id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1302.3268 | Aleksandrs Slivkins | Ittai Abraham, Omar Alonso, Vasilis Kandylas and Aleksandrs Slivkins | Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem | Full version of a paper in COLT 2013 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Very recently crowdsourcing has become the de facto platform for distributing
and collecting human computation for a wide range of tasks and applications
such as information retrieval, natural language processing and machine
learning. Current crowdsourcing platforms have some limitations in the area of
quality contro... | [
{
"created": "Wed, 13 Feb 2013 22:42:44 GMT",
"version": "v1"
},
{
"created": "Mon, 20 May 2013 15:02:15 GMT",
"version": "v2"
}
] | 2013-05-21 | [
[
"Abraham",
"Ittai",
""
],
[
"Alonso",
"Omar",
""
],
[
"Kandylas",
"Vasilis",
""
],
[
"Slivkins",
"Aleksandrs",
""
]
] | Very recently crowdsourcing has become the de facto platform for distributing and collecting human computation for a wide range of tasks and applications such as information retrieval, natural language processing and machine learning. Current crowdsourcing platforms have some limitations in the area of quality control.... |
2401.03529 | Evan Ryan Gunter | Evan Ryan Gunter (1), Yevgeny Liokumovich (2), Victoria Krakovna (3)
((1) ML Alignment & Theory Scholars (MATS), (2) University of Toronto, (3)
Google DeepMind) | Quantifying stability of non-power-seeking in artificial agents | 37 pages, 5 figures | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | We investigate the question: if an AI agent is known to be safe in one
setting, is it also safe in a new setting similar to the first? This is a core
question of AI alignment--we train and test models in a certain environment,
but deploy them in another, and we need to guarantee that models that seem safe
in testing ... | [
{
"created": "Sun, 7 Jan 2024 15:57:38 GMT",
"version": "v1"
}
] | 2024-01-09 | [
[
"Gunter",
"Evan Ryan",
""
],
[
"Liokumovich",
"Yevgeny",
""
],
[
"Krakovna",
"Victoria",
""
]
] | We investigate the question: if an AI agent is known to be safe in one setting, is it also safe in a new setting similar to the first? This is a core question of AI alignment--we train and test models in a certain environment, but deploy them in another, and we need to guarantee that models that seem safe in testing re... |
2311.04499 | Lin Meng | Lin Meng, Yuzhong Sun, Weimin Li | Near-Linear Scaling Data Parallel Training with Overlapping-Aware
Gradient Compression | 10 pages, 11 figures | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Existing Data Parallel (DP) trainings for deep neural networks (DNNs) often
experience limited scalability in speedup due to substantial communication
overheads. While Overlapping technique can mitigate such problem by paralleling
communication and computation in DP, its effectiveness is constrained by the
high commu... | [
{
"created": "Wed, 8 Nov 2023 07:17:41 GMT",
"version": "v1"
}
] | 2023-11-09 | [
[
"Meng",
"Lin",
""
],
[
"Sun",
"Yuzhong",
""
],
[
"Li",
"Weimin",
""
]
] | Existing Data Parallel (DP) trainings for deep neural networks (DNNs) often experience limited scalability in speedup due to substantial communication overheads. While Overlapping technique can mitigate such problem by paralleling communication and computation in DP, its effectiveness is constrained by the high communi... |
1711.11564 | Yun Ma | Yun Ma, Ziniu Hu, Dian Yang, Xuanzhe Liu | Automating Release of Deep Link APIs for Android Applications | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unlike the Web where each web page has a global URL to reach, a specific
"content page" inside a mobile app cannot be opened unless the user explores
the app with several operations from the landing page. Recently, deep links
have been advocated by major companies to enable targeting and opening a
specific page of an... | [
{
"created": "Thu, 30 Nov 2017 18:33:16 GMT",
"version": "v1"
},
{
"created": "Fri, 1 Dec 2017 06:59:31 GMT",
"version": "v2"
}
] | 2017-12-04 | [
[
"Ma",
"Yun",
""
],
[
"Hu",
"Ziniu",
""
],
[
"Yang",
"Dian",
""
],
[
"Liu",
"Xuanzhe",
""
]
] | Unlike the Web where each web page has a global URL to reach, a specific "content page" inside a mobile app cannot be opened unless the user explores the app with several operations from the landing page. Recently, deep links have been advocated by major companies to enable targeting and opening a specific page of an a... |
2111.01455 | Hanh Le Thi Ngoc | Charles C.Morace, Thi-Ngoc-Hanh Le, Sheng-Yi Yao, Shang-Wei Zhang,
Tong-Yee Lee | Learning a perceptual manifold with deep features for animation video
resequencing | Under major revision; Project website:
http://graphics.csie.ncku.edu.tw/ManifoldAnimationSequence | null | null | null | cs.GR | http://creativecommons.org/licenses/by/4.0/ | We propose a novel deep learning framework for animation video resequencing.
Our system produces new video sequences by minimizing a perceptual distance of
images from an existing animation video clip. To measure perceptual distance,
we utilize the activations of convolutional neural networks and learn a
perceptual d... | [
{
"created": "Tue, 2 Nov 2021 09:30:37 GMT",
"version": "v1"
}
] | 2021-11-03 | [
[
"Morace",
"Charles C.",
""
],
[
"Le",
"Thi-Ngoc-Hanh",
""
],
[
"Yao",
"Sheng-Yi",
""
],
[
"Zhang",
"Shang-Wei",
""
],
[
"Lee",
"Tong-Yee",
""
]
] | We propose a novel deep learning framework for animation video resequencing. Our system produces new video sequences by minimizing a perceptual distance of images from an existing animation video clip. To measure perceptual distance, we utilize the activations of convolutional neural networks and learn a perceptual dis... |
2404.16370 | Kenji Koide | Kenji Koide, Shuji Oishi, Masashi Yokozuka, and Atsuhiko Banno | MegaParticles: Range-based 6-DoF Monte Carlo Localization with
GPU-Accelerated Stein Particle Filter | IEEE International Conference on Robotics and Automation (ICRA2024) | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a 6-DoF range-based Monte Carlo localization method with
a GPU-accelerated Stein particle filter. To update a massive amount of
particles, we propose a Gauss-Newton-based Stein variational gradient descent
(SVGD) with iterative neighbor particle search. This method uses SVGD to
collectively update... | [
{
"created": "Thu, 25 Apr 2024 07:17:30 GMT",
"version": "v1"
}
] | 2024-04-26 | [
[
"Koide",
"Kenji",
""
],
[
"Oishi",
"Shuji",
""
],
[
"Yokozuka",
"Masashi",
""
],
[
"Banno",
"Atsuhiko",
""
]
] | This paper presents a 6-DoF range-based Monte Carlo localization method with a GPU-accelerated Stein particle filter. To update a massive amount of particles, we propose a Gauss-Newton-based Stein variational gradient descent (SVGD) with iterative neighbor particle search. This method uses SVGD to collectively update p... |
2109.12389 | Yun Lin | Xuezhi Song, Yun Lin, Siang Hwee Ng, Yijian Wu, Xin Peng, Jin Song
Dong, Hong Mei | RegMiner: Towards Constructing a Large Regression Dataset from Code
Evolution History | ISSTA'22 | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Bug datasets consisting of real-world bugs are important artifacts for
researchers and programmers, which lay empirical and experimental foundation
for various SE/PL research such as fault localization, software testing, and
program repair. All known state-of-the-art datasets are constructed manually,
which inevitabl... | [
{
"created": "Sat, 25 Sep 2021 15:29:13 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Jul 2022 16:43:05 GMT",
"version": "v2"
}
] | 2022-07-05 | [
[
"Song",
"Xuezhi",
""
],
[
"Lin",
"Yun",
""
],
[
"Ng",
"Siang Hwee",
""
],
[
"Wu",
"Yijian",
""
],
[
"Peng",
"Xin",
""
],
[
"Dong",
"Jin Song",
""
],
[
"Mei",
"Hong",
""
]
] | Bug datasets consisting of real-world bugs are important artifacts for researchers and programmers, which lay empirical and experimental foundation for various SE/PL research such as fault localization, software testing, and program repair. All known state-of-the-art datasets are constructed manually, which inevitably ... |
1612.01939 | Baochen Sun | Baochen Sun, Jiashi Feng, Kate Saenko | Correlation Alignment for Unsupervised Domain Adaptation | Introduction to CORAL, CORAL-LDA, and Deep CORAL. arXiv admin note:
text overlap with arXiv:1511.05547 | null | null | null | cs.CV cs.AI cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this chapter, we present CORrelation ALignment (CORAL), a simple yet
effective method for unsupervised domain adaptation. CORAL minimizes domain
shift by aligning the second-order statistics of source and target
distributions, without requiring any target labels. In contrast to subspace
manifold methods, it aligns... | [
{
"created": "Tue, 6 Dec 2016 18:31:57 GMT",
"version": "v1"
}
] | 2016-12-07 | [
[
"Sun",
"Baochen",
""
],
[
"Feng",
"Jiashi",
""
],
[
"Saenko",
"Kate",
""
]
] | In this chapter, we present CORrelation ALignment (CORAL), a simple yet effective method for unsupervised domain adaptation. CORAL minimizes domain shift by aligning the second-order statistics of source and target distributions, without requiring any target labels. In contrast to subspace manifold methods, it aligns t... |
1908.08717 | Mahault Garnerin | Mahault Garnerin, Solange Rossato, Laurent Besacier | Gender Representation in French Broadcast Corpora and Its Impact on ASR
Performance | Accepted to ACM Workshop AI4TV | null | null | null | cs.CL cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper analyzes the gender representation in four major corpora of French
broadcast. These corpora being widely used within the speech processing
community, they are a primary material for training automatic speech
recognition (ASR) systems. As gender bias has been highlighted in numerous
natural language process... | [
{
"created": "Fri, 23 Aug 2019 08:51:19 GMT",
"version": "v1"
}
] | 2019-08-26 | [
[
"Garnerin",
"Mahault",
""
],
[
"Rossato",
"Solange",
""
],
[
"Besacier",
"Laurent",
""
]
] | This paper analyzes the gender representation in four major corpora of French broadcast. These corpora being widely used within the speech processing community, they are a primary material for training automatic speech recognition (ASR) systems. As gender bias has been highlighted in numerous natural language processin... |
2401.03246 | Egor Shvetsov | Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya
Trofimov, Anatoly Glushenko, Ivan Sukharev, Dmitry Berestenev, Evgeny Burnaev | SeqNAS: Neural Architecture Search for Event Sequence Classification | in IEEE Access | null | 10.1109/ACCESS.2024.3349497 | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural Architecture Search (NAS) methods are widely used in various
industries to obtain high quality taskspecific solutions with minimal human
intervention. Event Sequences find widespread use in various industrial
applications including churn prediction customer segmentation fraud detection
and fault diagnosis amon... | [
{
"created": "Sat, 6 Jan 2024 16:00:26 GMT",
"version": "v1"
}
] | 2024-01-09 | [
[
"Udovichenko",
"Igor",
""
],
[
"Shvetsov",
"Egor",
""
],
[
"Divitsky",
"Denis",
""
],
[
"Osin",
"Dmitry",
""
],
[
"Trofimov",
"Ilya",
""
],
[
"Glushenko",
"Anatoly",
""
],
[
"Sukharev",
"Ivan",
""
],
[
... | Neural Architecture Search (NAS) methods are widely used in various industries to obtain high quality taskspecific solutions with minimal human intervention. Event Sequences find widespread use in various industrial applications including churn prediction customer segmentation fraud detection and fault diagnosis among ... |
1501.01432 | Kuang Zhou | Kuang Zhou (IRISA), Arnaud Martin (IRISA), Quan Pan | Evidential-EM Algorithm Applied to Progressively Censored Observations | null | 15th International Conference on Information Processing and
Management of Uncertainty in Knowledge-Based Systems, Jul 2014, Montpellier,
France. pp.180 - 189 | 10.1007/978-3-319-08852-5_19 | null | cs.AI stat.ME | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Evidential-EM (E2M) algorithm is an effective approach for computing maximum
likelihood estimations under finite mixture models, especially when there is
uncertain information about data. In this paper we present an extension of the
E2M method in a particular case of incom-plete data, where the loss of
information is... | [
{
"created": "Wed, 7 Jan 2015 10:27:45 GMT",
"version": "v1"
}
] | 2015-01-08 | [
[
"Zhou",
"Kuang",
"",
"IRISA"
],
[
"Martin",
"Arnaud",
"",
"IRISA"
],
[
"Pan",
"Quan",
""
]
] | Evidential-EM (E2M) algorithm is an effective approach for computing maximum likelihood estimations under finite mixture models, especially when there is uncertain information about data. In this paper we present an extension of the E2M method in a particular case of incom-plete data, where the loss of information is d... |
1905.11203 | G\"unter Rote | G\"unter Rote | The Largest Contained Quadrilateral and the Smallest Enclosing
Parallelogram of a Convex Polygon | 7 pages + 4 pages of appendices, 4 figures, plus a prototype
implementation in Python. This version is substantially extended, and the
algorithms are given in pseudocode in the appendices. (Version 1 was only
about the largest contained quadrilateral.) | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a linear-time algorithm for finding the quadrilateral of largest
area contained in a convex polygon, and we show that it is closely related to
an old algorithm for the smallest enclosing parallelogram of a convex polygon.
| [
{
"created": "Mon, 27 May 2019 13:44:15 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Jun 2019 09:49:16 GMT",
"version": "v2"
}
] | 2019-06-19 | [
[
"Rote",
"Günter",
""
]
] | We present a linear-time algorithm for finding the quadrilateral of largest area contained in a convex polygon, and we show that it is closely related to an old algorithm for the smallest enclosing parallelogram of a convex polygon. |
2309.13225 | Christopher Ye | Barna Saha and Christopher Ye | Faster Approximate All Pairs Shortest Paths | 81 pages | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The all pairs shortest path problem (APSP) is one of the foundational
problems in computer science. For weighted dense graphs on $n$ vertices, no
truly sub-cubic algorithms exist to compute APSP exactly even for undirected
graphs. This is popularly known as the APSP conjecture and has played a
prominent role in devel... | [
{
"created": "Sat, 23 Sep 2023 00:27:31 GMT",
"version": "v1"
}
] | 2023-09-26 | [
[
"Saha",
"Barna",
""
],
[
"Ye",
"Christopher",
""
]
] | The all pairs shortest path problem (APSP) is one of the foundational problems in computer science. For weighted dense graphs on $n$ vertices, no truly sub-cubic algorithms exist to compute APSP exactly even for undirected graphs. This is popularly known as the APSP conjecture and has played a prominent role in develop... |
1805.07527 | Ram Prakash Sharma Mr. | Ram Prakash Sharma, Somnath Dey | Two-stage quality adaptive fingerprint image enhancement using Fuzzy
c-means clustering based fingerprint quality analysis | 34 pages, 8 figures, Submitted to Image and Vision Computing | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fingerprint recognition techniques are immensely dependent on quality of the
fingerprint images. To improve the performance of recognition algorithm for
poor quality images an efficient enhancement algorithm should be designed.
Performance improvement of recognition algorithm will be more if enhancement
process is ad... | [
{
"created": "Sat, 19 May 2018 06:49:17 GMT",
"version": "v1"
}
] | 2018-05-22 | [
[
"Sharma",
"Ram Prakash",
""
],
[
"Dey",
"Somnath",
""
]
] | Fingerprint recognition techniques are immensely dependent on quality of the fingerprint images. To improve the performance of recognition algorithm for poor quality images an efficient enhancement algorithm should be designed. Performance improvement of recognition algorithm will be more if enhancement process is adap... |
1701.05290 | Rasmus Pagh | Joachim Gudmundsson and Rasmus Pagh | Range-efficient consistent sampling and locality-sensitive hashing for
polygons | A shorter version appears in Proceedings of ISAAC 2017 | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Locality-sensitive hashing (LSH) is a fundamental technique for similarity
search and similarity estimation in high-dimensional spaces. The basic idea is
that similar objects should produce hash collisions with probability
significantly larger than objects with low similarity. We consider LSH for
objects that can be ... | [
{
"created": "Thu, 19 Jan 2017 03:57:28 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Sep 2017 12:12:29 GMT",
"version": "v2"
}
] | 2017-09-25 | [
[
"Gudmundsson",
"Joachim",
""
],
[
"Pagh",
"Rasmus",
""
]
] | Locality-sensitive hashing (LSH) is a fundamental technique for similarity search and similarity estimation in high-dimensional spaces. The basic idea is that similar objects should produce hash collisions with probability significantly larger than objects with low similarity. We consider LSH for objects that can be re... |
2403.19786 | Mingxing Rao | Mingxing Rao, Yinhong Qin, Soheil Kolouri, Jie Ying Wu, Daniel Moyer | Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition | 17 pages,4 figures, 7 tables, IPCAI 2024 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Purpose: Surgical video is an important data stream for gesture recognition.
Thus, robust visual encoders for those data-streams is similarly important.
Methods: Leveraging the Bridge-Prompt framework, we fine-tune a pre-trained
vision-text model (CLIP) for gesture recognition in surgical videos. This can
utilize ext... | [
{
"created": "Thu, 28 Mar 2024 19:10:54 GMT",
"version": "v1"
}
] | 2024-04-01 | [
[
"Rao",
"Mingxing",
""
],
[
"Qin",
"Yinhong",
""
],
[
"Kolouri",
"Soheil",
""
],
[
"Wu",
"Jie Ying",
""
],
[
"Moyer",
"Daniel",
""
]
] | Purpose: Surgical video is an important data stream for gesture recognition. Thus, robust visual encoders for those data-streams is similarly important. Methods: Leveraging the Bridge-Prompt framework, we fine-tune a pre-trained vision-text model (CLIP) for gesture recognition in surgical videos. This can utilize exten... |
2205.12215 | Gabriele Sarti | Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral | DivEMT: Neural Machine Translation Post-Editing Effort Across
Typologically Diverse Languages | EMNLP 2022, materials: https://github.com/gsarti/divemt | Proceedings of EMNLP (2022) 7795-7816 | 10.18653/v1/2022.emnlp-main.532 | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | We introduce DivEMT, the first publicly available post-editing study of
Neural Machine Translation (NMT) over a typologically diverse set of target
languages. Using a strictly controlled setup, 18 professional translators were
instructed to translate or post-edit the same set of English documents into
Arabic, Dutch, ... | [
{
"created": "Tue, 24 May 2022 17:22:52 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Oct 2022 16:38:00 GMT",
"version": "v2"
}
] | 2023-09-08 | [
[
"Sarti",
"Gabriele",
""
],
[
"Bisazza",
"Arianna",
""
],
[
"Arenas",
"Ana Guerberof",
""
],
[
"Toral",
"Antonio",
""
]
] | We introduce DivEMT, the first publicly available post-editing study of Neural Machine Translation (NMT) over a typologically diverse set of target languages. Using a strictly controlled setup, 18 professional translators were instructed to translate or post-edit the same set of English documents into Arabic, Dutch, It... |
1808.05665 | Lea Sch\"onherr | Lea Sch\"onherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz,
Dorothea Kolossa | Adversarial Attacks Against Automatic Speech Recognition Systems via
Psychoacoustic Hiding | null | null | null | null | cs.CR cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Voice interfaces are becoming accepted widely as input methods for a diverse
set of devices. This development is driven by rapid improvements in automatic
speech recognition (ASR), which now performs on par with human listening in
many tasks. These improvements base on an ongoing evolution of DNNs as the
computationa... | [
{
"created": "Thu, 16 Aug 2018 20:00:47 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Oct 2018 12:02:07 GMT",
"version": "v2"
}
] | 2018-10-31 | [
[
"Schönherr",
"Lea",
""
],
[
"Kohls",
"Katharina",
""
],
[
"Zeiler",
"Steffen",
""
],
[
"Holz",
"Thorsten",
""
],
[
"Kolossa",
"Dorothea",
""
]
] | Voice interfaces are becoming accepted widely as input methods for a diverse set of devices. This development is driven by rapid improvements in automatic speech recognition (ASR), which now performs on par with human listening in many tasks. These improvements base on an ongoing evolution of DNNs as the computational ... |
2406.07040 | Michael Foster | Germ\'an Vega, Roland Groz, Catherine Oriat, Michael Foster, Neil
Walkinshaw, Adenilso Sim\~ao | Learning EFSM Models with Registers in Guards | 14 pages (last page blank), 8 figures, 4 algorithms Submitted to
LearnAut workshop 2024 (not published) | null | null | null | cs.FL | http://creativecommons.org/licenses/by/4.0/ | This paper presents an active inference method for Extended Finite State
Machines, where inputs and outputs are parametrized, and transitions can be
conditioned by guards involving input parameters and internal variables called
registers. The method applies to (software) systems that cannot be reset, so it
learns an ... | [
{
"created": "Tue, 11 Jun 2024 07:55:09 GMT",
"version": "v1"
}
] | 2024-06-12 | [
[
"Vega",
"Germán",
""
],
[
"Groz",
"Roland",
""
],
[
"Oriat",
"Catherine",
""
],
[
"Foster",
"Michael",
""
],
[
"Walkinshaw",
"Neil",
""
],
[
"Simão",
"Adenilso",
""
]
] | This paper presents an active inference method for Extended Finite State Machines, where inputs and outputs are parametrized, and transitions can be conditioned by guards involving input parameters and internal variables called registers. The method applies to (software) systems that cannot be reset, so it learns an EF... |
2404.03061 | Kleinner Farias | Maicon Azevedo da Luz, Kleinner Farias | WebSPL: A Software Product Line for Web Applications | 6 figures, 3 tables | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Companies developing Web applications have faced an increasing demand for
high-quality products with low cost and production time ever smaller. However,
developing such applications is still considered a time-consuming and
error-prone task, mainly due to the difficulty of promoting the reuse of
features (or functiona... | [
{
"created": "Wed, 3 Apr 2024 21:04:54 GMT",
"version": "v1"
}
] | 2024-04-05 | [
[
"da Luz",
"Maicon Azevedo",
""
],
[
"Farias",
"Kleinner",
""
]
] | Companies developing Web applications have faced an increasing demand for high-quality products with low cost and production time ever smaller. However, developing such applications is still considered a time-consuming and error-prone task, mainly due to the difficulty of promoting the reuse of features (or functionali... |
2105.07924 | Yuan Cao | Yuan Cao, Yonglin Cao, Fanghui Ma | Construction and enumeration of left dihedral codes satisfying certain
duality properties | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $\mathbb{F}_{q}$ be the finite field of $q$ elements and let
$D_{2n}=\langle x,y\mid x^n=1, y^2=1, yxy=x^{n-1}\rangle$ be the dihedral group
of order $n$. Left ideals of the group algebra $\mathbb{F}_{q}[D_{2n}]$ are
known as left dihedral codes over $\mathbb{F}_{q}$ of length $2n$, and
abbreviated as left $D_{2n... | [
{
"created": "Mon, 17 May 2021 15:01:38 GMT",
"version": "v1"
}
] | 2021-05-18 | [
[
"Cao",
"Yuan",
""
],
[
"Cao",
"Yonglin",
""
],
[
"Ma",
"Fanghui",
""
]
] | Let $\mathbb{F}_{q}$ be the finite field of $q$ elements and let $D_{2n}=\langle x,y\mid x^n=1, y^2=1, yxy=x^{n-1}\rangle$ be the dihedral group of order $n$. Left ideals of the group algebra $\mathbb{F}_{q}[D_{2n}]$ are known as left dihedral codes over $\mathbb{F}_{q}$ of length $2n$, and abbreviated as left $D_{2n}$... |
2005.11194 | Charlie Kirkwood | Charlie Kirkwood | Deep covariate-learning: optimising information extraction from terrain
texture for geostatistical modelling applications | 14 pages, 8 figures, submitted to journal | null | null | null | cs.CV cs.LG eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Where data is available, it is desirable in geostatistical modelling to make
use of additional covariates, for example terrain data, in order to improve
prediction accuracy in the modelling task. While elevation itself may be
important, additional explanatory power for any given problem can be sought
(but not necessa... | [
{
"created": "Fri, 22 May 2020 14:00:28 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Jun 2020 11:19:48 GMT",
"version": "v2"
}
] | 2020-06-16 | [
[
"Kirkwood",
"Charlie",
""
]
] | Where data is available, it is desirable in geostatistical modelling to make use of additional covariates, for example terrain data, in order to improve prediction accuracy in the modelling task. While elevation itself may be important, additional explanatory power for any given problem can be sought (but not necessari... |
1206.4679 | Ryohei Fujimaki | Ryohei Fujimaki (NEC Laboratories America), Kohei Hayashi (Nara
Institute of Science and Technology) | Factorized Asymptotic Bayesian Hidden Markov Models | ICML2012 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper addresses the issue of model selection for hidden Markov models
(HMMs). We generalize factorized asymptotic Bayesian inference (FAB), which has
been recently developed for model selection on independent hidden variables
(i.e., mixture models), for time-dependent hidden variables. As with FAB in
mixture mod... | [
{
"created": "Mon, 18 Jun 2012 15:37:59 GMT",
"version": "v1"
}
] | 2012-06-22 | [
[
"Fujimaki",
"Ryohei",
"",
"NEC Laboratories America"
],
[
"Hayashi",
"Kohei",
"",
"Nara\n Institute of Science and Technology"
]
] | This paper addresses the issue of model selection for hidden Markov models (HMMs). We generalize factorized asymptotic Bayesian inference (FAB), which has been recently developed for model selection on independent hidden variables (i.e., mixture models), for time-dependent hidden variables. As with FAB in mixture model... |
2102.07530 | Huanjie Wang | Huanjie Wang, Wenshuo Wang, Shihua Yuan, Xueyuan Li | Uncovering Interpretable Internal States of Merging Tasks at Highway
On-Ramps for Autonomous Driving Decision-Making | 12 pages, 9 figures | null | 10.1109/TASE.2021.3103179 | null | cs.RO cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Humans make daily routine decisions based on their internal states in
intricate interaction scenarios. This paper presents a probabilistically
reconstructive learning approach to identify the internal states of
multi-vehicle sequential interactions when merging at highway on-ramps. We
treated the merging task's seque... | [
{
"created": "Mon, 15 Feb 2021 13:06:35 GMT",
"version": "v1"
},
{
"created": "Fri, 14 May 2021 03:02:42 GMT",
"version": "v2"
}
] | 2021-08-17 | [
[
"Wang",
"Huanjie",
""
],
[
"Wang",
"Wenshuo",
""
],
[
"Yuan",
"Shihua",
""
],
[
"Li",
"Xueyuan",
""
]
] | Humans make daily routine decisions based on their internal states in intricate interaction scenarios. This paper presents a probabilistically reconstructive learning approach to identify the internal states of multi-vehicle sequential interactions when merging at highway on-ramps. We treated the merging task's sequent... |
1502.03634 | Youngsung Kim | Youngsung Kim, Francisco C. Pereira, Fang Zhao, Ajinkya Ghorpade, P.
Christopher Zegras, Moshe Ben-Akiva | Activity recognition for a smartphone and web based travel survey | null | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In transport modeling and prediction, trip purposes play an important role
since mobility choices (e.g. modes, routes, departure times) are made in order
to carry out specific activities. Activity based models, which have been
gaining popularity in recent years, are built from a large number of observed
trips and the... | [
{
"created": "Thu, 12 Feb 2015 12:40:32 GMT",
"version": "v1"
}
] | 2015-02-16 | [
[
"Kim",
"Youngsung",
""
],
[
"Pereira",
"Francisco C.",
""
],
[
"Zhao",
"Fang",
""
],
[
"Ghorpade",
"Ajinkya",
""
],
[
"Zegras",
"P. Christopher",
""
],
[
"Ben-Akiva",
"Moshe",
""
]
] | In transport modeling and prediction, trip purposes play an important role since mobility choices (e.g. modes, routes, departure times) are made in order to carry out specific activities. Activity based models, which have been gaining popularity in recent years, are built from a large number of observed trips and their... |
2310.06390 | Joosung Lee | Joosung Lee, Minsik Oh, Donghun Lee | P5: Plug-and-Play Persona Prompting for Personalized Response Selection | EMNLP 2023 main conference | null | null | null | cs.CL cs.AI cs.IR | http://creativecommons.org/licenses/by/4.0/ | The use of persona-grounded retrieval-based chatbots is crucial for
personalized conversations, but there are several challenges that need to be
addressed. 1) In general, collecting persona-grounded corpus is very expensive.
2) The chatbot system does not always respond in consideration of persona at
real application... | [
{
"created": "Tue, 10 Oct 2023 07:53:36 GMT",
"version": "v1"
}
] | 2023-10-11 | [
[
"Lee",
"Joosung",
""
],
[
"Oh",
"Minsik",
""
],
[
"Lee",
"Donghun",
""
]
] | The use of persona-grounded retrieval-based chatbots is crucial for personalized conversations, but there are several challenges that need to be addressed. 1) In general, collecting persona-grounded corpus is very expensive. 2) The chatbot system does not always respond in consideration of persona at real applications.... |
2203.06760 | Yuan Gong | Yuan Gong, Sameer Khurana, Andrew Rouditchenko, and James Glass | CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio
Classification | null | null | null | null | cs.SD cs.AI eess.AS | http://creativecommons.org/licenses/by/4.0/ | Audio classification is an active research area with a wide range of
applications. Over the past decade, convolutional neural networks (CNNs) have
been the de-facto standard building block for end-to-end audio classification
models. Recently, neural networks based solely on self-attention mechanisms
such as the Audio... | [
{
"created": "Sun, 13 Mar 2022 21:14:04 GMT",
"version": "v1"
}
] | 2022-03-15 | [
[
"Gong",
"Yuan",
""
],
[
"Khurana",
"Sameer",
""
],
[
"Rouditchenko",
"Andrew",
""
],
[
"Glass",
"James",
""
]
] | Audio classification is an active research area with a wide range of applications. Over the past decade, convolutional neural networks (CNNs) have been the de-facto standard building block for end-to-end audio classification models. Recently, neural networks based solely on self-attention mechanisms such as the Audio S... |
1309.1700 | Yang Liu | Yang Liu | Towards a Unified Belief Structure in Games with indeterminate
probabilities | Preliminary versions of different parts of this paper were at the 4th
Formal Epistemology Festival (Konstanz 2012) and the 67th European meeting of
the Econometric Society (EEA|ESEM 2013) | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper provides an analysis of different formal representations of
beliefs in epistemic game theory. The aim is to attempt a synthesis of
different structures of beliefs in the presence of indeterminate probabilities.
Special attention is also paid to the decision-theoretic principle known as the
thesis of no sub... | [
{
"created": "Fri, 6 Sep 2013 17:00:31 GMT",
"version": "v1"
}
] | 2013-09-09 | [
[
"Liu",
"Yang",
""
]
] | This paper provides an analysis of different formal representations of beliefs in epistemic game theory. The aim is to attempt a synthesis of different structures of beliefs in the presence of indeterminate probabilities. Special attention is also paid to the decision-theoretic principle known as the thesis of no subje... |
2307.09065 | Avishkar Saha | Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden | Learning Adaptive Neighborhoods for Graph Neural Networks | ICCV 2023 | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by-sa/4.0/ | Graph convolutional networks (GCNs) enable end-to-end learning on graph
structured data. However, many works assume a given graph structure. When the
input graph is noisy or unavailable, one approach is to construct or learn a
latent graph structure. These methods typically fix the choice of node degree
for the entir... | [
{
"created": "Tue, 18 Jul 2023 08:37:25 GMT",
"version": "v1"
}
] | 2023-07-19 | [
[
"Saha",
"Avishkar",
""
],
[
"Mendez",
"Oscar",
""
],
[
"Russell",
"Chris",
""
],
[
"Bowden",
"Richard",
""
]
] | Graph convolutional networks (GCNs) enable end-to-end learning on graph structured data. However, many works assume a given graph structure. When the input graph is noisy or unavailable, one approach is to construct or learn a latent graph structure. These methods typically fix the choice of node degree for the entire ... |
1603.04610 | Florent Altche | Florent Altch\'e, Xiangjun Qian, Arnaud de La Fortelle | Time-optimal Coordination of Mobile Robots along Specified Paths | Published in 2016 IEEE/RSJ International Conference on Intelligent
Robots and Systems (IROS) | null | 10.1109/IROS.2016.7759737 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we address the problem of time-optimal coordination of mobile
robots under kinodynamic constraints along specified paths. We propose a novel
approach based on time discretization that leads to a mixed-integer linear
programming (MILP) formulation. This problem can be solved using
general-purpose MILP s... | [
{
"created": "Tue, 15 Mar 2016 09:29:28 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Aug 2016 09:34:25 GMT",
"version": "v2"
},
{
"created": "Wed, 5 Apr 2017 15:30:44 GMT",
"version": "v3"
}
] | 2017-04-06 | [
[
"Altché",
"Florent",
""
],
[
"Qian",
"Xiangjun",
""
],
[
"de La Fortelle",
"Arnaud",
""
]
] | In this paper, we address the problem of time-optimal coordination of mobile robots under kinodynamic constraints along specified paths. We propose a novel approach based on time discretization that leads to a mixed-integer linear programming (MILP) formulation. This problem can be solved using general-purpose MILP sol... |
1906.06085 | Dimitri Vorona | Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper | DeepSPACE: Approximate Geospatial Query Processing with Deep Learning | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The amount of the available geospatial data grows at an ever faster pace.
This leads to the constantly increasing demand for processing power and storage
in order to provide data analysis in a timely manner. At the same time, a lot
of geospatial processing is visual and exploratory in nature, thus having
bounded prec... | [
{
"created": "Fri, 14 Jun 2019 09:16:16 GMT",
"version": "v1"
}
] | 2019-06-17 | [
[
"Vorona",
"Dimitri",
""
],
[
"Kipf",
"Andreas",
""
],
[
"Neumann",
"Thomas",
""
],
[
"Kemper",
"Alfons",
""
]
] | The amount of the available geospatial data grows at an ever faster pace. This leads to the constantly increasing demand for processing power and storage in order to provide data analysis in a timely manner. At the same time, a lot of geospatial processing is visual and exploratory in nature, thus having bounded precis... |
2302.01417 | Nelly Elsayed | Shrish Pellakur, Nelly Elsayed, Zag ElSayed, Murat Ozer | A Convolutional-based Model for Early Prediction of Alzheimer's based on
the Dementia Stage in the MRI Brain Images | Short paper, Under Review in FLAIRS-36 | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Alzheimer's disease is a degenerative brain disease. Being the primary cause
of Dementia in adults and progressively destroys brain memory. Though
Alzheimer's disease does not have a cure currently, diagnosing it at an earlier
stage will help reduce the severity of the disease. Thus, early diagnosis of
Alzheimer's co... | [
{
"created": "Thu, 2 Feb 2023 21:10:31 GMT",
"version": "v1"
},
{
"created": "Wed, 15 Feb 2023 23:54:18 GMT",
"version": "v2"
}
] | 2023-02-17 | [
[
"Pellakur",
"Shrish",
""
],
[
"Elsayed",
"Nelly",
""
],
[
"ElSayed",
"Zag",
""
],
[
"Ozer",
"Murat",
""
]
] | Alzheimer's disease is a degenerative brain disease. Being the primary cause of Dementia in adults and progressively destroys brain memory. Though Alzheimer's disease does not have a cure currently, diagnosing it at an earlier stage will help reduce the severity of the disease. Thus, early diagnosis of Alzheimer's coul... |
2205.11981 | Yaoyao Zhong | Yaoyao Zhong and Weihong Deng | OPOM: Customized Invisible Cloak towards Face Privacy Protection | This article has been accepted by IEEE Transactions on Pattern
Analysis & Machine Intelligence. Datasets and code are available at
https://github.com/zhongyy/OPOM | null | 10.1109/TPAMI.2022.3175602 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While convenient in daily life, face recognition technologies also raise
privacy concerns for regular users on the social media since they could be used
to analyze face images and videos, efficiently and surreptitiously without any
security restrictions. In this paper, we investigate the face privacy
protection from ... | [
{
"created": "Tue, 24 May 2022 11:29:37 GMT",
"version": "v1"
}
] | 2022-05-25 | [
[
"Zhong",
"Yaoyao",
""
],
[
"Deng",
"Weihong",
""
]
] | While convenient in daily life, face recognition technologies also raise privacy concerns for regular users on the social media since they could be used to analyze face images and videos, efficiently and surreptitiously without any security restrictions. In this paper, we investigate the face privacy protection from a ... |
2206.00182 | Ali Athar | Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian
Leibe | Differentiable Soft-Masked Attention | arXiv admin note: text overlap with arXiv:2112.09131 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Transformers have become prevalent in computer vision due to their
performance and flexibility in modelling complex operations. Of particular
significance is the 'cross-attention' operation, which allows a vector
representation (e.g. of an object in an image) to be learned by attending to an
arbitrarily sized set of ... | [
{
"created": "Wed, 1 Jun 2022 02:05:13 GMT",
"version": "v1"
},
{
"created": "Fri, 5 Aug 2022 14:09:12 GMT",
"version": "v2"
}
] | 2022-08-08 | [
[
"Athar",
"Ali",
""
],
[
"Luiten",
"Jonathon",
""
],
[
"Hermans",
"Alexander",
""
],
[
"Ramanan",
"Deva",
""
],
[
"Leibe",
"Bastian",
""
]
] | Transformers have become prevalent in computer vision due to their performance and flexibility in modelling complex operations. Of particular significance is the 'cross-attention' operation, which allows a vector representation (e.g. of an object in an image) to be learned by attending to an arbitrarily sized set of in... |
1609.00878 | Joao Papa | Silas E. N. Fernandes, Danillo R. Pereira, Caio C. O. Ramos, Andre N.
Souza and Joao P. Papa | A Probabilistic Optimum-Path Forest Classifier for Binary Classification
Problems | Submitted to Neural Processing Letters | null | null | null | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Probabilistic-driven classification techniques extend the role of traditional
approaches that output labels (usually integer numbers) only. Such techniques
are more fruitful when dealing with problems where one is not interested in
recognition/identification only, but also into monitoring the behavior of
consumers an... | [
{
"created": "Sun, 4 Sep 2016 00:12:04 GMT",
"version": "v1"
}
] | 2016-09-06 | [
[
"Fernandes",
"Silas E. N.",
""
],
[
"Pereira",
"Danillo R.",
""
],
[
"Ramos",
"Caio C. O.",
""
],
[
"Souza",
"Andre N.",
""
],
[
"Papa",
"Joao P.",
""
]
] | Probabilistic-driven classification techniques extend the role of traditional approaches that output labels (usually integer numbers) only. Such techniques are more fruitful when dealing with problems where one is not interested in recognition/identification only, but also into monitoring the behavior of consumers and/... |
2111.12332 | Srivatsan Sridhar | Joachim Neu, Srivatsan Sridhar, Lei Yang, David Tse, Mohammad Alizadeh | Longest Chain Consensus Under Bandwidth Constraint | null | null | null | null | cs.CR cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Spamming attacks are a serious concern for consensus protocols, as witnessed
by recent outages of a major blockchain, Solana. They cause congestion and
excessive message delays in a real network due to its bandwidth constraints. In
contrast, longest chain (LC), an important family of consensus protocols, has
previous... | [
{
"created": "Wed, 24 Nov 2021 08:29:34 GMT",
"version": "v1"
},
{
"created": "Fri, 28 Jan 2022 03:09:29 GMT",
"version": "v2"
},
{
"created": "Wed, 18 May 2022 00:05:34 GMT",
"version": "v3"
}
] | 2022-05-19 | [
[
"Neu",
"Joachim",
""
],
[
"Sridhar",
"Srivatsan",
""
],
[
"Yang",
"Lei",
""
],
[
"Tse",
"David",
""
],
[
"Alizadeh",
"Mohammad",
""
]
] | Spamming attacks are a serious concern for consensus protocols, as witnessed by recent outages of a major blockchain, Solana. They cause congestion and excessive message delays in a real network due to its bandwidth constraints. In contrast, longest chain (LC), an important family of consensus protocols, has previously... |
1809.08928 | Preslav Nakov | Shafiq Joty, Lluis Marquez, Preslav Nakov | Joint Multitask Learning for Community Question Answering Using
Task-Specific Embeddings | community question answering, task-specific embeddings, multi-task
learning, EMNLP-2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We address jointly two important tasks for Question Answering in community
forums: given a new question, (i) find related existing questions, and (ii)
find relevant answers to this new question. We further use an auxiliary task to
complement the previous two, i.e., (iii) find good answers with respect to the
thread q... | [
{
"created": "Mon, 24 Sep 2018 13:49:14 GMT",
"version": "v1"
}
] | 2018-09-25 | [
[
"Joty",
"Shafiq",
""
],
[
"Marquez",
"Lluis",
""
],
[
"Nakov",
"Preslav",
""
]
] | We address jointly two important tasks for Question Answering in community forums: given a new question, (i) find related existing questions, and (ii) find relevant answers to this new question. We further use an auxiliary task to complement the previous two, i.e., (iii) find good answers with respect to the thread que... |
1702.05730 | Jie Hao | Jie Hao, Shu-Tao Xia, and Bin Chen | On Optimal Ternary Locally Repairable Codes | 5 pages | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In an $[n,k,d]$ linear code, a code symbol is said to have locality $r$ if it
can be repaired by accessing at most $r$ other code symbols. For an $(n,k,r)$
\emph{locally repairable code} (LRC), the minimum distance satisfies the
well-known Singleton-like bound $d\le n-k-\lceil k/r\rceil +2$. In this paper,
we study o... | [
{
"created": "Sun, 19 Feb 2017 10:02:02 GMT",
"version": "v1"
}
] | 2017-02-21 | [
[
"Hao",
"Jie",
""
],
[
"Xia",
"Shu-Tao",
""
],
[
"Chen",
"Bin",
""
]
] | In an $[n,k,d]$ linear code, a code symbol is said to have locality $r$ if it can be repaired by accessing at most $r$ other code symbols. For an $(n,k,r)$ \emph{locally repairable code} (LRC), the minimum distance satisfies the well-known Singleton-like bound $d\le n-k-\lceil k/r\rceil +2$. In this paper, we study opt... |
1501.02670 | Amaru Cuba Gyllensten | Amaru Cuba Gyllensten and Magnus Sahlgren | Navigating the Semantic Horizon using Relative Neighborhood Graphs | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is concerned with nearest neighbor search in distributional
semantic models. A normal nearest neighbor search only returns a ranked list of
neighbors, with no information about the structure or topology of the local
neighborhood. This is a potentially serious shortcoming of the mode of querying
a distribut... | [
{
"created": "Mon, 12 Jan 2015 14:48:54 GMT",
"version": "v1"
}
] | 2015-01-13 | [
[
"Gyllensten",
"Amaru Cuba",
""
],
[
"Sahlgren",
"Magnus",
""
]
] | This paper is concerned with nearest neighbor search in distributional semantic models. A normal nearest neighbor search only returns a ranked list of neighbors, with no information about the structure or topology of the local neighborhood. This is a potentially serious shortcoming of the mode of querying a distributio... |
1504.07678 | Hongzhao Huang | Hongzhao Huang and Larry Heck and Heng Ji | Leveraging Deep Neural Networks and Knowledge Graphs for Entity
Disambiguation | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Entity Disambiguation aims to link mentions of ambiguous entities to a
knowledge base (e.g., Wikipedia). Modeling topical coherence is crucial for
this task based on the assumption that information from the same semantic
context tends to belong to the same topic. This paper presents a novel deep
semantic relatedness ... | [
{
"created": "Tue, 28 Apr 2015 22:47:25 GMT",
"version": "v1"
}
] | 2015-04-30 | [
[
"Huang",
"Hongzhao",
""
],
[
"Heck",
"Larry",
""
],
[
"Ji",
"Heng",
""
]
] | Entity Disambiguation aims to link mentions of ambiguous entities to a knowledge base (e.g., Wikipedia). Modeling topical coherence is crucial for this task based on the assumption that information from the same semantic context tends to belong to the same topic. This paper presents a novel deep semantic relatedness mo... |
2112.01988 | Can G\"umeli | Can G\"umeli, Angela Dai, Matthias Nie{\ss}ner | ROCA: Robust CAD Model Retrieval and Alignment from a Single Image | null | null | 10.1109/CVPR52688.2022.00399 | null | cs.CV cs.GR cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We present ROCA, a novel end-to-end approach that retrieves and aligns 3D CAD
models from a shape database to a single input image. This enables 3D
perception of an observed scene from a 2D RGB observation, characterized as a
lightweight, compact, clean CAD representation. Core to our approach is our
differentiable a... | [
{
"created": "Fri, 3 Dec 2021 16:02:32 GMT",
"version": "v1"
},
{
"created": "Sun, 24 Jul 2022 16:25:49 GMT",
"version": "v2"
}
] | 2022-11-28 | [
[
"Gümeli",
"Can",
""
],
[
"Dai",
"Angela",
""
],
[
"Nießner",
"Matthias",
""
]
] | We present ROCA, a novel end-to-end approach that retrieves and aligns 3D CAD models from a shape database to a single input image. This enables 3D perception of an observed scene from a 2D RGB observation, characterized as a lightweight, compact, clean CAD representation. Core to our approach is our differentiable ali... |
2303.04356 | Taisuke Kobayashi | Taisuke Kobayashi | Soft Actor-Critic Algorithm with Truly-satisfied Inequality Constraint | 10 pages, 9 figures | null | null | null | cs.LG cs.AI cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Soft actor-critic (SAC) in reinforcement learning is expected to be one of
the next-generation robot control schemes. Its ability to maximize policy
entropy would make a robotic controller robust to noise and perturbation, which
is useful for real-world robot applications. However, the priority of
maximizing the poli... | [
{
"created": "Wed, 8 Mar 2023 03:32:50 GMT",
"version": "v1"
},
{
"created": "Sun, 2 Jul 2023 08:48:56 GMT",
"version": "v2"
}
] | 2023-07-04 | [
[
"Kobayashi",
"Taisuke",
""
]
] | Soft actor-critic (SAC) in reinforcement learning is expected to be one of the next-generation robot control schemes. Its ability to maximize policy entropy would make a robotic controller robust to noise and perturbation, which is useful for real-world robot applications. However, the priority of maximizing the policy... |
2304.10513 | Shen Zheng | Shen Zheng, Jie Huang, Kevin Chen-Chuan Chang | Why Does ChatGPT Fall Short in Providing Truthful Answers? | null | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advancements in large language models, such as ChatGPT, have
demonstrated significant potential to impact various aspects of human life.
However, ChatGPT still faces challenges in providing reliable and accurate
answers to user questions. To better understand the model's particular
weaknesses in providing trut... | [
{
"created": "Thu, 20 Apr 2023 17:48:43 GMT",
"version": "v1"
},
{
"created": "Wed, 24 May 2023 04:58:47 GMT",
"version": "v2"
},
{
"created": "Sun, 3 Dec 2023 23:01:19 GMT",
"version": "v3"
}
] | 2023-12-05 | [
[
"Zheng",
"Shen",
""
],
[
"Huang",
"Jie",
""
],
[
"Chang",
"Kevin Chen-Chuan",
""
]
] | Recent advancements in large language models, such as ChatGPT, have demonstrated significant potential to impact various aspects of human life. However, ChatGPT still faces challenges in providing reliable and accurate answers to user questions. To better understand the model's particular weaknesses in providing truthf... |
2402.10318 | Ralf M\"uller | Ralf R. M\"uller | Multi-Antenna Towards Inband Shift Keying | The initial version of this paper contains an error. It calculates
the beamforming gain of transmit beamforming for N antennas as N, but it
should be N^2. This error has been corrected in the latest version | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We propose a new continuous phase frequency shift keying that is particularly
suited for multi-antenna communications when the link budget is critical and
beam alignment is problematic. It combines the constant envelope of frequency
modulation with low-rate repetition coding in order to compensate for the
absence of ... | [
{
"created": "Thu, 15 Feb 2024 20:41:09 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Feb 2024 08:33:13 GMT",
"version": "v2"
},
{
"created": "Mon, 8 Apr 2024 15:42:41 GMT",
"version": "v3"
}
] | 2024-04-09 | [
[
"Müller",
"Ralf R.",
""
]
] | We propose a new continuous phase frequency shift keying that is particularly suited for multi-antenna communications when the link budget is critical and beam alignment is problematic. It combines the constant envelope of frequency modulation with low-rate repetition coding in order to compensate for the absence of tr... |
1604.04721 | Victor Sanchez-Anguix Dr. | Juan M. Alberola, Elena Del Val, Victor Sanchez-Anguix, Alberto
Palomares and Maria Dolores Teruel | An artificial intelligence tool for heterogeneous team formation in the
classroom | null | Knowledge-Based Systems, 2016 | 10.1016/j.knosys.2016.02.010 | null | cs.AI cs.CY cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, there is increasing interest in the development of teamwork skills
in the educational context. This growing interest is motivated by its
pedagogical effectiveness and the fact that, in labour contexts, enterprises
organize their employees in teams to carry out complex projects. Despite its
crucial importanc... | [
{
"created": "Sat, 16 Apr 2016 10:50:02 GMT",
"version": "v1"
}
] | 2016-04-19 | [
[
"Alberola",
"Juan M.",
""
],
[
"Del Val",
"Elena",
""
],
[
"Sanchez-Anguix",
"Victor",
""
],
[
"Palomares",
"Alberto",
""
],
[
"Teruel",
"Maria Dolores",
""
]
] | Nowadays, there is increasing interest in the development of teamwork skills in the educational context. This growing interest is motivated by its pedagogical effectiveness and the fact that, in labour contexts, enterprises organize their employees in teams to carry out complex projects. Despite its crucial importance ... |
1908.00916 | Dominik Mach\'a\v{c}ek | Dominik Mach\'a\v{c}ek, Jon\'a\v{s} Kratochv\'il, Tereza
Vojt\v{e}chov\'a, Ond\v{r}ej Bojar | A Speech Test Set of Practice Business Presentations with Additional
Relevant Texts | SLSP 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a test corpus of audio recordings and transcriptions of
presentations of students' enterprises together with their slides and
web-pages. The corpus is intended for evaluation of automatic speech
recognition (ASR) systems, especially in conditions where the prior
availability of in-domain vocabulary and nam... | [
{
"created": "Fri, 2 Aug 2019 15:39:31 GMT",
"version": "v1"
}
] | 2019-08-05 | [
[
"Macháček",
"Dominik",
""
],
[
"Kratochvíl",
"Jonáš",
""
],
[
"Vojtěchová",
"Tereza",
""
],
[
"Bojar",
"Ondřej",
""
]
] | We present a test corpus of audio recordings and transcriptions of presentations of students' enterprises together with their slides and web-pages. The corpus is intended for evaluation of automatic speech recognition (ASR) systems, especially in conditions where the prior availability of in-domain vocabulary and named... |
1108.5250 | Tshilidzi Marwala | A.K. Mohamed, T. Marwala, and L.R. John | Single-trial EEG Discrimination between Wrist and Finger Movement
Imagery and Execution in a Sensorimotor BCI | 33rd Annual International IEEE EMBS Conference 2011 | null | 10.1109/IEMBS.2011.6091552 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A brain-computer interface (BCI) may be used to control a prosthetic or
orthotic hand using neural activity from the brain. The core of this
sensorimotor BCI lies in the interpretation of the neural information extracted
from electroencephalogram (EEG). It is desired to improve on the interpretation
of EEG to allow p... | [
{
"created": "Fri, 26 Aug 2011 07:10:04 GMT",
"version": "v1"
}
] | 2016-11-17 | [
[
"Mohamed",
"A. K.",
""
],
[
"Marwala",
"T.",
""
],
[
"John",
"L. R.",
""
]
] | A brain-computer interface (BCI) may be used to control a prosthetic or orthotic hand using neural activity from the brain. The core of this sensorimotor BCI lies in the interpretation of the neural information extracted from electroencephalogram (EEG). It is desired to improve on the interpretation of EEG to allow peo... |
2110.15789 | Thi Huyen Nguyen | Thi Huyen Nguyen, Tu Nguyen, Tuan-Anh Hoang, Claudia Nieder\'ee | On the Feasibility of Predicting Questions being Forgotten in Stack
Overflow | null | null | null | null | cs.IR cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | For their attractiveness, comprehensiveness and dynamic coverage of relevant
topics, community-based question answering sites such as Stack Overflow heavily
rely on the engagement of their communities: Questions on new technologies,
technology features as well as technology versions come up and have to be
answered as... | [
{
"created": "Fri, 29 Oct 2021 15:59:11 GMT",
"version": "v1"
}
] | 2021-11-01 | [
[
"Nguyen",
"Thi Huyen",
""
],
[
"Nguyen",
"Tu",
""
],
[
"Hoang",
"Tuan-Anh",
""
],
[
"Niederée",
"Claudia",
""
]
] | For their attractiveness, comprehensiveness and dynamic coverage of relevant topics, community-based question answering sites such as Stack Overflow heavily rely on the engagement of their communities: Questions on new technologies, technology features as well as technology versions come up and have to be answered as t... |
2112.10930 | Tianyun Zhang | Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad,
Yanzhi Wang, Yuan Xie | Compact Multi-level Sparse Neural Networks with Input Independent
Dynamic Rerouting | null | null | null | null | cs.NE cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks (DNNs) have shown to provide superb performance in many
real life applications, but their large computation cost and storage
requirement have prevented them from being deployed to many edge and
internet-of-things (IoT) devices. Sparse deep neural networks, whose majority
weight parameters are zer... | [
{
"created": "Tue, 21 Dec 2021 01:35:51 GMT",
"version": "v1"
}
] | 2021-12-22 | [
[
"Qin",
"Minghai",
""
],
[
"Zhang",
"Tianyun",
""
],
[
"Sun",
"Fei",
""
],
[
"Chen",
"Yen-Kuang",
""
],
[
"Fardad",
"Makan",
""
],
[
"Wang",
"Yanzhi",
""
],
[
"Xie",
"Yuan",
""
]
] | Deep neural networks (DNNs) have shown to provide superb performance in many real life applications, but their large computation cost and storage requirement have prevented them from being deployed to many edge and internet-of-things (IoT) devices. Sparse deep neural networks, whose majority weight parameters are zeros... |
1901.07129 | Xiang Kong | Xiang Kong, Bohan Li, Graham Neubig, Eduard Hovy, Yiming Yang | An Adversarial Approach to High-Quality, Sentiment-Controlled Neural
Dialogue Generation | DEEP-DIAL 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we propose a method for neural dialogue response generation
that allows not only generating semantically reasonable responses according to
the dialogue history, but also explicitly controlling the sentiment of the
response via sentiment labels. Our proposed model is based on the paradigm of
conditional ... | [
{
"created": "Tue, 22 Jan 2019 00:29:27 GMT",
"version": "v1"
}
] | 2019-01-23 | [
[
"Kong",
"Xiang",
""
],
[
"Li",
"Bohan",
""
],
[
"Neubig",
"Graham",
""
],
[
"Hovy",
"Eduard",
""
],
[
"Yang",
"Yiming",
""
]
] | In this work, we propose a method for neural dialogue response generation that allows not only generating semantically reasonable responses according to the dialogue history, but also explicitly controlling the sentiment of the response via sentiment labels. Our proposed model is based on the paradigm of conditional ad... |
2311.12159 | Jia-Hong Huang | Jia-Hong Huang, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hung Chen, Marcel
Worring | Conditional Modeling Based Automatic Video Summarization | This work has been submitted to the IEEE for possible publication.
arXiv admin note: substantial text overlap with arXiv:2305.00455 | null | null | null | cs.CV cs.AI cs.IR cs.LG cs.MM | http://creativecommons.org/licenses/by/4.0/ | The aim of video summarization is to shorten videos automatically while
retaining the key information necessary to convey the overall story. Video
summarization methods mainly rely on visual factors, such as visual
consecutiveness and diversity, which may not be sufficient to fully understand
the content of the video... | [
{
"created": "Mon, 20 Nov 2023 20:24:45 GMT",
"version": "v1"
}
] | 2023-11-22 | [
[
"Huang",
"Jia-Hong",
""
],
[
"Yang",
"Chao-Han Huck",
""
],
[
"Chen",
"Pin-Yu",
""
],
[
"Chen",
"Min-Hung",
""
],
[
"Worring",
"Marcel",
""
]
] | The aim of video summarization is to shorten videos automatically while retaining the key information necessary to convey the overall story. Video summarization methods mainly rely on visual factors, such as visual consecutiveness and diversity, which may not be sufficient to fully understand the content of the video. ... |
2403.17491 | Xinyu Ning | Xinyu Ning and Yutong Zhao and Yitong Liu and Hongwen Yang | DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation | Accepted by LREC-COLING 2024 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | The method of training language models based on domain datasets has obtained
significant achievements in the task of generating scientific paper abstracts.
However, such models face problems of generalization and expensive training
costs. The use of large language models (LLMs) to solve the task of generating
paper a... | [
{
"created": "Tue, 26 Mar 2024 08:47:23 GMT",
"version": "v1"
}
] | 2024-03-27 | [
[
"Ning",
"Xinyu",
""
],
[
"Zhao",
"Yutong",
""
],
[
"Liu",
"Yitong",
""
],
[
"Yang",
"Hongwen",
""
]
] | The method of training language models based on domain datasets has obtained significant achievements in the task of generating scientific paper abstracts. However, such models face problems of generalization and expensive training costs. The use of large language models (LLMs) to solve the task of generating paper abs... |
2010.09141 | Zafeiria Moumoulidou | Zafeiria Moumoulidou, Andrew McGregor, and Alexandra Meliou | Diverse Data Selection under Fairness Constraints | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Diversity is an important principle in data selection and summarization,
facility location, and recommendation systems. Our work focuses on maximizing
diversity in data selection, while offering fairness guarantees. In particular,
we offer the first study that augments the Max-Min diversification objective
with fairn... | [
{
"created": "Sun, 18 Oct 2020 23:51:53 GMT",
"version": "v1"
}
] | 2020-10-20 | [
[
"Moumoulidou",
"Zafeiria",
""
],
[
"McGregor",
"Andrew",
""
],
[
"Meliou",
"Alexandra",
""
]
] | Diversity is an important principle in data selection and summarization, facility location, and recommendation systems. Our work focuses on maximizing diversity in data selection, while offering fairness guarantees. In particular, we offer the first study that augments the Max-Min diversification objective with fairnes... |
2102.02051 | Zongbo Han | Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou | Trusted Multi-View Classification | Accepted by ICLR 2021 | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by/4.0/ | Multi-view classification (MVC) generally focuses on improving classification
accuracy by using information from different views, typically integrating them
into a unified comprehensive representation for downstream tasks. However, it
is also crucial to dynamically assess the quality of a view for different
samples i... | [
{
"created": "Wed, 3 Feb 2021 13:30:26 GMT",
"version": "v1"
}
] | 2021-02-04 | [
[
"Han",
"Zongbo",
""
],
[
"Zhang",
"Changqing",
""
],
[
"Fu",
"Huazhu",
""
],
[
"Zhou",
"Joey Tianyi",
""
]
] | Multi-view classification (MVC) generally focuses on improving classification accuracy by using information from different views, typically integrating them into a unified comprehensive representation for downstream tasks. However, it is also crucial to dynamically assess the quality of a view for different samples in ... |
2105.08306 | Kiran Koshy Thekumparampil | Kiran Koshy Thekumparampil, Prateek Jain, Praneeth Netrapalli, Sewoong
Oh | Sample Efficient Linear Meta-Learning by Alternating Minimization | null | null | null | null | cs.LG cs.AI math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Meta-learning synthesizes and leverages the knowledge from a given set of
tasks to rapidly learn new tasks using very little data. Meta-learning of
linear regression tasks, where the regressors lie in a low-dimensional
subspace, is an extensively-studied fundamental problem in this domain.
However, existing results e... | [
{
"created": "Tue, 18 May 2021 06:46:48 GMT",
"version": "v1"
}
] | 2021-05-19 | [
[
"Thekumparampil",
"Kiran Koshy",
""
],
[
"Jain",
"Prateek",
""
],
[
"Netrapalli",
"Praneeth",
""
],
[
"Oh",
"Sewoong",
""
]
] | Meta-learning synthesizes and leverages the knowledge from a given set of tasks to rapidly learn new tasks using very little data. Meta-learning of linear regression tasks, where the regressors lie in a low-dimensional subspace, is an extensively-studied fundamental problem in this domain. However, existing results eit... |
0910.3127 | Jakob Nordstr\"om | Jakob Nordstr\"om, Alexander Razborov | On Minimal Unsatisfiability and Time-Space Trade-offs for k-DNF
Resolution | null | null | null | null | cs.DM cs.CC math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the context of proving lower bounds on proof space in k-DNF resolution,
[Ben-Sasson and Nordstrom 2009] introduced the concept of minimally
unsatisfiable sets of k-DNF formulas and proved that a minimally unsatisfiable
k-DNF set with m formulas can have at most O((mk)^(k+1)) variables. They also
gave an example of... | [
{
"created": "Fri, 16 Oct 2009 14:33:58 GMT",
"version": "v1"
},
{
"created": "Fri, 16 Oct 2009 21:10:31 GMT",
"version": "v2"
}
] | 2016-09-08 | [
[
"Nordström",
"Jakob",
""
],
[
"Razborov",
"Alexander",
""
]
] | In the context of proving lower bounds on proof space in k-DNF resolution, [Ben-Sasson and Nordstrom 2009] introduced the concept of minimally unsatisfiable sets of k-DNF formulas and proved that a minimally unsatisfiable k-DNF set with m formulas can have at most O((mk)^(k+1)) variables. They also gave an example of s... |
1606.05696 | Yang Shi | Yang Shi, U. N. Niranjan, Animashree Anandkumar, Cris Cecka | Tensor Contractions with Extended BLAS Kernels on CPU and GPU | null | null | 10.1109/HiPC.2016.031 | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Tensor contractions constitute a key computational ingredient of numerical
multi-linear algebra. However, as the order and dimension of tensors grow, the
time and space complexities of tensor-based computations grow quickly. Existing
approaches for tensor contractions typically involves explicit copy and
transpose op... | [
{
"created": "Fri, 17 Jun 2016 22:39:19 GMT",
"version": "v1"
},
{
"created": "Sun, 2 Oct 2016 20:14:04 GMT",
"version": "v2"
}
] | 2018-08-15 | [
[
"Shi",
"Yang",
""
],
[
"Niranjan",
"U. N.",
""
],
[
"Anandkumar",
"Animashree",
""
],
[
"Cecka",
"Cris",
""
]
] | Tensor contractions constitute a key computational ingredient of numerical multi-linear algebra. However, as the order and dimension of tensors grow, the time and space complexities of tensor-based computations grow quickly. Existing approaches for tensor contractions typically involves explicit copy and transpose oper... |
2103.08095 | Alessandro Lameiras Koerich | Mohammad Esmaeilpour and Patrick Cardinal and Alessandro Lameiras
Koerich | Towards Robust Speech-to-Text Adversarial Attack | 5 pages | null | null | null | cs.SD cs.LG eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces a novel adversarial algorithm for attacking the
state-of-the-art speech-to-text systems, namely DeepSpeech, Kaldi, and Lingvo.
Our approach is based on developing an extension for the conventional
distortion condition of the adversarial optimization formulation using the
Cram\`er integral probab... | [
{
"created": "Mon, 15 Mar 2021 01:51:41 GMT",
"version": "v1"
}
] | 2021-03-16 | [
[
"Esmaeilpour",
"Mohammad",
""
],
[
"Cardinal",
"Patrick",
""
],
[
"Koerich",
"Alessandro Lameiras",
""
]
] | This paper introduces a novel adversarial algorithm for attacking the state-of-the-art speech-to-text systems, namely DeepSpeech, Kaldi, and Lingvo. Our approach is based on developing an extension for the conventional distortion condition of the adversarial optimization formulation using the Cram\`er integral probabil... |
1304.7282 | Urmila Shrawankar Ms | Priti Saktel, Urmila Shrawankar | An Improved Approach for Word Ambiguity Removal | Pages:12 Tables: 07 Figures: 14, International Journal of Human
Computer Interaction (IJHCI), Volume (3): Issue (3): 2012 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Word ambiguity removal is a task of removing ambiguity from a word, i.e.
correct sense of word is identified from ambiguous sentences. This paper
describes a model that uses Part of Speech tagger and three categories for word
sense disambiguation (WSD). Human Computer Interaction is very needful to
improve interactio... | [
{
"created": "Thu, 25 Apr 2013 10:25:41 GMT",
"version": "v1"
}
] | 2013-04-30 | [
[
"Saktel",
"Priti",
""
],
[
"Shrawankar",
"Urmila",
""
]
] | Word ambiguity removal is a task of removing ambiguity from a word, i.e. correct sense of word is identified from ambiguous sentences. This paper describes a model that uses Part of Speech tagger and three categories for word sense disambiguation (WSD). Human Computer Interaction is very needful to improve interactions... |
2207.08548 | Manu Joseph | Manu Joseph, Harsh Raj | GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | 15 pages + Reference & Appendix | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | We propose a novel high-performance, interpretable, and parameter \&
computationally efficient deep learning architecture for tabular data, Gated
Adaptive Network for Deep Automated Learning of Features (GANDALF). GANDALF
relies on a new tabular processing unit with a gating mechanism and in-built
feature selection c... | [
{
"created": "Mon, 18 Jul 2022 12:12:24 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Jul 2022 09:28:56 GMT",
"version": "v2"
},
{
"created": "Wed, 17 Aug 2022 01:57:38 GMT",
"version": "v3"
},
{
"created": "Fri, 27 Jan 2023 07:26:43 GMT",
"version": "v4"
},
{
"c... | 2024-01-11 | [
[
"Joseph",
"Manu",
""
],
[
"Raj",
"Harsh",
""
]
] | We propose a novel high-performance, interpretable, and parameter \& computationally efficient deep learning architecture for tabular data, Gated Adaptive Network for Deep Automated Learning of Features (GANDALF). GANDALF relies on a new tabular processing unit with a gating mechanism and in-built feature selection cal... |
2112.05068 | Rika Antonova | Rika Antonova, Jingyun Yang, Priya Sundaresan, Dieter Fox, Fabio
Ramos, Jeannette Bohg | A Bayesian Treatment of Real-to-Sim for Deformable Object Manipulation | null | null | null | null | cs.RO cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deformable object manipulation remains a challenging task in robotics
research. Conventional techniques for parameter inference and state estimation
typically rely on a precise definition of the state space and its dynamics.
While this is appropriate for rigid objects and robot states, it is challenging
to define the... | [
{
"created": "Thu, 9 Dec 2021 17:50:54 GMT",
"version": "v1"
}
] | 2021-12-10 | [
[
"Antonova",
"Rika",
""
],
[
"Yang",
"Jingyun",
""
],
[
"Sundaresan",
"Priya",
""
],
[
"Fox",
"Dieter",
""
],
[
"Ramos",
"Fabio",
""
],
[
"Bohg",
"Jeannette",
""
]
] | Deformable object manipulation remains a challenging task in robotics research. Conventional techniques for parameter inference and state estimation typically rely on a precise definition of the state space and its dynamics. While this is appropriate for rigid objects and robot states, it is challenging to define the s... |
2209.13832 | Tie Luo | Tao Wu, Tie Luo, Donald Wunsch | Learning Deep Representations via Contrastive Learning for Instance
Retrieval | IEEE Symposium Series On Computational Intelligence (SSCI), December
2022. Accepted | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Instance-level Image Retrieval (IIR), or simply Instance Retrieval, deals
with the problem of finding all the images within an dataset that contain a
query instance (e.g. an object). This paper makes the first attempt that
tackles this problem using instance-discrimination based contrastive learning
(CL). While CL ha... | [
{
"created": "Wed, 28 Sep 2022 04:36:34 GMT",
"version": "v1"
}
] | 2022-09-29 | [
[
"Wu",
"Tao",
""
],
[
"Luo",
"Tie",
""
],
[
"Wunsch",
"Donald",
""
]
] | Instance-level Image Retrieval (IIR), or simply Instance Retrieval, deals with the problem of finding all the images within an dataset that contain a query instance (e.g. an object). This paper makes the first attempt that tackles this problem using instance-discrimination based contrastive learning (CL). While CL has ... |
1707.07240 | Bin Wang | Bin Wang and Zhijian Ou | Language modeling with Neural trans-dimensional random fields | 6 pages, 2 figures and 3 tables, accepted to ASRU 2017 | null | null | null | cs.CL cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Trans-dimensional random field language models (TRF LMs) have recently been
introduced, where sentences are modeled as a collection of random fields. The
TRF approach has been shown to have the advantages of being computationally
more efficient in inference than LSTM LMs with close performance and being able
to flexi... | [
{
"created": "Sun, 23 Jul 2017 03:06:47 GMT",
"version": "v1"
},
{
"created": "Tue, 25 Jul 2017 01:25:18 GMT",
"version": "v2"
},
{
"created": "Tue, 19 Sep 2017 08:28:42 GMT",
"version": "v3"
}
] | 2017-09-20 | [
[
"Wang",
"Bin",
""
],
[
"Ou",
"Zhijian",
""
]
] | Trans-dimensional random field language models (TRF LMs) have recently been introduced, where sentences are modeled as a collection of random fields. The TRF approach has been shown to have the advantages of being computationally more efficient in inference than LSTM LMs with close performance and being able to flexibl... |
2003.07701 | Gabriel Gon\c{c}alves | Gabriel F. N. Gon\c{c}alves, Assen Batchvarov, Yuyi Liu, Yuxin Liu,
Lachlan Mason, Indranil Pan, Omar K. Matar | Data-driven surrogate modelling and benchmarking for process equipment | null | Data-Centric Engineering (2020), 1, E7 | 10.1017/dce.2020.8 | null | cs.CE cs.LG physics.flu-dyn stat.ML | http://creativecommons.org/licenses/by/4.0/ | In chemical process engineering, surrogate models of complex systems are
often necessary for tasks of domain exploration, sensitivity analysis of the
design parameters, and optimization. A suite of computational fluid dynamics
(CFD) simulations geared toward chemical process equipment modeling has been
developed and ... | [
{
"created": "Fri, 13 Mar 2020 18:22:43 GMT",
"version": "v1"
},
{
"created": "Tue, 8 Sep 2020 14:42:14 GMT",
"version": "v2"
}
] | 2020-09-09 | [
[
"Gonçalves",
"Gabriel F. N.",
""
],
[
"Batchvarov",
"Assen",
""
],
[
"Liu",
"Yuyi",
""
],
[
"Liu",
"Yuxin",
""
],
[
"Mason",
"Lachlan",
""
],
[
"Pan",
"Indranil",
""
],
[
"Matar",
"Omar K.",
""
]
] | In chemical process engineering, surrogate models of complex systems are often necessary for tasks of domain exploration, sensitivity analysis of the design parameters, and optimization. A suite of computational fluid dynamics (CFD) simulations geared toward chemical process equipment modeling has been developed and va... |
1707.07998 | Peter Anderson | Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark
Johnson, Stephen Gould, Lei Zhang | Bottom-Up and Top-Down Attention for Image Captioning and Visual
Question Answering | CVPR 2018 full oral, winner of the 2017 Visual Question Answering
challenge | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Top-down visual attention mechanisms have been used extensively in image
captioning and visual question answering (VQA) to enable deeper image
understanding through fine-grained analysis and even multiple steps of
reasoning. In this work, we propose a combined bottom-up and top-down attention
mechanism that enables a... | [
{
"created": "Tue, 25 Jul 2017 13:50:17 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Aug 2017 23:24:23 GMT",
"version": "v2"
},
{
"created": "Wed, 14 Mar 2018 05:24:23 GMT",
"version": "v3"
}
] | 2018-03-15 | [
[
"Anderson",
"Peter",
""
],
[
"He",
"Xiaodong",
""
],
[
"Buehler",
"Chris",
""
],
[
"Teney",
"Damien",
""
],
[
"Johnson",
"Mark",
""
],
[
"Gould",
"Stephen",
""
],
[
"Zhang",
"Lei",
""
]
] | Top-down visual attention mechanisms have been used extensively in image captioning and visual question answering (VQA) to enable deeper image understanding through fine-grained analysis and even multiple steps of reasoning. In this work, we propose a combined bottom-up and top-down attention mechanism that enables att... |
2201.00129 | Yuxing Wang | Yuxing Wang, Tiantian Zhang, Yongzhe Chang, Bin Liang, Xueqian Wang,
Bo Yuan | A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement
Learning | null | null | 10.1016/j.ins.2022.10.134 | null | cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The integration of Reinforcement Learning (RL) and Evolutionary Algorithms
(EAs) aims at simultaneously exploiting the sample efficiency as well as the
diversity and robustness of the two paradigms. Recently, hybrid learning
frameworks based on this principle have achieved great success in various
challenging robot c... | [
{
"created": "Sat, 1 Jan 2022 06:42:51 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Apr 2022 15:30:26 GMT",
"version": "v2"
}
] | 2022-11-08 | [
[
"Wang",
"Yuxing",
""
],
[
"Zhang",
"Tiantian",
""
],
[
"Chang",
"Yongzhe",
""
],
[
"Liang",
"Bin",
""
],
[
"Wang",
"Xueqian",
""
],
[
"Yuan",
"Bo",
""
]
] | The integration of Reinforcement Learning (RL) and Evolutionary Algorithms (EAs) aims at simultaneously exploiting the sample efficiency as well as the diversity and robustness of the two paradigms. Recently, hybrid learning frameworks based on this principle have achieved great success in various challenging robot con... |
2104.14294 | Mathilde Caron | Mathilde Caron, Hugo Touvron, Ishan Misra, Herv\'e J\'egou, Julien
Mairal, Piotr Bojanowski, Armand Joulin | Emerging Properties in Self-Supervised Vision Transformers | 21 pages | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In this paper, we question if self-supervised learning provides new
properties to Vision Transformer (ViT) that stand out compared to convolutional
networks (convnets). Beyond the fact that adapting self-supervised methods to
this architecture works particularly well, we make the following observations:
first, self-s... | [
{
"created": "Thu, 29 Apr 2021 12:28:51 GMT",
"version": "v1"
},
{
"created": "Mon, 24 May 2021 17:49:18 GMT",
"version": "v2"
}
] | 2021-05-25 | [
[
"Caron",
"Mathilde",
""
],
[
"Touvron",
"Hugo",
""
],
[
"Misra",
"Ishan",
""
],
[
"Jégou",
"Hervé",
""
],
[
"Mairal",
"Julien",
""
],
[
"Bojanowski",
"Piotr",
""
],
[
"Joulin",
"Armand",
""
]
] | In this paper, we question if self-supervised learning provides new properties to Vision Transformer (ViT) that stand out compared to convolutional networks (convnets). Beyond the fact that adapting self-supervised methods to this architecture works particularly well, we make the following observations: first, self-sup... |
2306.17750 | Kavosh Asadi | Kavosh Asadi, Shoham Sabach, Yao Liu, Omer Gottesman, Rasool Fakoor | TD Convergence: An Optimization Perspective | Accepted at Thirty-seventh Conference on Neural Information
Processing Systems (NeurIPS 2023) | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the convergence behavior of the celebrated temporal-difference (TD)
learning algorithm. By looking at the algorithm through the lens of
optimization, we first argue that TD can be viewed as an iterative optimization
algorithm where the function to be minimized changes per iteration. By
carefully investigatin... | [
{
"created": "Fri, 30 Jun 2023 16:01:04 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Nov 2023 21:20:39 GMT",
"version": "v2"
}
] | 2023-11-10 | [
[
"Asadi",
"Kavosh",
""
],
[
"Sabach",
"Shoham",
""
],
[
"Liu",
"Yao",
""
],
[
"Gottesman",
"Omer",
""
],
[
"Fakoor",
"Rasool",
""
]
] | We study the convergence behavior of the celebrated temporal-difference (TD) learning algorithm. By looking at the algorithm through the lens of optimization, we first argue that TD can be viewed as an iterative optimization algorithm where the function to be minimized changes per iteration. By carefully investigating ... |
1109.1604 | Aly El Gamal | Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli | Degrees of Freedom (DoF) of Locally Connected Interference Channels with
Coordinated Multi-Point (CoMP) Transmission | In Proc. IEEE International Conference on Communications (ICC),
Ottawa, Jun. 2012 | null | 10.1109/ICC.2012.6364077 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The degrees of freedom (DoF) available for communication provides an
analytically tractable way to characterize the information-theoretic capacity
of interference channels. In this paper, the DoF of a K-user interference
channel is studied under the assumption that the transmitters can cooperate via
coordinated multi... | [
{
"created": "Wed, 7 Sep 2011 23:46:19 GMT",
"version": "v1"
},
{
"created": "Tue, 27 Sep 2011 20:06:44 GMT",
"version": "v2"
},
{
"created": "Tue, 21 Feb 2012 15:10:31 GMT",
"version": "v3"
}
] | 2016-11-15 | [
[
"Gamal",
"Aly El",
""
],
[
"Annapureddy",
"V. Sreekanth",
""
],
[
"Veeravalli",
"Venugopal V.",
""
]
] | The degrees of freedom (DoF) available for communication provides an analytically tractable way to characterize the information-theoretic capacity of interference channels. In this paper, the DoF of a K-user interference channel is studied under the assumption that the transmitters can cooperate via coordinated multi-p... |
1701.07290 | Giuseppe Santucci | Enrico Bertini and Giuseppe Santucci | Modelling internet based applications for designing multi-device
adaptive interfaces | Keywords: adaptive interfaces, multi-device and multi-channel
applications | Proceedings of the Workshop on Advanced Visual Interfaces AVI
2004, Pages 252-256 Working Conference on Advanced Visual Interfaces, AVI
2004; Gallipoli; Italy; 25 May 2004 through 28 May 2004 | null | null | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The wide spread of mobile devices in the consumer market has posed a number
of new issues in the design of internet applications and their user interfaces.
In particular, applications need to adapt their interaction modalities to
different portable devices. In this paper we address the problem of defining
models and ... | [
{
"created": "Wed, 25 Jan 2017 12:55:45 GMT",
"version": "v1"
}
] | 2017-01-26 | [
[
"Bertini",
"Enrico",
""
],
[
"Santucci",
"Giuseppe",
""
]
] | The wide spread of mobile devices in the consumer market has posed a number of new issues in the design of internet applications and their user interfaces. In particular, applications need to adapt their interaction modalities to different portable devices. In this paper we address the problem of defining models and te... |
2310.06911 | Ludovic Noels | Van-Dung Nguyen, Ling Wu, Fran\c{c}oise Remacle, Ludovic Noels | A quantum annealing-sequential quadratic programming assisted finite
element simulation for non-linear and history-dependent mechanical problems | This is an updated version following reviewing process. The code and
raw/processed data required to reproduce these findings is available on
http://dx.doi.org/10.5281/zenodo.10451584 under the Creative Commons
Attribution 4.0 International (CC BY 4.0) licence | European Journal of Mechanics - A/Solids, Volume 105, 2024, 105254 | 10.1016/j.euromechsol.2024.105254 | null | cs.CE | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We propose a framework to solve non-linear and history-dependent mechanical
problems based on a hybrid classical computer -- quantum annealer approach.
Quantum Computers are anticipated to solve particular operations exponentially
faster. The available possible operations are however not as versatile as with
a classi... | [
{
"created": "Tue, 10 Oct 2023 18:09:08 GMT",
"version": "v1"
},
{
"created": "Fri, 5 Jan 2024 13:39:40 GMT",
"version": "v2"
}
] | 2024-02-20 | [
[
"Nguyen",
"Van-Dung",
""
],
[
"Wu",
"Ling",
""
],
[
"Remacle",
"Françoise",
""
],
[
"Noels",
"Ludovic",
""
]
] | We propose a framework to solve non-linear and history-dependent mechanical problems based on a hybrid classical computer -- quantum annealer approach. Quantum Computers are anticipated to solve particular operations exponentially faster. The available possible operations are however not as versatile as with a classica... |
1709.01189 | Fan Yang | Fan Yang, Arjun Mukherjee, Eduard Dragut | Satirical News Detection and Analysis using Attention Mechanism and
Linguistic Features | EMNLP 2017, 11 pages | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Satirical news is considered to be entertainment, but it is potentially
deceptive and harmful. Despite the embedded genre in the article, not everyone
can recognize the satirical cues and therefore believe the news as true news.
We observe that satirical cues are often reflected in certain paragraphs rather
than the ... | [
{
"created": "Mon, 4 Sep 2017 23:06:36 GMT",
"version": "v1"
}
] | 2017-09-06 | [
[
"Yang",
"Fan",
""
],
[
"Mukherjee",
"Arjun",
""
],
[
"Dragut",
"Eduard",
""
]
] | Satirical news is considered to be entertainment, but it is potentially deceptive and harmful. Despite the embedded genre in the article, not everyone can recognize the satirical cues and therefore believe the news as true news. We observe that satirical cues are often reflected in certain paragraphs rather than the wh... |
2301.12569 | Zahra Zahedi | Zahra Zahedi, Sarath Sreedharan, Subbarao Kambhampati | A Mental Model Based Theory of Trust | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Handling trust is one of the core requirements for facilitating effective
interaction between the human and the AI agent. Thus, any decision-making
framework designed to work with humans must possess the ability to estimate and
leverage human trust. In this paper, we propose a mental model based theory of
trust that ... | [
{
"created": "Sun, 29 Jan 2023 22:36:37 GMT",
"version": "v1"
}
] | 2023-01-31 | [
[
"Zahedi",
"Zahra",
""
],
[
"Sreedharan",
"Sarath",
""
],
[
"Kambhampati",
"Subbarao",
""
]
] | Handling trust is one of the core requirements for facilitating effective interaction between the human and the AI agent. Thus, any decision-making framework designed to work with humans must possess the ability to estimate and leverage human trust. In this paper, we propose a mental model based theory of trust that no... |
2304.05659 | Jiahao Wang | Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui
Liu, Kai Chen, Ping Luo, Dahua Lin | RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer | 8 pages, accepted by CVPR2023 | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies how to keep a vision backbone effective while removing
token mixers in its basic building blocks. Token mixers, as self-attention for
vision transformers (ViTs), are intended to perform information communication
between different spatial tokens but suffer from considerable computational
cost and la... | [
{
"created": "Wed, 12 Apr 2023 07:34:13 GMT",
"version": "v1"
}
] | 2023-04-13 | [
[
"Wang",
"Jiahao",
""
],
[
"Zhang",
"Songyang",
""
],
[
"Liu",
"Yong",
""
],
[
"Wu",
"Taiqiang",
""
],
[
"Yang",
"Yujiu",
""
],
[
"Liu",
"Xihui",
""
],
[
"Chen",
"Kai",
""
],
[
"Luo",
"Ping",
... | This paper studies how to keep a vision backbone effective while removing token mixers in its basic building blocks. Token mixers, as self-attention for vision transformers (ViTs), are intended to perform information communication between different spatial tokens but suffer from considerable computational cost and late... |
1002.0574 | Aubin Lecointre | Aubin Lecointre (LAAS), Daniela Dragomirescu (LAAS), Robert Plana
(LAAS) | Channel Capacity Limitations versus Hardware Implementation for UWB
Impulse Radio Communications | null | Romanian Journal of Information Science and Technology (2009)
339-353 | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Starting from the Shannon channel capacity, we propose an IR-UWB channel
capacity based on the delay spread for multipath time variant channels. This
IR-UWB channel capacity is obtained from the no ISI (Inter Symbol Interference)
assumption and for binary modulations. The impact of the kind of implementation
is consi... | [
{
"created": "Tue, 2 Feb 2010 20:06:12 GMT",
"version": "v1"
}
] | 2010-02-03 | [
[
"Lecointre",
"Aubin",
"",
"LAAS"
],
[
"Dragomirescu",
"Daniela",
"",
"LAAS"
],
[
"Plana",
"Robert",
"",
"LAAS"
]
] | Starting from the Shannon channel capacity, we propose an IR-UWB channel capacity based on the delay spread for multipath time variant channels. This IR-UWB channel capacity is obtained from the no ISI (Inter Symbol Interference) assumption and for binary modulations. The impact of the kind of implementation is conside... |
2310.10928 | Navin Kumar | Adam Valen Levinson, Abhay Goyal, Roger Ho Chun Man, Roy Ka-Wei Lee,
Koustuv Saha, Nimay Parekh, Frederick L. Altice, Lam Yin Cheung, Munmun De
Choudhury and Navin Kumar | Using Audio Data to Facilitate Depression Risk Assessment in Primary
Health Care | null | null | null | null | cs.HC cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Telehealth is a valuable tool for primary health care (PHC), where depression
is a common condition. PHC is the first point of contact for most people with
depression, but about 25% of diagnoses made by PHC physicians are inaccurate.
Many other barriers also hinder depression detection and treatment in PHC.
Artificia... | [
{
"created": "Tue, 17 Oct 2023 01:55:49 GMT",
"version": "v1"
}
] | 2023-10-18 | [
[
"Levinson",
"Adam Valen",
""
],
[
"Goyal",
"Abhay",
""
],
[
"Man",
"Roger Ho Chun",
""
],
[
"Lee",
"Roy Ka-Wei",
""
],
[
"Saha",
"Koustuv",
""
],
[
"Parekh",
"Nimay",
""
],
[
"Altice",
"Frederick L.",
""
... | Telehealth is a valuable tool for primary health care (PHC), where depression is a common condition. PHC is the first point of contact for most people with depression, but about 25% of diagnoses made by PHC physicians are inaccurate. Many other barriers also hinder depression detection and treatment in PHC. Artificial ... |
2309.07668 | Ankit Dhiman | Ankit Dhiman and R Srinath and Srinjay Sarkar and Lokesh R Boregowda
and R Venkatesh Babu | CoRF : Colorizing Radiance Fields using Knowledge Distillation | AI3DCC @ ICCV 2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Neural radiance field (NeRF) based methods enable high-quality novel-view
synthesis for multi-view images. This work presents a method for synthesizing
colorized novel views from input grey-scale multi-view images. When we apply
image or video-based colorization methods on the generated grey-scale novel
views, we obs... | [
{
"created": "Thu, 14 Sep 2023 12:30:48 GMT",
"version": "v1"
}
] | 2023-09-15 | [
[
"Dhiman",
"Ankit",
""
],
[
"Srinath",
"R",
""
],
[
"Sarkar",
"Srinjay",
""
],
[
"Boregowda",
"Lokesh R",
""
],
[
"Babu",
"R Venkatesh",
""
]
] | Neural radiance field (NeRF) based methods enable high-quality novel-view synthesis for multi-view images. This work presents a method for synthesizing colorized novel views from input grey-scale multi-view images. When we apply image or video-based colorization methods on the generated grey-scale novel views, we obser... |
1901.05754 | Fernando Mac\'ias | Fernando Mac\'ias, Uwe Wolter, Adrian Rutle, Francisco Dur\'an,
Roberto Rodriguez-Echeverria | Multilevel Coupled Model Transformations for Precise and Reusable
Definition of Model Behaviour | Journal of Logical and Algebraic Methods in Programming. Available
online 11 January 2019. In Press, Accepted Manuscript | null | 10.1016/j.jlamp.2018.12.005 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The use of Domain-Specific Languages (DSLs) is a promising field for the
development of tools tailored to specific problem spaces, effectively
diminishing the complexity of hand-made software. With the goal of making
models as precise, simple and reusable as possible, we augment DSLs with
concepts from multilevel mod... | [
{
"created": "Thu, 17 Jan 2019 12:25:47 GMT",
"version": "v1"
}
] | 2019-01-18 | [
[
"Macías",
"Fernando",
""
],
[
"Wolter",
"Uwe",
""
],
[
"Rutle",
"Adrian",
""
],
[
"Durán",
"Francisco",
""
],
[
"Rodriguez-Echeverria",
"Roberto",
""
]
] | The use of Domain-Specific Languages (DSLs) is a promising field for the development of tools tailored to specific problem spaces, effectively diminishing the complexity of hand-made software. With the goal of making models as precise, simple and reusable as possible, we augment DSLs with concepts from multilevel model... |
2407.07719 | Baptiste CHATELIER | Baptiste Chatelier (IETR, MERCE-France, INSA Rennes), Vincent Corlay
(MERCE-France), Matthieu Crussi\`ere (IETR, INSA Rennes), Luc Le Magoarou
(IETR, INSA Rennes) | Model-based learning for multi-antenna multi-frequency
location-to-channel mapping | null | null | null | null | cs.IT cs.AI cs.LG eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Years of study of the propagation channel showed a close relation between a
location and the associated communication channel response. The use of a neural
network to learn the location-to-channel mapping can therefore be envisioned.
The Implicit Neural Representation (INR) literature showed that classical
neural arc... | [
{
"created": "Mon, 17 Jun 2024 13:09:25 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Jul 2024 06:54:53 GMT",
"version": "v2"
}
] | 2024-07-16 | [
[
"Chatelier",
"Baptiste",
"",
"IETR, MERCE-France, INSA Rennes"
],
[
"Corlay",
"Vincent",
"",
"MERCE-France"
],
[
"Crussière",
"Matthieu",
"",
"IETR, INSA Rennes"
],
[
"Magoarou",
"Luc Le",
"",
"IETR, INSA Rennes"
]
] | Years of study of the propagation channel showed a close relation between a location and the associated communication channel response. The use of a neural network to learn the location-to-channel mapping can therefore be envisioned. The Implicit Neural Representation (INR) literature showed that classical neural archi... |
2306.06742 | Carlos Baquero | Ana Rodrigues, Ariel Shtul, Carlos Baquero, Paulo S\'ergio Almeida | Time-limited Bloom Filter | This version extends the 4-page version published in ACM SAC 2023 and
adds a section on Experimental Evaluation | null | null | null | cs.DS cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A Bloom Filter is a probabilistic data structure designed to check, rapidly
and memory-efficiently, whether an element is present in a set. It has been
vastly used in various computing areas and several variants, allowing
deletions, dynamic sets and working with sliding windows, have surfaced over
the years. When sum... | [
{
"created": "Sun, 11 Jun 2023 18:33:45 GMT",
"version": "v1"
}
] | 2023-06-13 | [
[
"Rodrigues",
"Ana",
""
],
[
"Shtul",
"Ariel",
""
],
[
"Baquero",
"Carlos",
""
],
[
"Almeida",
"Paulo Sérgio",
""
]
] | A Bloom Filter is a probabilistic data structure designed to check, rapidly and memory-efficiently, whether an element is present in a set. It has been vastly used in various computing areas and several variants, allowing deletions, dynamic sets and working with sliding windows, have surfaced over the years. When summa... |
1709.00029 | Patrick Helber | Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth | EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and
Land Cover Classification | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we address the challenge of land use and land cover
classification using Sentinel-2 satellite images. The Sentinel-2 satellite
images are openly and freely accessible provided in the Earth observation
program Copernicus. We present a novel dataset based on Sentinel-2 satellite
images covering 13 spectr... | [
{
"created": "Thu, 31 Aug 2017 18:19:10 GMT",
"version": "v1"
},
{
"created": "Fri, 1 Feb 2019 09:51:18 GMT",
"version": "v2"
}
] | 2019-02-04 | [
[
"Helber",
"Patrick",
""
],
[
"Bischke",
"Benjamin",
""
],
[
"Dengel",
"Andreas",
""
],
[
"Borth",
"Damian",
""
]
] | In this paper, we address the challenge of land use and land cover classification using Sentinel-2 satellite images. The Sentinel-2 satellite images are openly and freely accessible provided in the Earth observation program Copernicus. We present a novel dataset based on Sentinel-2 satellite images covering 13 spectral... |
1801.06542 | Fengrong Zhang | Sihem Mesnager, Fengrong Zhang, Chunming Tang, Yong Zhou | Further study on the maximum number of bent components of vectorial
functions | 17 pages | null | null | null | cs.IT cs.CR math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In 2018, Pott, at al. have studied in [IEEE Transactions on Information
Theory. Volume: 64, Issue: 1, 2018] the maximum number of bent components of
vectorial function. They have presented serval nice results and suggested
several open problems in this context. This paper is in the continuation of
their study in whic... | [
{
"created": "Sun, 21 Jan 2018 11:58:09 GMT",
"version": "v1"
}
] | 2018-01-23 | [
[
"Mesnager",
"Sihem",
""
],
[
"Zhang",
"Fengrong",
""
],
[
"Tang",
"Chunming",
""
],
[
"Zhou",
"Yong",
""
]
] | In 2018, Pott, at al. have studied in [IEEE Transactions on Information Theory. Volume: 64, Issue: 1, 2018] the maximum number of bent components of vectorial function. They have presented serval nice results and suggested several open problems in this context. This paper is in the continuation of their study in which ... |
1509.00268 | Michael Kallitsis | Michael Kallitsis, Stilian Stoev, Shrijita Bhattacharya, George
Michailidis | AMON: An Open Source Architecture for Online Monitoring, Statistical
Analysis and Forensics of Multi-gigabit Streams | null | null | null | null | cs.NI math.PR math.ST stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Internet, as a global system of interconnected networks, carries an
extensive array of information resources and services. Key requirements include
good quality-of-service and protection of the infrastructure from nefarious
activity (e.g. distributed denial of service--DDoS--attacks). Network
monitoring is essent... | [
{
"created": "Tue, 1 Sep 2015 13:00:10 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Jan 2016 13:32:51 GMT",
"version": "v2"
}
] | 2016-08-02 | [
[
"Kallitsis",
"Michael",
""
],
[
"Stoev",
"Stilian",
""
],
[
"Bhattacharya",
"Shrijita",
""
],
[
"Michailidis",
"George",
""
]
] | The Internet, as a global system of interconnected networks, carries an extensive array of information resources and services. Key requirements include good quality-of-service and protection of the infrastructure from nefarious activity (e.g. distributed denial of service--DDoS--attacks). Network monitoring is essentia... |
1404.0846 | EPTCS | Fenglin Han, Jan Olaf Blech, Peter Herrmann, Heinz Schmidt | Towards Verifying Safety Properties of Real-Time Probabilistic Systems | In Proceedings FESCA 2014, arXiv:1404.0436 | EPTCS 147, 2014, pp. 1-15 | 10.4204/EPTCS.147.1 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Using probabilities in the formal-methods-based development of
safety-critical software has quickened interests in academia and industry. We
address this area by our model-driven engineering method for reactive systems
SPACE and its tool-set Reactive Blocks that provide an extension to support the
modeling and verifi... | [
{
"created": "Thu, 3 Apr 2014 10:43:37 GMT",
"version": "v1"
}
] | 2014-04-04 | [
[
"Han",
"Fenglin",
""
],
[
"Blech",
"Jan Olaf",
""
],
[
"Herrmann",
"Peter",
""
],
[
"Schmidt",
"Heinz",
""
]
] | Using probabilities in the formal-methods-based development of safety-critical software has quickened interests in academia and industry. We address this area by our model-driven engineering method for reactive systems SPACE and its tool-set Reactive Blocks that provide an extension to support the modeling and verifica... |
1709.02291 | Monika Doerfler | Monika Doerfler, Thomas Grill, Roswitha Bammer, Arthur Flexer | Basic Filters for Convolutional Neural Networks Applied to Music:
Training or Design? | Completely revised version; 21 pages, 4 figures | null | null | null | cs.LG cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | When convolutional neural networks are used to tackle learning problems based
on music or, more generally, time series data, raw one-dimensional data are
commonly pre-processed to obtain spectrogram or mel-spectrogram coefficients,
which are then used as input to the actual neural network. In this
contribution, we in... | [
{
"created": "Thu, 7 Sep 2017 14:51:37 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Dec 2017 11:25:18 GMT",
"version": "v2"
},
{
"created": "Wed, 19 Sep 2018 14:30:19 GMT",
"version": "v3"
}
] | 2018-09-20 | [
[
"Doerfler",
"Monika",
""
],
[
"Grill",
"Thomas",
""
],
[
"Bammer",
"Roswitha",
""
],
[
"Flexer",
"Arthur",
""
]
] | When convolutional neural networks are used to tackle learning problems based on music or, more generally, time series data, raw one-dimensional data are commonly pre-processed to obtain spectrogram or mel-spectrogram coefficients, which are then used as input to the actual neural network. In this contribution, we inve... |
2007.15176 | Sujoy Paul | Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury,
Manmohan Chandraker | Domain Adaptive Semantic Segmentation Using Weak Labels | ECCV 2020 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning semantic segmentation models requires a huge amount of pixel-wise
labeling. However, labeled data may only be available abundantly in a domain
different from the desired target domain, which only has minimal or no
annotations. In this work, we propose a novel framework for domain adaptation
in semantic segme... | [
{
"created": "Thu, 30 Jul 2020 01:33:57 GMT",
"version": "v1"
},
{
"created": "Wed, 12 Aug 2020 10:05:48 GMT",
"version": "v2"
}
] | 2020-08-13 | [
[
"Paul",
"Sujoy",
""
],
[
"Tsai",
"Yi-Hsuan",
""
],
[
"Schulter",
"Samuel",
""
],
[
"Roy-Chowdhury",
"Amit K.",
""
],
[
"Chandraker",
"Manmohan",
""
]
] | Learning semantic segmentation models requires a huge amount of pixel-wise labeling. However, labeled data may only be available abundantly in a domain different from the desired target domain, which only has minimal or no annotations. In this work, we propose a novel framework for domain adaptation in semantic segment... |
1806.04765 | Adon Phillips | Adon Phillips, Iris Teo, Jochen Lang | Fully Convolutional Network for Melanoma Diagnostics | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work seeks to determine how modern machine learning techniques may be
applied to the previously unexplored topic of melanoma diagnostics using
digital pathology. We curated a new dataset of 50 patient cases of cutaneous
melanoma using digital pathology. We provide gold standard annotations for
three tissue types... | [
{
"created": "Tue, 12 Jun 2018 20:53:55 GMT",
"version": "v1"
}
] | 2018-06-14 | [
[
"Phillips",
"Adon",
""
],
[
"Teo",
"Iris",
""
],
[
"Lang",
"Jochen",
""
]
] | This work seeks to determine how modern machine learning techniques may be applied to the previously unexplored topic of melanoma diagnostics using digital pathology. We curated a new dataset of 50 patient cases of cutaneous melanoma using digital pathology. We provide gold standard annotations for three tissue types (... |
2402.02401 | Jincao Yao | Jincao Yao (1 and 2 and 3 and 4 and 5 and 6), Yunpeng Wang (7), Zhikai
Lei (8), Kai Wang (9), Xiaoxian Li (10) Jianhua Zhou (10), Xiang Hao (7),
Jiafei Shen (1 and 2), Zhenping Wang (9), Rongrong Ru (11), Yaqing Chen (11),
Yahan Zhou (6), Chen Chen (1 and 2), Yanming Zhang (12 and 13), Ping Liang
(14), Dong Xu ... | AI-Generated Content Enhanced Computer-Aided Diagnosis Model for Thyroid
Nodules: A ChatGPT-Style Assistant | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An artificial intelligence-generated content-enhanced computer-aided
diagnosis (AIGC-CAD) model, designated as ThyGPT, has been developed. This
model, inspired by the architecture of ChatGPT, could assist radiologists in
assessing the risk of thyroid nodules through semantic-level human-machine
interaction. A dataset... | [
{
"created": "Sun, 4 Feb 2024 08:24:13 GMT",
"version": "v1"
}
] | 2024-02-07 | [
[
"Yao",
"Jincao",
"",
"1 and 2 and 3 and 4 and 5 and 6"
],
[
"Wang",
"Yunpeng",
"",
"1 and 2"
],
[
"Lei",
"Zhikai",
"",
"1 and 2"
],
[
"Wang",
"Kai",
"",
"1 and 2"
],
[
"Li",
"Xiaoxian",
"",
"1 and 2"
],
[
"Zhou... | An artificial intelligence-generated content-enhanced computer-aided diagnosis (AIGC-CAD) model, designated as ThyGPT, has been developed. This model, inspired by the architecture of ChatGPT, could assist radiologists in assessing the risk of thyroid nodules through semantic-level human-machine interaction. A dataset c... |
2212.02758 | Yutong Dai | Yutong Dai, Zeyuan Chen, Junnan Li, Shelby Heinecke, Lichao Sun, Ran
Xu | Tackling Data Heterogeneity in Federated Learning with Class Prototypes | Accepted for presentation at AAAI 2023. This is a technical report
version that contains an appendix with additional details about experiments
and proofs for technical results. Grant information is also added | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Data heterogeneity across clients in federated learning (FL) settings is a
widely acknowledged challenge. In response, personalized federated learning
(PFL) emerged as a framework to curate local models for clients' tasks. In PFL,
a common strategy is to develop local and global models jointly - the global
model (for... | [
{
"created": "Tue, 6 Dec 2022 05:15:38 GMT",
"version": "v1"
},
{
"created": "Tue, 26 Dec 2023 04:56:33 GMT",
"version": "v2"
}
] | 2023-12-27 | [
[
"Dai",
"Yutong",
""
],
[
"Chen",
"Zeyuan",
""
],
[
"Li",
"Junnan",
""
],
[
"Heinecke",
"Shelby",
""
],
[
"Sun",
"Lichao",
""
],
[
"Xu",
"Ran",
""
]
] | Data heterogeneity across clients in federated learning (FL) settings is a widely acknowledged challenge. In response, personalized federated learning (PFL) emerged as a framework to curate local models for clients' tasks. In PFL, a common strategy is to develop local and global models jointly - the global model (for g... |
2212.10818 | Yui Sudo | Yui Sudo, Muhammad Shakeel, Brian Yan, Jiatong Shi, Shinji Watanabe | 4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict
decoders | Accepted by INTERRSPEECH2023 | null | null | null | cs.SD cs.CL eess.AS | http://creativecommons.org/licenses/by/4.0/ | The network architecture of end-to-end (E2E) automatic speech recognition
(ASR) can be classified into several models, including connectionist temporal
classification (CTC), recurrent neural network transducer (RNN-T), attention
mechanism, and non-autoregressive mask-predict models. Since each of these
network archit... | [
{
"created": "Wed, 21 Dec 2022 07:15:59 GMT",
"version": "v1"
},
{
"created": "Mon, 29 May 2023 23:16:56 GMT",
"version": "v2"
}
] | 2023-05-31 | [
[
"Sudo",
"Yui",
""
],
[
"Shakeel",
"Muhammad",
""
],
[
"Yan",
"Brian",
""
],
[
"Shi",
"Jiatong",
""
],
[
"Watanabe",
"Shinji",
""
]
] | The network architecture of end-to-end (E2E) automatic speech recognition (ASR) can be classified into several models, including connectionist temporal classification (CTC), recurrent neural network transducer (RNN-T), attention mechanism, and non-autoregressive mask-predict models. Since each of these network architec... |
2306.05911 | Deng Yu | Deng Yu, Chufeng Xiao, Manfred Lau, and Hongbo Fu | Sketch2Stress: Sketching with Structural Stress Awareness | Accepted by IEEE Transactions on Visualization and Computer Graphics
(IEEE TVCG) | null | null | null | cs.CV cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the process of product design and digital fabrication, the structural
analysis of a designed prototype is a fundamental and essential step. However,
such a step is usually invisible or inaccessible to designers at the early
sketching phase. This limits the user's ability to consider a shape's physical
properties a... | [
{
"created": "Fri, 9 Jun 2023 14:05:41 GMT",
"version": "v1"
},
{
"created": "Mon, 11 Dec 2023 06:51:51 GMT",
"version": "v2"
}
] | 2023-12-12 | [
[
"Yu",
"Deng",
""
],
[
"Xiao",
"Chufeng",
""
],
[
"Lau",
"Manfred",
""
],
[
"Fu",
"Hongbo",
""
]
] | In the process of product design and digital fabrication, the structural analysis of a designed prototype is a fundamental and essential step. However, such a step is usually invisible or inaccessible to designers at the early sketching phase. This limits the user's ability to consider a shape's physical properties and... |
1505.03776 | David Garcia | Raquel Alvarez, David Garcia, Yamir Moreno and Frank Schweitzer | Sentiment cascades in the 15M movement | EPJ Data Science vol 4 (2015) (forthcoming) | null | null | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent grassroots movements have suggested that online social networks might
play a key role in their organization, as adherents have a fast, many-to-many,
communication channel to help coordinate their mobilization. The structure and
dynamics of the networks constructed from the digital traces of protesters have
bee... | [
{
"created": "Thu, 14 May 2015 16:08:11 GMT",
"version": "v1"
}
] | 2015-05-15 | [
[
"Alvarez",
"Raquel",
""
],
[
"Garcia",
"David",
""
],
[
"Moreno",
"Yamir",
""
],
[
"Schweitzer",
"Frank",
""
]
] | Recent grassroots movements have suggested that online social networks might play a key role in their organization, as adherents have a fast, many-to-many, communication channel to help coordinate their mobilization. The structure and dynamics of the networks constructed from the digital traces of protesters have been ... |
2306.00800 | Juan A. Rodriguez | Juan A Rodriguez, David Vazquez, Issam Laradji, Marco Pedersoli, Pau
Rodriguez | FigGen: Text to Scientific Figure Generation | Published at ICLR 2023 as a Tiny Paper | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | The generative modeling landscape has experienced tremendous growth in recent
years, particularly in generating natural images and art. Recent techniques
have shown impressive potential in creating complex visual compositions while
delivering impressive realism and quality. However, state-of-the-art methods
have been... | [
{
"created": "Thu, 1 Jun 2023 15:28:41 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Jun 2023 13:55:08 GMT",
"version": "v2"
},
{
"created": "Sun, 17 Dec 2023 08:24:37 GMT",
"version": "v3"
}
] | 2023-12-19 | [
[
"Rodriguez",
"Juan A",
""
],
[
"Vazquez",
"David",
""
],
[
"Laradji",
"Issam",
""
],
[
"Pedersoli",
"Marco",
""
],
[
"Rodriguez",
"Pau",
""
]
] | The generative modeling landscape has experienced tremendous growth in recent years, particularly in generating natural images and art. Recent techniques have shown impressive potential in creating complex visual compositions while delivering impressive realism and quality. However, state-of-the-art methods have been f... |
1908.10033 | Shantanu Sharma | Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini
Venkatasubramanian, Mamadou H. Diallo, Ardalan Amiri Sani | IoT Notary: Sensor Data Attestation in Smart Environment | Accepted in IEEE International Symposium on Network Computing and
Applications (NCA), 2019 | null | null | null | cs.CR cs.DB cs.DC cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Contemporary IoT environments, such as smart buildings, require end-users to
trust data-capturing rules published by the systems. There are several reasons
why such a trust is misplaced --- IoT systems may violate the rules
deliberately or IoT devices may transfer user data to a malicious third-party
due to cyberatta... | [
{
"created": "Tue, 27 Aug 2019 05:10:04 GMT",
"version": "v1"
}
] | 2019-08-28 | [
[
"Panwar",
"Nisha",
""
],
[
"Sharma",
"Shantanu",
""
],
[
"Wang",
"Guoxi",
""
],
[
"Mehrotra",
"Sharad",
""
],
[
"Venkatasubramanian",
"Nalini",
""
],
[
"Diallo",
"Mamadou H.",
""
],
[
"Sani",
"Ardalan Amiri",
... | Contemporary IoT environments, such as smart buildings, require end-users to trust data-capturing rules published by the systems. There are several reasons why such a trust is misplaced --- IoT systems may violate the rules deliberately or IoT devices may transfer user data to a malicious third-party due to cyberattack... |
1905.01833 | Yuqun Zhang | Mingyuan Wu, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang | Characterizing and Detecting CUDA Program Bugs | 12 pages, 8 figures | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While CUDA has become a major parallel computing platform and programming
model for general-purpose GPU computing, CUDA-induced bug patterns have not yet
been well explored. In this paper, we conduct the first empirical study to
reveal important categories of CUDA program bug patterns based on 319 bugs
identified wit... | [
{
"created": "Mon, 6 May 2019 06:12:58 GMT",
"version": "v1"
},
{
"created": "Sat, 11 May 2019 10:35:34 GMT",
"version": "v2"
},
{
"created": "Wed, 29 May 2019 11:35:23 GMT",
"version": "v3"
}
] | 2019-05-30 | [
[
"Wu",
"Mingyuan",
""
],
[
"Zhou",
"Husheng",
""
],
[
"Zhang",
"Lingming",
""
],
[
"Liu",
"Cong",
""
],
[
"Zhang",
"Yuqun",
""
]
] | While CUDA has become a major parallel computing platform and programming model for general-purpose GPU computing, CUDA-induced bug patterns have not yet been well explored. In this paper, we conduct the first empirical study to reveal important categories of CUDA program bug patterns based on 319 bugs identified withi... |
2111.11745 | Yan Wang | Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen, Yan Wang | Intriguing Findings of Frequency Selection for Image Deblurring | AAAI 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Blur was naturally analyzed in the frequency domain, by estimating the latent
sharp image and the blur kernel given a blurry image. Recent progress on image
deblurring always designs end-to-end architectures and aims at learning the
difference between blurry and sharp image pairs from pixel-level, which
inevitably ov... | [
{
"created": "Tue, 23 Nov 2021 09:40:40 GMT",
"version": "v1"
},
{
"created": "Tue, 29 Nov 2022 10:15:57 GMT",
"version": "v2"
}
] | 2022-11-30 | [
[
"Mao",
"Xintian",
""
],
[
"Liu",
"Yiming",
""
],
[
"Liu",
"Fengze",
""
],
[
"Li",
"Qingli",
""
],
[
"Shen",
"Wei",
""
],
[
"Wang",
"Yan",
""
]
] | Blur was naturally analyzed in the frequency domain, by estimating the latent sharp image and the blur kernel given a blurry image. Recent progress on image deblurring always designs end-to-end architectures and aims at learning the difference between blurry and sharp image pairs from pixel-level, which inevitably over... |
0705.1384 | Navin Kashyap | Navin Kashyap | Matroid Pathwidth and Code Trellis Complexity | Submitted to SIAM Journal on Discrete Mathematics; 18 pages, 6
figures | null | null | null | cs.DM cs.IT math.IT | null | We relate the notion of matroid pathwidth to the minimum trellis
state-complexity (which we term trellis-width) of a linear code, and to the
pathwidth of a graph. By reducing from the problem of computing the pathwidth
of a graph, we show that the problem of determining the pathwidth of a
representable matroid is NP-... | [
{
"created": "Thu, 10 May 2007 03:00:54 GMT",
"version": "v1"
}
] | 2007-07-13 | [
[
"Kashyap",
"Navin",
""
]
] | We relate the notion of matroid pathwidth to the minimum trellis state-complexity (which we term trellis-width) of a linear code, and to the pathwidth of a graph. By reducing from the problem of computing the pathwidth of a graph, we show that the problem of determining the pathwidth of a representable matroid is NP-ha... |
1803.07139 | No\'e Casas | Marta R. Costa-juss\`a, Noe Casas, Maite Melero | English-Catalan Neural Machine Translation in the Biomedical Domain
through the cascade approach | Full workshop proceedings can be found at
https://multilingualbio.bsc.es/wp-content/uploads/2018/03/LREC-2018-PROCEEDINGS-MultilingualBIO.pdf | Proceedings of workshop "MultilingualBIO: Multilingual Biomedical
Text Processing" of the 11th Edition of the Language Resources and Evaluation
Conference, 2018 | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes the methodology followed to build a neural machine
translation system in the biomedical domain for the English-Catalan language
pair. This task can be considered a low-resourced task from the point of view
of the domain and the language pair. To face this task, this paper reports
experiments on a... | [
{
"created": "Mon, 19 Mar 2018 19:48:48 GMT",
"version": "v1"
},
{
"created": "Thu, 26 Apr 2018 15:22:04 GMT",
"version": "v2"
}
] | 2018-04-27 | [
[
"Costa-jussà",
"Marta R.",
""
],
[
"Casas",
"Noe",
""
],
[
"Melero",
"Maite",
""
]
] | This paper describes the methodology followed to build a neural machine translation system in the biomedical domain for the English-Catalan language pair. This task can be considered a low-resourced task from the point of view of the domain and the language pair. To face this task, this paper reports experiments on a c... |
1509.07178 | Yu Wang | Yu Wang and Jianbo Yuan and Jiebo Luo | America Tweets China: A Fine-Grained Analysis of the State and
Individual Characteristics Regarding Attitudes towards China | 8 pages, 5 figures and 4 tables, IEEE BigData 2015 | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The U.S.-China relationship is arguably the most important bilateral
relationship in the 21st century. Typically it is measured through opinion
polls, for example, by Gallup and Pew Institute. In this paper, we propose a
new method to measure U.S.-China relations using data from Twitter, one of the
most popular socia... | [
{
"created": "Wed, 23 Sep 2015 23:11:46 GMT",
"version": "v1"
}
] | 2015-09-25 | [
[
"Wang",
"Yu",
""
],
[
"Yuan",
"Jianbo",
""
],
[
"Luo",
"Jiebo",
""
]
] | The U.S.-China relationship is arguably the most important bilateral relationship in the 21st century. Typically it is measured through opinion polls, for example, by Gallup and Pew Institute. In this paper, we propose a new method to measure U.S.-China relations using data from Twitter, one of the most popular social ... |
2407.10366 | Yitian Zhang | Yitian Zhang, Xu Ma, Yue Bai, Huan Wang, Yun Fu | Accessing Vision Foundation Models at ImageNet-level Costs | null | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vision foundation models are renowned for their generalization ability due to
massive training data. Nevertheless, they demand tremendous training resources,
and the training data is often inaccessible, e.g., CLIP, DINOv2, posing great
challenges to developing derivatives that could advance research in this field.
In... | [
{
"created": "Mon, 15 Jul 2024 00:13:53 GMT",
"version": "v1"
}
] | 2024-07-16 | [
[
"Zhang",
"Yitian",
""
],
[
"Ma",
"Xu",
""
],
[
"Bai",
"Yue",
""
],
[
"Wang",
"Huan",
""
],
[
"Fu",
"Yun",
""
]
] | Vision foundation models are renowned for their generalization ability due to massive training data. Nevertheless, they demand tremendous training resources, and the training data is often inaccessible, e.g., CLIP, DINOv2, posing great challenges to developing derivatives that could advance research in this field. In t... |
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