. Chen, David Duvenaud | Scalable Gradients for Stochastic Differential Equations | AISTATS 2020; 25 pages, 6 figures in main text; clarify notation in
appendix | null | null | null | cs.LG cs.NA math.NA stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The adjoint sensitivity method scalably computes gradients of solutions to
ordinary differential equations. We generalize this method to stochastic
differential equations, allowing time-efficient and constant-memory computation
of gradients with high-order adaptive solvers. Specifically, we derive a
stochastic differ... | [
{
"created": "Sun, 5 Jan 2020 23:05:55 GMT",
"version": "v1"
},
{
"created": "Tue, 7 Jan 2020 07:00:00 GMT",
"version": "v2"
},
{
"created": "Wed, 8 Jan 2020 18:15:19 GMT",
"version": "v3"
},
{
"created": "Mon, 24 Feb 2020 17:27:17 GMT",
"version": "v4"
},
{
"crea... | 2020-10-20 | [
[
"Li",
"Xuechen",
""
],
[
"Wong",
"Ting-Kam Leonard",
""
],
[
"Chen",
"Ricky T. Q.",
""
],
[
"Duvenaud",
"David",
""
]
] | The adjoint sensitivity method scalably computes gradients of solutions to ordinary differential equations. We generalize this method to stochastic differential equations, allowing time-efficient and constant-memory computation of gradients with high-order adaptive solvers. Specifically, we derive a stochastic differen... |
2308.16602 | Nesreen Mufid | Nesreen Mufid | Design Challenges for the Implementation of Smart Homes | null | null | null | null | cs.CR eess.SP | http://creativecommons.org/licenses/by-sa/4.0/ | Home automation for many years had faced challenges that limit its spreading
around the world. These challenges caused by the high cost of Own such a home,
inflexibility system (cannot be monitored outside the home) and issues to
achieve optimal security. Our main objective is to design and implement a smart
home mod... | [
{
"created": "Thu, 31 Aug 2023 10:03:29 GMT",
"version": "v1"
}
] | 2023-09-01 | [
[
"Mufid",
"Nesreen",
""
]
] | Home automation for many years had faced challenges that limit its spreading around the world. These challenges caused by the high cost of Own such a home, inflexibility system (cannot be monitored outside the home) and issues to achieve optimal security. Our main objective is to design and implement a smart home model... |
cs/0411020 | Vedran Kordic | A. Albagul and Wahyudi | Dynamic Modelling and Adaptive Traction Control for Mobile Robots | null | International Journal of Advanced Robotic Systems, Volume 1,
Number 3, September 2004, pp.149-154 | null | null | cs.RO | null | Mobile robots have received a great deal of research in recent years. A
significant amount of research has been published in many aspects related to
mobile robots. Most of the research is devoted to design and develop some
control techniques for robot motion and path planning. A large number of
researchers have used ... | [
{
"created": "Mon, 8 Nov 2004 20:44:03 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Albagul",
"A.",
""
],
[
"Wahyudi",
"",
""
]
] | Mobile robots have received a great deal of research in recent years. A significant amount of research has been published in many aspects related to mobile robots. Most of the research is devoted to design and develop some control techniques for robot motion and path planning. A large number of researchers have used ki... |
2102.03583 | Vincent Neiger | Seung Gyu Hyun, Vincent Neiger, \'Eric Schost | Algorithms for Linearly Recurrent Sequences of Truncated Polynomials | 8 pages, ISSAC 2021 | null | null | null | cs.SC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Linear recurrent sequences are those whose elements are defined as linear
combinations of preceding elements, and finding recurrence relations is a
fundamental problem in computer algebra. In this paper, we focus on sequences
whose elements are vectors over the ring $\mathbb{A} = \mathbb{K}[x]/(x^d)$ of
truncated pol... | [
{
"created": "Sat, 6 Feb 2021 13:21:03 GMT",
"version": "v1"
},
{
"created": "Tue, 8 Jun 2021 20:23:09 GMT",
"version": "v2"
}
] | 2021-06-10 | [
[
"Hyun",
"Seung Gyu",
""
],
[
"Neiger",
"Vincent",
""
],
[
"Schost",
"Éric",
""
]
] | Linear recurrent sequences are those whose elements are defined as linear combinations of preceding elements, and finding recurrence relations is a fundamental problem in computer algebra. In this paper, we focus on sequences whose elements are vectors over the ring $\mathbb{A} = \mathbb{K}[x]/(x^d)$ of truncated polyn... |
1212.0114 | Dilip Aldar | Bhalchandra B. Godbole, Dilip S. Aldar | Performance Improvement by Changing Modulation Methods for Software
Defined Radios | IJACSA | null | null | null | cs.OH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes an automatic switching of modulation method to
reconfigure transceivers of Software Defined Radio (SDR) based wireless
communication system. The programmable architecture of Software Radio promotes
a flexible implementation of modulation methods. This flexibility also
translates into adaptively, ... | [
{
"created": "Sat, 1 Dec 2012 13:47:25 GMT",
"version": "v1"
}
] | 2012-12-04 | [
[
"Godbole",
"Bhalchandra B.",
""
],
[
"Aldar",
"Dilip S.",
""
]
] | This paper describes an automatic switching of modulation method to reconfigure transceivers of Software Defined Radio (SDR) based wireless communication system. The programmable architecture of Software Radio promotes a flexible implementation of modulation methods. This flexibility also translates into adaptively, wh... |
1806.02300 | Yuankai Huo | Yuankai Huo, Katherine Swett, Susan M. Resnick, Laurie E. Cutting,
Bennett A. Landman | Data-driven Probabilistic Atlases Capture Whole-brain Individual
Variation | null | null | null | null | cs.LG q-bio.NC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Probabilistic atlases provide essential spatial contextual information for
image interpretation, Bayesian modeling, and algorithmic processing. Such
atlases are typically constructed by grouping subjects with similar demographic
information. Importantly, use of the same scanner minimizes inter-group
variability. Howe... | [
{
"created": "Wed, 6 Jun 2018 16:53:55 GMT",
"version": "v1"
}
] | 2018-06-07 | [
[
"Huo",
"Yuankai",
""
],
[
"Swett",
"Katherine",
""
],
[
"Resnick",
"Susan M.",
""
],
[
"Cutting",
"Laurie E.",
""
],
[
"Landman",
"Bennett A.",
""
]
] | Probabilistic atlases provide essential spatial contextual information for image interpretation, Bayesian modeling, and algorithmic processing. Such atlases are typically constructed by grouping subjects with similar demographic information. Importantly, use of the same scanner minimizes inter-group variability. Howeve... |
2404.09737 | Daria Cherniuk | Daniil Merkulov, Daria Cherniuk, Alexander Rudikov, Ivan Oseledets,
Ekaterina Muravleva, Aleksandr Mikhalev, Boris Kashin | Quantization of Large Language Models with an Overdetermined Basis | null | null | null | null | cs.LG cs.CL | http://creativecommons.org/licenses/by/4.0/ | In this paper, we introduce an algorithm for data quantization based on the
principles of Kashin representation. This approach hinges on decomposing any
given vector, matrix, or tensor into two factors. The first factor maintains a
small infinity norm, while the second exhibits a similarly constrained norm
when multi... | [
{
"created": "Mon, 15 Apr 2024 12:38:46 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Merkulov",
"Daniil",
""
],
[
"Cherniuk",
"Daria",
""
],
[
"Rudikov",
"Alexander",
""
],
[
"Oseledets",
"Ivan",
""
],
[
"Muravleva",
"Ekaterina",
""
],
[
"Mikhalev",
"Aleksandr",
""
],
[
"Kashin",
"Boris",
... | In this paper, we introduce an algorithm for data quantization based on the principles of Kashin representation. This approach hinges on decomposing any given vector, matrix, or tensor into two factors. The first factor maintains a small infinity norm, while the second exhibits a similarly constrained norm when multipl... |
1703.06520 | Baoguang Shi | Baoguang Shi, Xiang Bai, Serge Belongie | Detecting Oriented Text in Natural Images by Linking Segments | To Appear in CVPR 2017 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most state-of-the-art text detection methods are specific to horizontal Latin
text and are not fast enough for real-time applications. We introduce Segment
Linking (SegLink), an oriented text detection method. The main idea is to
decompose text into two locally detectable elements, namely segments and links.
A segmen... | [
{
"created": "Sun, 19 Mar 2017 21:43:41 GMT",
"version": "v1"
},
{
"created": "Fri, 24 Mar 2017 03:18:55 GMT",
"version": "v2"
},
{
"created": "Thu, 13 Apr 2017 17:40:43 GMT",
"version": "v3"
}
] | 2017-04-14 | [
[
"Shi",
"Baoguang",
""
],
[
"Bai",
"Xiang",
""
],
[
"Belongie",
"Serge",
""
]
] | Most state-of-the-art text detection methods are specific to horizontal Latin text and are not fast enough for real-time applications. We introduce Segment Linking (SegLink), an oriented text detection method. The main idea is to decompose text into two locally detectable elements, namely segments and links. A segment ... |
2206.11489 | Pihe Hu | Pihe Hu, Yu Chen, Longbo Huang | Nearly Minimax Optimal Reinforcement Learning with Linear Function
Approximation | This is an updated version of our ICML camera-ready version, which
has a technical error in building the over-optimistic value function. In this
version, this error is fixed using the technique of the "rare-switching"
value function from (He et al., 2022) | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study reinforcement learning with linear function approximation where the
transition probability and reward functions are linear with respect to a
feature mapping $\boldsymbol{\phi}(s,a)$. Specifically, we consider the
episodic inhomogeneous linear Markov Decision Process (MDP), and propose a
novel computation-eff... | [
{
"created": "Thu, 23 Jun 2022 06:04:21 GMT",
"version": "v1"
},
{
"created": "Thu, 19 Jan 2023 17:25:20 GMT",
"version": "v2"
},
{
"created": "Sun, 29 Jan 2023 16:14:06 GMT",
"version": "v3"
}
] | 2023-01-31 | [
[
"Hu",
"Pihe",
""
],
[
"Chen",
"Yu",
""
],
[
"Huang",
"Longbo",
""
]
] | We study reinforcement learning with linear function approximation where the transition probability and reward functions are linear with respect to a feature mapping $\boldsymbol{\phi}(s,a)$. Specifically, we consider the episodic inhomogeneous linear Markov Decision Process (MDP), and propose a novel computation-effic... |
2312.04606 | Fengze Sun | Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika
Karunasekera, Egemen Tanin | Urban Region Representation Learning with Attentive Fusion | null | null | null | null | cs.LG cs.DB | http://creativecommons.org/licenses/by-nc-nd/4.0/ | An increasing number of related urban data sources have brought forth novel
opportunities for learning urban region representations, i.e., embeddings. The
embeddings describe latent features of urban regions and enable discovering
similar regions for urban planning applications. Existing methods learn an
embedding fo... | [
{
"created": "Thu, 7 Dec 2023 11:05:06 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Apr 2024 05:56:32 GMT",
"version": "v2"
}
] | 2024-04-29 | [
[
"Sun",
"Fengze",
""
],
[
"Qi",
"Jianzhong",
""
],
[
"Chang",
"Yanchuan",
""
],
[
"Fan",
"Xiaoliang",
""
],
[
"Karunasekera",
"Shanika",
""
],
[
"Tanin",
"Egemen",
""
]
] | An increasing number of related urban data sources have brought forth novel opportunities for learning urban region representations, i.e., embeddings. The embeddings describe latent features of urban regions and enable discovering similar regions for urban planning applications. Existing methods learn an embedding for ... |
1710.08014 | Wenguan Wang | Wenguan Wang and Jianbing Shen | Deep Cropping via Attention Box Prediction and Aesthetics Assessment | Accepted by ICCV2017 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | We model the photo cropping problem as a cascade of attention box regression
and aesthetic quality classification, based on deep learning. A neural network
is designed that has two branches for predicting attention bounding box and
analyzing aesthetics, respectively. The predicted attention box is treated as
an initi... | [
{
"created": "Sun, 22 Oct 2017 21:03:01 GMT",
"version": "v1"
}
] | 2017-10-24 | [
[
"Wang",
"Wenguan",
""
],
[
"Shen",
"Jianbing",
""
]
] | We model the photo cropping problem as a cascade of attention box regression and aesthetic quality classification, based on deep learning. A neural network is designed that has two branches for predicting attention bounding box and analyzing aesthetics, respectively. The predicted attention box is treated as an initial... |
1805.04605 | Adrian Dalca | Adrian V. Dalca, Guha Balakrishnan, John Guttag, Mert R. Sabuncu | Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration | MICCAI 2018 (Oral Presentation). Proceedings: LNCS 11070, pp 729-738 | LNCS 11070, pp 729-738, Springer. 2018 | 10.1007/978-3-030-00928-1_82 | null | cs.CV cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traditional deformable registration techniques achieve impressive results and
offer a rigorous theoretical treatment, but are computationally intensive since
they solve an optimization problem for each image pair. Recently,
learning-based methods have facilitated fast registration by learning spatial
deformation func... | [
{
"created": "Fri, 11 May 2018 22:12:01 GMT",
"version": "v1"
},
{
"created": "Fri, 14 Sep 2018 13:28:36 GMT",
"version": "v2"
}
] | 2019-03-15 | [
[
"Dalca",
"Adrian V.",
""
],
[
"Balakrishnan",
"Guha",
""
],
[
"Guttag",
"John",
""
],
[
"Sabuncu",
"Mert R.",
""
]
] | Traditional deformable registration techniques achieve impressive results and offer a rigorous theoretical treatment, but are computationally intensive since they solve an optimization problem for each image pair. Recently, learning-based methods have facilitated fast registration by learning spatial deformation functi... |
2307.01448 | Ming Zhong | Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan
Wang, Jiawei Han | ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision | Findings of ACL 2023, Short Paper | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Structured chemical reaction information plays a vital role for chemists
engaged in laboratory work and advanced endeavors such as computer-aided drug
design. Despite the importance of extracting structured reactions from
scientific literature, data annotation for this purpose is cost-prohibitive due
to the significa... | [
{
"created": "Tue, 4 Jul 2023 02:52:30 GMT",
"version": "v1"
}
] | 2023-07-06 | [
[
"Zhong",
"Ming",
""
],
[
"Ouyang",
"Siru",
""
],
[
"Jiang",
"Minhao",
""
],
[
"Hu",
"Vivian",
""
],
[
"Jiao",
"Yizhu",
""
],
[
"Wang",
"Xuan",
""
],
[
"Han",
"Jiawei",
""
]
] | Structured chemical reaction information plays a vital role for chemists engaged in laboratory work and advanced endeavors such as computer-aided drug design. Despite the importance of extracting structured reactions from scientific literature, data annotation for this purpose is cost-prohibitive due to the significant... |
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