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
values | orig_abstract stringlengths 14 3.35k | versions listlengths 1 60 | update_date stringlengths 10 10 | authors_parsed listlengths 1 1.35k | abstract stringlengths 11 3.34k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1503.05882 | Qinqin Chen | Jiadi Chen, Qiang Zheng, Hang Long, Wenbo Wang | Divisible Load Scheduling in Mobile Grid based on Stackelberg Pricing
Game | 5 pages, 3 figures, conference | null | null | null | cs.DC cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, it has become feasible to use mobile nodes as contributing entities
in computing systems. In this paper, we consider a computational grid in which
the mobile devices can share their idle resources to realize parallel
processing. The overall computing task can be arbitrarily partitioned into
multiple subtask... | [
{
"created": "Wed, 18 Mar 2015 02:52:18 GMT",
"version": "v1"
}
] | 2015-03-20 | [
[
"Chen",
"Jiadi",
""
],
[
"Zheng",
"Qiang",
""
],
[
"Long",
"Hang",
""
],
[
"Wang",
"Wenbo",
""
]
] | Nowadays, it has become feasible to use mobile nodes as contributing entities in computing systems. In this paper, we consider a computational grid in which the mobile devices can share their idle resources to realize parallel processing. The overall computing task can be arbitrarily partitioned into multiple subtasks ... |
2203.02927 | Armin Moin | Armin Moin, Ukrit Wattanavaekin, Alexandra Lungu, Moharram Challenger,
Atta Badii, Stephan G\"unnemann | Enabling Automated Machine Learning for Model-Driven AI Engineering | Preliminary version | null | null | null | cs.SE cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Developing smart software services requires both Software Engineering and
Artificial Intelligence (AI) skills. AI practitioners, such as data scientists
often focus on the AI side, for example, creating and training Machine Learning
(ML) models given a specific use case and data. They are typically not
concerned with... | [
{
"created": "Sun, 6 Mar 2022 10:12:56 GMT",
"version": "v1"
}
] | 2022-03-08 | [
[
"Moin",
"Armin",
""
],
[
"Wattanavaekin",
"Ukrit",
""
],
[
"Lungu",
"Alexandra",
""
],
[
"Challenger",
"Moharram",
""
],
[
"Badii",
"Atta",
""
],
[
"Günnemann",
"Stephan",
""
]
] | Developing smart software services requires both Software Engineering and Artificial Intelligence (AI) skills. AI practitioners, such as data scientists often focus on the AI side, for example, creating and training Machine Learning (ML) models given a specific use case and data. They are typically not concerned with t... |
2111.04665 | Kumud Lakara | Kumud Lakara, Akshat Bhandari, Pratinav Seth and Ujjwal Verma | Evaluating Predictive Uncertainty and Robustness to Distributional Shift
Using Real World Data | 6 pages, 3 figures, 4 tables | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Most machine learning models operate under the assumption that the training,
testing and deployment data is independent and identically distributed
(i.i.d.). This assumption doesn't generally hold true in a natural setting.
Usually, the deployment data is subject to various types of distributional
shifts. The magnitu... | [
{
"created": "Mon, 8 Nov 2021 17:32:10 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Dec 2021 04:28:28 GMT",
"version": "v2"
}
] | 2021-12-14 | [
[
"Lakara",
"Kumud",
""
],
[
"Bhandari",
"Akshat",
""
],
[
"Seth",
"Pratinav",
""
],
[
"Verma",
"Ujjwal",
""
]
] | Most machine learning models operate under the assumption that the training, testing and deployment data is independent and identically distributed (i.i.d.). This assumption doesn't generally hold true in a natural setting. Usually, the deployment data is subject to various types of distributional shifts. The magnitude... |
2402.03163 | Adrian-Gabriel Chifu | Adrian-Gabriel Chifu and S\'ebastien Fournier | Linguistic features for sentence difficulty prediction in ABSA | null | null | null | null | cs.CL cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | One of the challenges of natural language understanding is to deal with the
subjectivity of sentences, which may express opinions and emotions that add
layers of complexity and nuance. Sentiment analysis is a field that aims to
extract and analyze these subjective elements from text, and it can be applied
at differen... | [
{
"created": "Mon, 5 Feb 2024 16:31:03 GMT",
"version": "v1"
}
] | 2024-02-06 | [
[
"Chifu",
"Adrian-Gabriel",
""
],
[
"Fournier",
"Sébastien",
""
]
] | One of the challenges of natural language understanding is to deal with the subjectivity of sentences, which may express opinions and emotions that add layers of complexity and nuance. Sentiment analysis is a field that aims to extract and analyze these subjective elements from text, and it can be applied at different ... |
2006.05600 | Thomas Hujsa | Thomas Hujsa, Bernard Berthomieu, Silvano Dal Zilio, Didier Le Botlan | Checking marking reachability with the state equation in Petri net
subclasses | 44 pages | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although decidable, the marking reachability problem for Petri nets is
well-known to be intractable in general, and a non-elementary lower bound has
been recently uncovered. In order to alleviate this difficulty, various
structural and behavioral restrictions have been considered, allowing to relate
reachability to p... | [
{
"created": "Wed, 10 Jun 2020 01:26:18 GMT",
"version": "v1"
}
] | 2020-06-11 | [
[
"Hujsa",
"Thomas",
""
],
[
"Berthomieu",
"Bernard",
""
],
[
"Zilio",
"Silvano Dal",
""
],
[
"Botlan",
"Didier Le",
""
]
] | Although decidable, the marking reachability problem for Petri nets is well-known to be intractable in general, and a non-elementary lower bound has been recently uncovered. In order to alleviate this difficulty, various structural and behavioral restrictions have been considered, allowing to relate reachability to pro... |
2208.01317 | Tim Puhlf\"ur{\ss} | Tim Puhlf\"ur{\ss}, Lloyd Montgomery, Walid Maalej | An Exploratory Study of Documentation Strategies for Product Features in
Popular GitHub Projects | Accepted for the New Ideas and Emerging Results (NIER) track of the
38th IEEE International Conference on Software Maintenance and Evolution
(ICSME) | null | 10.1109/ICSME55016.2022.00043 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | [Background] In large open-source software projects, development knowledge is
often fragmented across multiple artefacts and contributors such that
individual stakeholders are generally unaware of the full breadth of the
product features. However, users want to know what the software is capable of,
while contributors... | [
{
"created": "Tue, 2 Aug 2022 08:58:40 GMT",
"version": "v1"
}
] | 2024-08-05 | [
[
"Puhlfürß",
"Tim",
""
],
[
"Montgomery",
"Lloyd",
""
],
[
"Maalej",
"Walid",
""
]
] | [Background] In large open-source software projects, development knowledge is often fragmented across multiple artefacts and contributors such that individual stakeholders are generally unaware of the full breadth of the product features. However, users want to know what the software is capable of, while contributors n... |
2011.13604 | Carole Adam | Elise Beck, Julie Dugdale, Carole Adam, Christelle Ga\"idatzis, Julius
Ba\~ngate | A methodology for co-constructing an interdisciplinary model: from model
to survey, from survey to model | 19 pages | null | null | null | cs.CY cs.AI cs.MA | http://creativecommons.org/licenses/by/4.0/ | How should computer science and social science collaborate to build a common
model? How should they proceed to gather data that is really useful to the
modelling? How can they design a survey that is tailored to the target model?
This paper aims to answer those crucial questions in the framework of a
multidisciplinar... | [
{
"created": "Fri, 27 Nov 2020 08:41:47 GMT",
"version": "v1"
}
] | 2020-11-30 | [
[
"Beck",
"Elise",
""
],
[
"Dugdale",
"Julie",
""
],
[
"Adam",
"Carole",
""
],
[
"Gaïdatzis",
"Christelle",
""
],
[
"Bañgate",
"Julius",
""
]
] | How should computer science and social science collaborate to build a common model? How should they proceed to gather data that is really useful to the modelling? How can they design a survey that is tailored to the target model? This paper aims to answer those crucial questions in the framework of a multidisciplinary ... |
2403.18830 | Philipp Matthes | Daniel Jeschor, Philipp Matthes, Thomas Springer, Sebastian Pape, Sven
Fr\"ohlich | Cloudy with a Chance of Green: Measuring the Predictability of 18,009
Traffic Lights in Hamburg | Accepted for publication at IEEE IV 2024 | null | 10.1109/IV55156.2024.10588724 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Informing drivers about the predicted state of upcoming traffic lights is
considered a key solution to reduce unneeded energy expenditure and dilemma
zones at intersections. However, newer traffic lights can react to traffic
demand, resulting in spontaneous switching behavior and poor predictability. To
assess whethe... | [
{
"created": "Thu, 1 Feb 2024 15:58:30 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Apr 2024 08:48:46 GMT",
"version": "v2"
}
] | 2024-07-24 | [
[
"Jeschor",
"Daniel",
""
],
[
"Matthes",
"Philipp",
""
],
[
"Springer",
"Thomas",
""
],
[
"Pape",
"Sebastian",
""
],
[
"Fröhlich",
"Sven",
""
]
] | Informing drivers about the predicted state of upcoming traffic lights is considered a key solution to reduce unneeded energy expenditure and dilemma zones at intersections. However, newer traffic lights can react to traffic demand, resulting in spontaneous switching behavior and poor predictability. To assess whether ... |
1410.1895 | Lutz Bornmann Dr. | Lutz Bornmann | Measuring impact in research evaluations: A thorough discussion of
methods for, effects of, and problems with impact measurements | Accepted for publication in Higher Education | null | null | null | cs.DL physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Impact of science is one of the most important topics in scientometrics.
Recent developments show a fundamental change in impact measurements from
impact on science to impact on society. Since impact measurement is currently
in a state of far reaching changes, this paper describes recent developments
and facing probl... | [
{
"created": "Mon, 6 Oct 2014 06:31:36 GMT",
"version": "v1"
},
{
"created": "Thu, 25 Jun 2015 13:58:51 GMT",
"version": "v2"
},
{
"created": "Wed, 17 Feb 2016 07:44:18 GMT",
"version": "v3"
}
] | 2016-02-18 | [
[
"Bornmann",
"Lutz",
""
]
] | Impact of science is one of the most important topics in scientometrics. Recent developments show a fundamental change in impact measurements from impact on science to impact on society. Since impact measurement is currently in a state of far reaching changes, this paper describes recent developments and facing problem... |
0710.4660 | EDA Publishing Association | W.-L. Hung, Y. Xie, N. Vijaykrishnan, M. Kandemir, M. J. Irwin | Thermal-Aware Task Allocation and Scheduling for Embedded Systems | Submitted on behalf of EDAA (http://www.edaa.com/) | Dans Design, Automation and Test in Europe - DATE'05, Munich :
Allemagne (2005) | null | null | cs.AR | null | Temperature affects not only the reliability but also the performance, power,
and cost of the embedded system. This paper proposes a thermal-aware task
allocation and scheduling algorithm for embedded systems. The algorithm is used
as a sub-routine for hardware/software co-synthesis to reduce the peak
temperature and... | [
{
"created": "Thu, 25 Oct 2007 08:36:55 GMT",
"version": "v1"
}
] | 2011-11-09 | [
[
"Hung",
"W. -L.",
""
],
[
"Xie",
"Y.",
""
],
[
"Vijaykrishnan",
"N.",
""
],
[
"Kandemir",
"M.",
""
],
[
"Irwin",
"M. J.",
""
]
] | Temperature affects not only the reliability but also the performance, power, and cost of the embedded system. This paper proposes a thermal-aware task allocation and scheduling algorithm for embedded systems. The algorithm is used as a sub-routine for hardware/software co-synthesis to reduce the peak temperature and a... |
1911.03637 | Prasanth G.Narasimha-Shenoi | Prasanth G. Narasimha-Shenoi and Bijo S Anand and Mary Shalet T J | Boundary-type Sets of Strong Product of Directed Graphs | null | null | null | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $D=(V,E)$ be a strongly connected digraph and let $u ,v\in V(D)$. The
maximum distance $md (u,v)$ is defined as\\
$md(u,v)$=max\{$\overrightarrow{d}(u,v), \overrightarrow{d}(v,u)$\} where
$\overrightarrow{d}(u,v)$ denote the length of a shortest directed $u-v$ path
in $D$. This is a metric. The boundary, contour,... | [
{
"created": "Sat, 9 Nov 2019 07:52:53 GMT",
"version": "v1"
}
] | 2019-11-12 | [
[
"Narasimha-Shenoi",
"Prasanth G.",
""
],
[
"Anand",
"Bijo S",
""
],
[
"J",
"Mary Shalet T",
""
]
] | Let $D=(V,E)$ be a strongly connected digraph and let $u ,v\in V(D)$. The maximum distance $md (u,v)$ is defined as\\ $md(u,v)$=max\{$\overrightarrow{d}(u,v), \overrightarrow{d}(v,u)$\} where $\overrightarrow{d}(u,v)$ denote the length of a shortest directed $u-v$ path in $D$. This is a metric. The boundary, contour, e... |
2007.00801 | Senthil Yogamani | Arindam Das, Pavel Krizek, Ganesh Sistu, Fabian Burger, Sankaralingam
Madasamy, Michal Uricar, Varun Ravi Kumar, Senthil Yogamani | TiledSoilingNet: Tile-level Soiling Detection on Automotive
Surround-view Cameras Using Coverage Metric | Accepted for Oral Presentation at IEEE Intelligent Transportation
Systems Conference (ITSC) 2020 | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automotive cameras, particularly surround-view cameras, tend to get soiled by
mud, water, snow, etc. For higher levels of autonomous driving, it is necessary
to have a soiling detection algorithm which will trigger an automatic cleaning
system. Localized detection of soiling in an image is necessary to control the
cl... | [
{
"created": "Wed, 1 Jul 2020 23:00:47 GMT",
"version": "v1"
}
] | 2020-07-03 | [
[
"Das",
"Arindam",
""
],
[
"Krizek",
"Pavel",
""
],
[
"Sistu",
"Ganesh",
""
],
[
"Burger",
"Fabian",
""
],
[
"Madasamy",
"Sankaralingam",
""
],
[
"Uricar",
"Michal",
""
],
[
"Kumar",
"Varun Ravi",
""
],
... | Automotive cameras, particularly surround-view cameras, tend to get soiled by mud, water, snow, etc. For higher levels of autonomous driving, it is necessary to have a soiling detection algorithm which will trigger an automatic cleaning system. Localized detection of soiling in an image is necessary to control the clea... |
1904.06128 | Zhanna Sarsenbayeva | Zhanna Sarsenbayeva, Vassilis Kostakos, Jorge Goncalves | Situationally-Induced Impairments and Disabilities Research | Presented at the CHI'19 Workshop: Addressing the Challenges of
Situationally-Induced Impairments and Disabilities in Mobile Interaction,
2019 (arXiv:1904.05382) | null | null | SIID/2019/no07 | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Research has shown that various environmental factors impact smartphone
interaction and lead to Situationally-Induced Impairments and Disabilities. In
this work we discuss the importance of thoroughly understanding the effects of
these situational impairments on smartphone interaction. We argue that
systematic invest... | [
{
"created": "Fri, 12 Apr 2019 09:41:33 GMT",
"version": "v1"
}
] | 2019-04-15 | [
[
"Sarsenbayeva",
"Zhanna",
""
],
[
"Kostakos",
"Vassilis",
""
],
[
"Goncalves",
"Jorge",
""
]
] | Research has shown that various environmental factors impact smartphone interaction and lead to Situationally-Induced Impairments and Disabilities. In this work we discuss the importance of thoroughly understanding the effects of these situational impairments on smartphone interaction. We argue that systematic investig... |
2104.12668 | Yihua Cheng | Yihua Cheng, Haofei Wang, Yiwei Bao and Feng Lu | Appearance-based Gaze Estimation With Deep Learning: A Review and
Benchmark | Accepted by TPAMI | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human gaze provides valuable information on human focus and intentions,
making it a crucial area of research. Recently, deep learning has
revolutionized appearance-based gaze estimation. However, due to the unique
features of gaze estimation research, such as the unfair comparison between 2D
gaze positions and 3D gaz... | [
{
"created": "Mon, 26 Apr 2021 15:53:03 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Apr 2024 16:17:13 GMT",
"version": "v2"
}
] | 2024-04-25 | [
[
"Cheng",
"Yihua",
""
],
[
"Wang",
"Haofei",
""
],
[
"Bao",
"Yiwei",
""
],
[
"Lu",
"Feng",
""
]
] | Human gaze provides valuable information on human focus and intentions, making it a crucial area of research. Recently, deep learning has revolutionized appearance-based gaze estimation. However, due to the unique features of gaze estimation research, such as the unfair comparison between 2D gaze positions and 3D gaze ... |
1902.01618 | Enrico Terzi | Luca Bugliari Armenio, Enrico Terzi, Marcello Farina and Riccardo
Scattolini | Echo State Networks: analysis, training and predictive control | 6 pages,5 figures, submitted to European Control Conference (ECC) | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of this paper is to investigate the theoretical properties, the
training algorithm, and the predictive control applications of Echo State
Networks (ESNs), a particular kind of Recurrent Neural Networks. First, a
condition guaranteeing incremetal global asymptotic stability is devised. Then,
a modified traini... | [
{
"created": "Tue, 5 Feb 2019 09:58:08 GMT",
"version": "v1"
}
] | 2019-02-06 | [
[
"Armenio",
"Luca Bugliari",
""
],
[
"Terzi",
"Enrico",
""
],
[
"Farina",
"Marcello",
""
],
[
"Scattolini",
"Riccardo",
""
]
] | The goal of this paper is to investigate the theoretical properties, the training algorithm, and the predictive control applications of Echo State Networks (ESNs), a particular kind of Recurrent Neural Networks. First, a condition guaranteeing incremetal global asymptotic stability is devised. Then, a modified training... |
2109.08755 | Olivier Buffet | Yang You, Vincent Thomas, Francis Colas and Olivier Buffet | Solving infinite-horizon Dec-POMDPs using Finite State Controllers
within JESP | Extended version of ICTAI 2021 paper | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper looks at solving collaborative planning problems formalized as
Decentralized POMDPs (Dec-POMDPs) by searching for Nash equilibria, i.e.,
situations where each agent's policy is a best response to the other agents'
(fixed) policies. While the Joint Equilibrium-based Search for Policies (JESP)
algorithm does... | [
{
"created": "Fri, 17 Sep 2021 20:27:51 GMT",
"version": "v1"
}
] | 2021-09-21 | [
[
"You",
"Yang",
""
],
[
"Thomas",
"Vincent",
""
],
[
"Colas",
"Francis",
""
],
[
"Buffet",
"Olivier",
""
]
] | This paper looks at solving collaborative planning problems formalized as Decentralized POMDPs (Dec-POMDPs) by searching for Nash equilibria, i.e., situations where each agent's policy is a best response to the other agents' (fixed) policies. While the Joint Equilibrium-based Search for Policies (JESP) algorithm does t... |
1911.08271 | Neeraj Bhanot Dr | Neeraj Bhanot, Harwinder Singh, Divyansu Sharma, Harshit Jain,
Shreyansh Jain | Python vs. R: A Text Mining Approach for analyzing the Research Trends
in Scopus Database | This study aims to help researchers by developing a Python based
algorithm to analyse research trends using Scopus Database considering large
amount of information in different domains as it will help the beginners to
get fair enough idea of research being carried out in their fields of
interest. A comparison w... | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the contemporary world, with the incubation of advanced technologies and
tremendous outbursts of research works, analyzing big data to incorporate
research strategies becomes more helpful using the tools and techniques
presented in the current research scenario. This paper indeed tries to tackle
the most prominent... | [
{
"created": "Sun, 10 Nov 2019 13:53:20 GMT",
"version": "v1"
}
] | 2019-11-20 | [
[
"Bhanot",
"Neeraj",
""
],
[
"Singh",
"Harwinder",
""
],
[
"Sharma",
"Divyansu",
""
],
[
"Jain",
"Harshit",
""
],
[
"Jain",
"Shreyansh",
""
]
] | In the contemporary world, with the incubation of advanced technologies and tremendous outbursts of research works, analyzing big data to incorporate research strategies becomes more helpful using the tools and techniques presented in the current research scenario. This paper indeed tries to tackle the most prominent c... |
1510.01714 | Jean Creusefond | Jean Creusefond, and Thomas Largillier, and Sylvain Peyronnet | On the evaluation potential of quality functions in community detection
for different contexts | 14 pages, 11 tables, Advances in Network Science: 12th International
Conference and School, NetSci-X 2016, Wroclaw, Poland, January 11-13, 2016 | null | 10.1007/978-3-319-28361-6_9 | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to nowadays networks' sizes, the evaluation of a community detection
algorithm can only be done using quality functions. These functions measure
different networks/graphs structural properties, each of them corresponding to
a different definition of a community. Since there exists many definitions for
a community... | [
{
"created": "Tue, 6 Oct 2015 19:31:57 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Jan 2016 10:13:00 GMT",
"version": "v2"
}
] | 2016-01-28 | [
[
"Creusefond",
"Jean",
""
],
[
"Largillier",
"Thomas",
""
],
[
"Peyronnet",
"Sylvain",
""
]
] | Due to nowadays networks' sizes, the evaluation of a community detection algorithm can only be done using quality functions. These functions measure different networks/graphs structural properties, each of them corresponding to a different definition of a community. Since there exists many definitions for a community, ... |
1401.5234 | Elodie Leducq | Elodie Leducq | On the third weight of generalized Reed-Muller codes | null | null | null | null | cs.IT math.IT math.NT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the third weight of generalized Reed-Muller codes. We
prove under some restrictive condition that the third weight of generalized
Reed-Muller codes depends on the third weight of generalized Reed-Muller codes
of small order with two variables. In some cases, we are able to determine the
third ... | [
{
"created": "Tue, 21 Jan 2014 09:38:33 GMT",
"version": "v1"
}
] | 2014-01-22 | [
[
"Leducq",
"Elodie",
""
]
] | In this paper, we study the third weight of generalized Reed-Muller codes. We prove under some restrictive condition that the third weight of generalized Reed-Muller codes depends on the third weight of generalized Reed-Muller codes of small order with two variables. In some cases, we are able to determine the third we... |
2301.01193 | Gustavo Candela | Rafael C. Carrasco and Gustavo Candela and Manuel Marco-Such | Measuring the diversity of data and metadata in digital libraries | 11 pages, 7 figures | null | null | null | cs.DL | http://creativecommons.org/licenses/by/4.0/ | Diversity indices have been traditionally used to capture the biodiversity of
ecosystems by measuring the effective number of species or groups of species.
In contrast to abundance, which is correlated with the amount of data
available, diversity indices provide a more robust indicator on the variability
of individua... | [
{
"created": "Tue, 3 Jan 2023 16:49:31 GMT",
"version": "v1"
}
] | 2023-01-04 | [
[
"Carrasco",
"Rafael C.",
""
],
[
"Candela",
"Gustavo",
""
],
[
"Marco-Such",
"Manuel",
""
]
] | Diversity indices have been traditionally used to capture the biodiversity of ecosystems by measuring the effective number of species or groups of species. In contrast to abundance, which is correlated with the amount of data available, diversity indices provide a more robust indicator on the variability of individuals... |
2104.08850 | Kemal Tugrul Yesilbek | Kemal Tugrul Yesilbek, T. Metin Sezgin | On Training Sketch Recognizers for New Domains | Accepted for The 1st Workshop on Sketch-Oriented Deep Learning
(SketchDL) @ CVPR 2021 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sketch recognition algorithms are engineered and evaluated using publicly
available datasets contributed by the sketch recognition community over the
years. While existing datasets contain sketches of a limited set of generic
objects, each new domain inevitably requires collecting new data for training
domain specifi... | [
{
"created": "Sun, 18 Apr 2021 13:24:49 GMT",
"version": "v1"
}
] | 2021-04-20 | [
[
"Yesilbek",
"Kemal Tugrul",
""
],
[
"Sezgin",
"T. Metin",
""
]
] | Sketch recognition algorithms are engineered and evaluated using publicly available datasets contributed by the sketch recognition community over the years. While existing datasets contain sketches of a limited set of generic objects, each new domain inevitably requires collecting new data for training domain specific ... |
1707.04245 | Chris Fawcett | Chris Fawcett, Lars Kotthoff, Holger H. Hoos | Hot-Rodding the Browser Engine: Automatic Configuration of JavaScript
Compilers | 11 pages, long version of a poster presented at CGO 2016 | null | null | null | cs.PL cs.AI cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern software systems in many application areas offer to the user a
multitude of parameters, switches and other customisation hooks. Humans tend to
have difficulties determining the best configurations for particular
applications. Modern optimising compilers are an example of such software
systems; their many param... | [
{
"created": "Tue, 11 Jul 2017 23:31:23 GMT",
"version": "v1"
}
] | 2017-07-14 | [
[
"Fawcett",
"Chris",
""
],
[
"Kotthoff",
"Lars",
""
],
[
"Hoos",
"Holger H.",
""
]
] | Modern software systems in many application areas offer to the user a multitude of parameters, switches and other customisation hooks. Humans tend to have difficulties determining the best configurations for particular applications. Modern optimising compilers are an example of such software systems; their many paramet... |
1910.13291 | Ekaterina Artemova | Dmitry Popov and Alexander Pugachev and Polina Svyatokum and Elizaveta
Svitanko and Ekaterina Artemova | Sentence Embeddings for Russian NLU | to appear in AIST2019 | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | We investigate the performance of sentence embeddings models on several tasks
for the Russian language. In our comparison, we include such tasks as multiple
choice question answering, next sentence prediction, and paraphrase
identification. We employ FastText embeddings as a baseline and compare it to
ELMo and BERT e... | [
{
"created": "Tue, 29 Oct 2019 14:28:34 GMT",
"version": "v1"
}
] | 2019-10-30 | [
[
"Popov",
"Dmitry",
""
],
[
"Pugachev",
"Alexander",
""
],
[
"Svyatokum",
"Polina",
""
],
[
"Svitanko",
"Elizaveta",
""
],
[
"Artemova",
"Ekaterina",
""
]
] | We investigate the performance of sentence embeddings models on several tasks for the Russian language. In our comparison, we include such tasks as multiple choice question answering, next sentence prediction, and paraphrase identification. We employ FastText embeddings as a baseline and compare it to ELMo and BERT emb... |
2305.12452 | Yixuan Wu | Yixuan Wu, Zhao Zhang, Xie Chi, Feng Zhu, Rui Zhao | Advancing Referring Expression Segmentation Beyond Single Image | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Referring Expression Segmentation (RES) is a widely explored multi-modal
task, which endeavors to segment the pre-existing object within a single image
with a given linguistic expression. However, in broader real-world scenarios,
it is not always possible to determine if the described object exists in a
specific imag... | [
{
"created": "Sun, 21 May 2023 13:14:28 GMT",
"version": "v1"
}
] | 2023-05-23 | [
[
"Wu",
"Yixuan",
""
],
[
"Zhang",
"Zhao",
""
],
[
"Chi",
"Xie",
""
],
[
"Zhu",
"Feng",
""
],
[
"Zhao",
"Rui",
""
]
] | Referring Expression Segmentation (RES) is a widely explored multi-modal task, which endeavors to segment the pre-existing object within a single image with a given linguistic expression. However, in broader real-world scenarios, it is not always possible to determine if the described object exists in a specific image.... |
2305.00450 | Huachuan Qiu | Huachuan Qiu, Hongliang He, Shuai Zhang, Anqi Li, Zhenzhong Lan | SMILE: Single-turn to Multi-turn Inclusive Language Expansion via
ChatGPT for Mental Health Support | 22 pages | null | null | null | cs.CL cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Developing specialized dialogue systems for mental health support requires
multi-turn conversation data, which has recently garnered increasing attention.
However, gathering and releasing large-scale and real-life multi-turn
conversations to facilitate advancements in mental health presents challenges
due to data pri... | [
{
"created": "Sun, 30 Apr 2023 11:26:10 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Feb 2024 10:21:56 GMT",
"version": "v2"
}
] | 2024-02-23 | [
[
"Qiu",
"Huachuan",
""
],
[
"He",
"Hongliang",
""
],
[
"Zhang",
"Shuai",
""
],
[
"Li",
"Anqi",
""
],
[
"Lan",
"Zhenzhong",
""
]
] | Developing specialized dialogue systems for mental health support requires multi-turn conversation data, which has recently garnered increasing attention. However, gathering and releasing large-scale and real-life multi-turn conversations to facilitate advancements in mental health presents challenges due to data priva... |
1910.11292 | Nadav Oved | Nadav Oved, Amir Feder, Roi Reichart | Predicting In-game Actions from Interviews of NBA Players | First two authors contributed equally. To be published in the
Computational Linguistics journal. Code is available at:
https://github.com/nadavo/mood | null | null | null | cs.CL cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sports competitions are widely researched in computer and social science,
with the goal of understanding how players act under uncertainty. While there
is an abundance of computational work on player metrics prediction based on
past performance, very few attempts to incorporate out-of-game signals have
been made. Spe... | [
{
"created": "Thu, 24 Oct 2019 17:10:34 GMT",
"version": "v1"
},
{
"created": "Fri, 25 Oct 2019 01:29:32 GMT",
"version": "v2"
},
{
"created": "Wed, 1 Jul 2020 17:46:33 GMT",
"version": "v3"
}
] | 2020-07-02 | [
[
"Oved",
"Nadav",
""
],
[
"Feder",
"Amir",
""
],
[
"Reichart",
"Roi",
""
]
] | Sports competitions are widely researched in computer and social science, with the goal of understanding how players act under uncertainty. While there is an abundance of computational work on player metrics prediction based on past performance, very few attempts to incorporate out-of-game signals have been made. Speci... |
2112.01035 | Shikun Feng | Weibin Li, Mingkai He, Zhengjie Huang, Xianming Wang, Shikun Feng,
Weiyue Su, Yu Sun | Graph4Rec: A Universal Toolkit with Graph Neural Networks for
Recommender Systems | 8 pages, 4 figures | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | In recent years, owing to the outstanding performance in graph representation
learning, graph neural network (GNN) techniques have gained considerable
interests in many real-world scenarios, such as recommender systems and social
networks. In recommender systems, the main challenge is to learn the effective
user/item... | [
{
"created": "Thu, 2 Dec 2021 07:56:13 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Dec 2021 09:37:52 GMT",
"version": "v2"
}
] | 2021-12-09 | [
[
"Li",
"Weibin",
""
],
[
"He",
"Mingkai",
""
],
[
"Huang",
"Zhengjie",
""
],
[
"Wang",
"Xianming",
""
],
[
"Feng",
"Shikun",
""
],
[
"Su",
"Weiyue",
""
],
[
"Sun",
"Yu",
""
]
] | In recent years, owing to the outstanding performance in graph representation learning, graph neural network (GNN) techniques have gained considerable interests in many real-world scenarios, such as recommender systems and social networks. In recommender systems, the main challenge is to learn the effective user/item r... |
2204.00861 | Jia Chen | Jia Chen, Di Wu, and Xin Luo | A Differential Evolution-Enhanced Latent Factor Analysis Model for
High-dimensional and Sparse Data | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | High-dimensional and sparse (HiDS) matrices are frequently adopted to
describe the complex relationships in various big data-related systems and
applications. A Position-transitional Latent Factor Analysis (PLFA) model can
accurately and efficiently represent an HiDS matrix. However, its involved
latent factors are o... | [
{
"created": "Sat, 2 Apr 2022 13:41:19 GMT",
"version": "v1"
},
{
"created": "Sat, 16 Apr 2022 15:28:07 GMT",
"version": "v2"
}
] | 2022-04-19 | [
[
"Chen",
"Jia",
""
],
[
"Wu",
"Di",
""
],
[
"Luo",
"Xin",
""
]
] | High-dimensional and sparse (HiDS) matrices are frequently adopted to describe the complex relationships in various big data-related systems and applications. A Position-transitional Latent Factor Analysis (PLFA) model can accurately and efficiently represent an HiDS matrix. However, its involved latent factors are opt... |
1312.0722 | Yannis Moysoglou | Stavros G. Kolliopoulos and Yannis Moysoglou | Sherali-Adams gaps, flow-cover inequalities and generalized
configurations for capacity-constrained Facility Location | arXiv admin note: substantial text overlap with arXiv:1305.5998 | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Metric facility location is a well-studied problem for which linear
programming methods have been used with great success in deriving approximation
algorithms. The capacity-constrained generalizations, such as capacitated
facility location (CFL) and lower-bounded facility location (LBFL), have proved
notorious as far... | [
{
"created": "Tue, 3 Dec 2013 07:46:57 GMT",
"version": "v1"
},
{
"created": "Sat, 14 Jun 2014 07:05:56 GMT",
"version": "v2"
}
] | 2014-06-17 | [
[
"Kolliopoulos",
"Stavros G.",
""
],
[
"Moysoglou",
"Yannis",
""
]
] | Metric facility location is a well-studied problem for which linear programming methods have been used with great success in deriving approximation algorithms. The capacity-constrained generalizations, such as capacitated facility location (CFL) and lower-bounded facility location (LBFL), have proved notorious as far a... |
2304.03657 | Kfir Girstein | Kfir Girstein, Eliron Rahimi, Prof. Avi Mendelson | SCART: Simulation of Cyber Attacks for Real-Time | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Real-Time systems are often implemented as reactive systems that respond to
stimuli and complete tasks in a known bounded time. The development process of
such systems usually involves using a cycle-accurate simulation environment and
even the digital twine system that can accurately simulate the system and the
envir... | [
{
"created": "Fri, 7 Apr 2023 14:25:30 GMT",
"version": "v1"
}
] | 2023-04-10 | [
[
"Girstein",
"Kfir",
""
],
[
"Rahimi",
"Eliron",
""
],
[
"Mendelson",
"Prof. Avi",
""
]
] | Real-Time systems are often implemented as reactive systems that respond to stimuli and complete tasks in a known bounded time. The development process of such systems usually involves using a cycle-accurate simulation environment and even the digital twine system that can accurately simulate the system and the environ... |
2303.02141 | Shiwei Liu | Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang,
Ajay Jaiswal, Zhangyang Wang | Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! | We open-source SMC-Bench to assist researchers in building
next-generation sparse algorithms that scale and generalize:
https://github.com/VITA-Group/SMC-Bench | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Sparse Neural Networks (SNNs) have received voluminous attention
predominantly due to growing computational and memory footprints of
consistently exploding parameter count in large-scale models. Similar to their
dense counterparts, recent SNNs generalize just as well and are equipped with
numerous favorable benefits ... | [
{
"created": "Fri, 3 Mar 2023 18:47:21 GMT",
"version": "v1"
}
] | 2023-03-06 | [
[
"Liu",
"Shiwei",
""
],
[
"Chen",
"Tianlong",
""
],
[
"Zhang",
"Zhenyu",
""
],
[
"Chen",
"Xuxi",
""
],
[
"Huang",
"Tianjin",
""
],
[
"Jaiswal",
"Ajay",
""
],
[
"Wang",
"Zhangyang",
""
]
] | Sparse Neural Networks (SNNs) have received voluminous attention predominantly due to growing computational and memory footprints of consistently exploding parameter count in large-scale models. Similar to their dense counterparts, recent SNNs generalize just as well and are equipped with numerous favorable benefits (e... |
1704.02286 | Xavier Bellekens | Elike Hodo and Xavier Bellekens and Andrew Hamilton and Pierre-louis
Dubouilh and Ephraim Iorkyase and Christos Tachtatzis and Robert Atkinson | Threat analysis of IoT networks Using Artificial Neural Network
Intrusion Detection System | Published in The 2016 International Symposium on Networks, Computers
and Communications (IEEE ISNCC'16) , Hammamet, Tunisia, 2016 | null | 10.1109/ISNCC.2016.7746067 | null | cs.NE cs.CR | http://creativecommons.org/licenses/by/4.0/ | The Internet of things (IoT) is still in its infancy and has attracted much
interest in many industrial sectors including medical fields, logistics
tracking, smart cities and automobiles. However as a paradigm, it is
susceptible to a range of significant intrusion threats. This paper presents a
threat analysis of the... | [
{
"created": "Fri, 7 Apr 2017 16:40:13 GMT",
"version": "v1"
}
] | 2017-04-10 | [
[
"Hodo",
"Elike",
""
],
[
"Bellekens",
"Xavier",
""
],
[
"Hamilton",
"Andrew",
""
],
[
"Dubouilh",
"Pierre-louis",
""
],
[
"Iorkyase",
"Ephraim",
""
],
[
"Tachtatzis",
"Christos",
""
],
[
"Atkinson",
"Robert",
... | The Internet of things (IoT) is still in its infancy and has attracted much interest in many industrial sectors including medical fields, logistics tracking, smart cities and automobiles. However as a paradigm, it is susceptible to a range of significant intrusion threats. This paper presents a threat analysis of the I... |
1911.02681 | Anbang Wu | Anbang Wu, Shuangxi Chen, Chunming Wu | Generalized Transformation-based Gradient | There is some errors in the proof to the conclusion, therefore
leading to untrusted conclusion, so I want to withdraw this paper | null | null | null | cs.LG math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The reparameterization trick has become one of the most useful tools in the
field of variational inference. However, the reparameterization trick is based
on the standardization transformation which restricts the scope of application
of this method to distributions that have tractable inverse cumulative
distribution ... | [
{
"created": "Wed, 6 Nov 2019 23:40:12 GMT",
"version": "v1"
},
{
"created": "Sat, 15 Feb 2020 01:30:21 GMT",
"version": "v2"
},
{
"created": "Tue, 25 Feb 2020 10:38:09 GMT",
"version": "v3"
}
] | 2020-02-26 | [
[
"Wu",
"Anbang",
""
],
[
"Chen",
"Shuangxi",
""
],
[
"Wu",
"Chunming",
""
]
] | The reparameterization trick has become one of the most useful tools in the field of variational inference. However, the reparameterization trick is based on the standardization transformation which restricts the scope of application of this method to distributions that have tractable inverse cumulative distribution fu... |
2405.17862 | Yu Chen | Yu Chen, Edoardo Patelli, Zhen Yang, Adolphus Lye | Towards robust prediction of material properties for nuclear reactor
design under scarce data -- a study in creep rupture property | 8 pages, submitted to REC 2024 (International Workshop on Reliable
Engineering Computing) | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | Advances in Deep Learning bring further investigation into credibility and
robustness, especially for safety-critical engineering applications such as the
nuclear industry. The key challenges include the availability of data set
(often scarce and sparse) and insufficient consideration of the uncertainty in
the data, ... | [
{
"created": "Tue, 28 May 2024 06:20:14 GMT",
"version": "v1"
}
] | 2024-05-29 | [
[
"Chen",
"Yu",
""
],
[
"Patelli",
"Edoardo",
""
],
[
"Yang",
"Zhen",
""
],
[
"Lye",
"Adolphus",
""
]
] | Advances in Deep Learning bring further investigation into credibility and robustness, especially for safety-critical engineering applications such as the nuclear industry. The key challenges include the availability of data set (often scarce and sparse) and insufficient consideration of the uncertainty in the data, mo... |
1606.05545 | David Vilares | David Vilares and Carlos G\'omez-Rodr\'iguez and Miguel A. Alonso | Universal, Unsupervised (Rule-Based), Uncovered Sentiment Analysis | 19 pages, 5 Tables, 6 Figures. This is the authors version of a work
that was accepted for publication in Knowledge-Based Systems | Knowledge-Based Systems, 118:45-55, 2017 | 10.1016/j.knosys.2016.11.014 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a novel unsupervised approach for multilingual sentiment analysis
driven by compositional syntax-based rules. On the one hand, we exploit some of
the main advantages of unsupervised algorithms: (1) the interpretability of
their output, in contrast with most supervised models, which behave as a black
box an... | [
{
"created": "Fri, 17 Jun 2016 14:53:02 GMT",
"version": "v1"
},
{
"created": "Thu, 5 Jan 2017 10:33:11 GMT",
"version": "v2"
}
] | 2017-12-14 | [
[
"Vilares",
"David",
""
],
[
"Gómez-Rodríguez",
"Carlos",
""
],
[
"Alonso",
"Miguel A.",
""
]
] | We present a novel unsupervised approach for multilingual sentiment analysis driven by compositional syntax-based rules. On the one hand, we exploit some of the main advantages of unsupervised algorithms: (1) the interpretability of their output, in contrast with most supervised models, which behave as a black box and ... |
2106.08068 | Stefano Sarao Mannelli | Luca Saglietti, Stefano Sarao Mannelli, and Andrew Saxe | An Analytical Theory of Curriculum Learning in Teacher-Student Networks | Accepted to NeurIPS 2022 | null | 10.1088/1742-5468/ac9b3c | null | cs.LG cond-mat.dis-nn stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In humans and animals, curriculum learning -- presenting data in a curated
order - is critical to rapid learning and effective pedagogy. Yet in machine
learning, curricula are not widely used and empirically often yield only
moderate benefits. This stark difference in the importance of curriculum raises
a fundamental... | [
{
"created": "Tue, 15 Jun 2021 11:48:52 GMT",
"version": "v1"
},
{
"created": "Wed, 12 Oct 2022 09:30:50 GMT",
"version": "v2"
}
] | 2022-12-07 | [
[
"Saglietti",
"Luca",
""
],
[
"Mannelli",
"Stefano Sarao",
""
],
[
"Saxe",
"Andrew",
""
]
] | In humans and animals, curriculum learning -- presenting data in a curated order - is critical to rapid learning and effective pedagogy. Yet in machine learning, curricula are not widely used and empirically often yield only moderate benefits. This stark difference in the importance of curriculum raises a fundamental t... |
1502.01657 | Sudeep Pillai | Michael Fleder, Michael S. Kester, Sudeep Pillai | Bitcoin Transaction Graph Analysis | null | null | null | null | cs.CR cs.IR cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Bitcoins have recently become an increasingly popular cryptocurrency through
which users trade electronically and more anonymously than via traditional
electronic transfers. Bitcoin's design keeps all transactions in a public
ledger. The sender and receiver for each transaction are identified only by
cryptographic pu... | [
{
"created": "Thu, 5 Feb 2015 17:55:27 GMT",
"version": "v1"
}
] | 2015-02-06 | [
[
"Fleder",
"Michael",
""
],
[
"Kester",
"Michael S.",
""
],
[
"Pillai",
"Sudeep",
""
]
] | Bitcoins have recently become an increasingly popular cryptocurrency through which users trade electronically and more anonymously than via traditional electronic transfers. Bitcoin's design keeps all transactions in a public ledger. The sender and receiver for each transaction are identified only by cryptographic publ... |
2305.18824 | Guangzhi Sun | Guangzhi Sun, Chao Zhang, Phil Woodland | Graph Neural Networks for Contextual ASR with the Tree-Constrained
Pointer Generator | Submitted to IEEE/ACM Transactions on Audio, Speech, and Language
Processing | null | null | null | cs.CL cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | The incorporation of biasing words obtained through contextual knowledge is
of paramount importance in automatic speech recognition (ASR) applications.
This paper proposes an innovative method for achieving end-to-end contextual
ASR using graph neural network (GNN) encodings based on the tree-constrained
pointer gene... | [
{
"created": "Tue, 30 May 2023 08:20:58 GMT",
"version": "v1"
}
] | 2023-05-31 | [
[
"Sun",
"Guangzhi",
""
],
[
"Zhang",
"Chao",
""
],
[
"Woodland",
"Phil",
""
]
] | The incorporation of biasing words obtained through contextual knowledge is of paramount importance in automatic speech recognition (ASR) applications. This paper proposes an innovative method for achieving end-to-end contextual ASR using graph neural network (GNN) encodings based on the tree-constrained pointer genera... |
1703.09765 | Farzad Salehisadaghiani | Farzad Salehisadaghiani and Lacra Pavel | A Distributed Nash Equilibrium Seeking in Networked Graphical Games | null | Automatica, 87, pp. 17 - 24, 2018 | 10.1016/j.automatica.2017.09.016 | null | cs.GT cs.SY math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper considers a distributed gossip approach for finding a Nash
equilibrium in networked games on graphs. In such games a player's cost
function may be affected by the actions of any subset of players. An
interference graph is employed to illustrate the partially-coupled cost
functions and the asymmetric inform... | [
{
"created": "Tue, 28 Mar 2017 19:39:26 GMT",
"version": "v1"
}
] | 2020-04-10 | [
[
"Salehisadaghiani",
"Farzad",
""
],
[
"Pavel",
"Lacra",
""
]
] | This paper considers a distributed gossip approach for finding a Nash equilibrium in networked games on graphs. In such games a player's cost function may be affected by the actions of any subset of players. An interference graph is employed to illustrate the partially-coupled cost functions and the asymmetric informat... |
2304.08451 | Lei Chen | Lei Chen, Zhan Tong, Yibing Song, Gangshan Wu, Limin Wang | Efficient Video Action Detection with Token Dropout and Context
Refinement | technical report | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Streaming video clips with large-scale video tokens impede vision
transformers (ViTs) for efficient recognition, especially in video action
detection where sufficient spatiotemporal representations are required for
precise actor identification. In this work, we propose an end-to-end framework
for efficient video acti... | [
{
"created": "Mon, 17 Apr 2023 17:21:21 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Jun 2023 16:04:17 GMT",
"version": "v2"
},
{
"created": "Mon, 28 Aug 2023 10:22:23 GMT",
"version": "v3"
}
] | 2023-08-29 | [
[
"Chen",
"Lei",
""
],
[
"Tong",
"Zhan",
""
],
[
"Song",
"Yibing",
""
],
[
"Wu",
"Gangshan",
""
],
[
"Wang",
"Limin",
""
]
] | Streaming video clips with large-scale video tokens impede vision transformers (ViTs) for efficient recognition, especially in video action detection where sufficient spatiotemporal representations are required for precise actor identification. In this work, we propose an end-to-end framework for efficient video action... |
1803.03059 | Tianpei Yang | Tianpei Yang, Jianye Hao, Zhaopeng Meng, Sandip Sen, Sheng Jin | Hierarchical Heuristic Learning towards Effcient Norm Emergence | This manuscript contains 31 pages, 21 figures. It is an extended
version of the paper published in the proceedings of the 22nd European
Conference on Artificial Intelligence (ECAI): Accelerating Norm Emergence
Through Hierarchical Heuristic Learning. We have submitted the manuscript to
Journal of Autonomous Age... | null | null | null | cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Social norms serve as an important mechanism to regulate the behaviors of
agents and to facilitate coordination among them in multiagent systems. One
important research question is how a norm can rapidly emerge through repeated
local interaction within an agent society under different environments when
their coordina... | [
{
"created": "Thu, 8 Mar 2018 12:14:49 GMT",
"version": "v1"
}
] | 2018-03-09 | [
[
"Yang",
"Tianpei",
""
],
[
"Hao",
"Jianye",
""
],
[
"Meng",
"Zhaopeng",
""
],
[
"Sen",
"Sandip",
""
],
[
"Jin",
"Sheng",
""
]
] | Social norms serve as an important mechanism to regulate the behaviors of agents and to facilitate coordination among them in multiagent systems. One important research question is how a norm can rapidly emerge through repeated local interaction within an agent society under different environments when their coordinati... |
1605.01853 | Andrew Connor | Ricardo Sosa and Andy M. Connor | A computational intuition pump to examine group creativity: building on
the ideas of others | null | Proceedings of the 2015 IASDR Conference: Interplay 2015.
Brisbane, 2-5th November 2015 | null | null | cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a computational approach to modelling group creativity.
It presents an analysis of two studies of group creativity selected from
different research cultures and identifies a common theme ("idea build-up")
that is then used in the formalisation of an agent-based model used to support
reasoning abou... | [
{
"created": "Fri, 6 May 2016 08:07:55 GMT",
"version": "v1"
}
] | 2016-05-09 | [
[
"Sosa",
"Ricardo",
""
],
[
"Connor",
"Andy M.",
""
]
] | This paper presents a computational approach to modelling group creativity. It presents an analysis of two studies of group creativity selected from different research cultures and identifies a common theme ("idea build-up") that is then used in the formalisation of an agent-based model used to support reasoning about ... |
0906.3220 | Narad Rampersad | Narad Rampersad and Jeffrey Shallit | Detecting patterns in finite regular and context-free languages | 9 pages | null | null | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider variations on the following problem: given an NFA M and a pattern
p, does there exist an x in L(M) such that p matches x? We consider the
restricted problem where M only accepts a finite language. We also consider the
variation where the pattern p is required only to match a factor of x. We show
that both... | [
{
"created": "Wed, 17 Jun 2009 15:53:06 GMT",
"version": "v1"
}
] | 2009-06-18 | [
[
"Rampersad",
"Narad",
""
],
[
"Shallit",
"Jeffrey",
""
]
] | We consider variations on the following problem: given an NFA M and a pattern p, does there exist an x in L(M) such that p matches x? We consider the restricted problem where M only accepts a finite language. We also consider the variation where the pattern p is required only to match a factor of x. We show that both o... |
2305.03034 | Shengcao Cao | Shengcao Cao, Dhiraj Joshi, Liang-Yan Gui, Yu-Xiong Wang | Contrastive Mean Teacher for Domain Adaptive Object Detectors | CVPR 2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-sa/4.0/ | Object detectors often suffer from the domain gap between training (source
domain) and real-world applications (target domain). Mean-teacher self-training
is a powerful paradigm in unsupervised domain adaptation for object detection,
but it struggles with low-quality pseudo-labels. In this work, we identify the
intri... | [
{
"created": "Thu, 4 May 2023 17:55:17 GMT",
"version": "v1"
}
] | 2023-05-05 | [
[
"Cao",
"Shengcao",
""
],
[
"Joshi",
"Dhiraj",
""
],
[
"Gui",
"Liang-Yan",
""
],
[
"Wang",
"Yu-Xiong",
""
]
] | Object detectors often suffer from the domain gap between training (source domain) and real-world applications (target domain). Mean-teacher self-training is a powerful paradigm in unsupervised domain adaptation for object detection, but it struggles with low-quality pseudo-labels. In this work, we identify the intrigu... |
2311.02475 | Hector Perez-Villeda | Hector Perez-Villeda, Justus Piater, and Matteo Saveriano | Constrained Equation Learner Networks for Precision-Preserving
Extrapolation of Robotic Skills | 18 pages, 10 figures. To be submitted to IEEE Transactions on
Robotics (T-RO) | null | null | null | cs.RO cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | In Programming by Demonstration, the robot learns novel skills from human
demonstrations. After learning, the robot should be able not only to reproduce
the skill, but also to generalize it to shifted domains without collecting new
training data. Adaptation to similar domains has been investigated in the
literature; ... | [
{
"created": "Sat, 4 Nov 2023 18:16:18 GMT",
"version": "v1"
}
] | 2023-11-07 | [
[
"Perez-Villeda",
"Hector",
""
],
[
"Piater",
"Justus",
""
],
[
"Saveriano",
"Matteo",
""
]
] | In Programming by Demonstration, the robot learns novel skills from human demonstrations. After learning, the robot should be able not only to reproduce the skill, but also to generalize it to shifted domains without collecting new training data. Adaptation to similar domains has been investigated in the literature; ho... |
2403.01231 | Zijin Yin | Zijin Yin, Kongming Liang, Bing Li, Zhanyu Ma, Jun Guo | Benchmarking Segmentation Models with Mask-Preserved Attribute Editing | CVPR 2024 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | When deploying segmentation models in practice, it is critical to evaluate
their behaviors in varied and complex scenes. Different from the previous
evaluation paradigms only in consideration of global attribute variations (e.g.
adverse weather), we investigate both local and global attribute variations for
robustnes... | [
{
"created": "Sat, 2 Mar 2024 15:20:09 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Mar 2024 15:12:35 GMT",
"version": "v2"
}
] | 2024-03-12 | [
[
"Yin",
"Zijin",
""
],
[
"Liang",
"Kongming",
""
],
[
"Li",
"Bing",
""
],
[
"Ma",
"Zhanyu",
""
],
[
"Guo",
"Jun",
""
]
] | When deploying segmentation models in practice, it is critical to evaluate their behaviors in varied and complex scenes. Different from the previous evaluation paradigms only in consideration of global attribute variations (e.g. adverse weather), we investigate both local and global attribute variations for robustness ... |
0806.4703 | Feng Li | Feng Li and Shuigeng Zhou | Challenging More Updates: Towards Anonymous Re-publication of Fully
Dynamic Datasets | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most existing anonymization work has been done on static datasets, which have
no update and need only one-time publication. Recent studies consider
anonymizing dynamic datasets with external updates: the datasets are updated
with record insertions and/or deletions. This paper addresses a new problem:
anonymous re-pub... | [
{
"created": "Sat, 28 Jun 2008 16:24:03 GMT",
"version": "v1"
},
{
"created": "Thu, 24 Jul 2008 08:24:57 GMT",
"version": "v2"
}
] | 2008-07-24 | [
[
"Li",
"Feng",
""
],
[
"Zhou",
"Shuigeng",
""
]
] | Most existing anonymization work has been done on static datasets, which have no update and need only one-time publication. Recent studies consider anonymizing dynamic datasets with external updates: the datasets are updated with record insertions and/or deletions. This paper addresses a new problem: anonymous re-publi... |
1912.11095 | P. M. Krafft | P. M. Krafft, Meg Young, Michael Katell, Karen Huang, Ghislain Bugingo | Defining AI in Policy versus Practice | null | null | null | null | cs.CY cs.AI cs.LG physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent concern about harms of information technologies motivate consideration
of regulatory action to forestall or constrain certain developments in the
field of artificial intelligence (AI). However, definitional ambiguity hampers
the possibility of conversation about this urgent topic of public concern.
Legal and r... | [
{
"created": "Mon, 23 Dec 2019 20:18:21 GMT",
"version": "v1"
}
] | 2019-12-25 | [
[
"Krafft",
"P. M.",
""
],
[
"Young",
"Meg",
""
],
[
"Katell",
"Michael",
""
],
[
"Huang",
"Karen",
""
],
[
"Bugingo",
"Ghislain",
""
]
] | Recent concern about harms of information technologies motivate consideration of regulatory action to forestall or constrain certain developments in the field of artificial intelligence (AI). However, definitional ambiguity hampers the possibility of conversation about this urgent topic of public concern. Legal and reg... |
1704.04947 | Rati Gelashvili | Dan Alistarh, James Aspnes, Rati Gelashvili | Space-Optimal Majority in Population Protocols | null | null | null | null | cs.DC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Population protocols are a model of distributed computing, in which $n$
agents with limited local state interact randomly, and cooperate to
collectively compute global predicates. An extensive series of papers, across
different communities, has examined the computability and complexity
characteristics of this model. ... | [
{
"created": "Mon, 17 Apr 2017 12:53:02 GMT",
"version": "v1"
},
{
"created": "Thu, 11 May 2017 09:12:36 GMT",
"version": "v2"
},
{
"created": "Fri, 12 May 2017 03:46:39 GMT",
"version": "v3"
},
{
"created": "Sun, 28 May 2017 20:30:25 GMT",
"version": "v4"
},
{
"c... | 2017-07-17 | [
[
"Alistarh",
"Dan",
""
],
[
"Aspnes",
"James",
""
],
[
"Gelashvili",
"Rati",
""
]
] | Population protocols are a model of distributed computing, in which $n$ agents with limited local state interact randomly, and cooperate to collectively compute global predicates. An extensive series of papers, across different communities, has examined the computability and complexity characteristics of this model. Ma... |
2407.14847 | Abdullahi Saka PhD | Abdullahi Saka, Ridwan Taiwo, Nurudeen Saka, Benjamin Oluleye, Jamiu
Dauda, and Lukman Akanbi | Integrated BIM and Machine Learning System for Circularity Prediction of
Construction Demolition Waste | 30 pages, 19 figures | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Effective management of construction and demolition waste (C&DW) is crucial
for sustainable development, as the industry accounts for 40% of the waste
generated globally. The effectiveness of the C&DW management relies on the
proper quantification of C&DW to be generated. Despite demolition activities
having larger c... | [
{
"created": "Sat, 20 Jul 2024 11:32:46 GMT",
"version": "v1"
}
] | 2024-07-23 | [
[
"Saka",
"Abdullahi",
""
],
[
"Taiwo",
"Ridwan",
""
],
[
"Saka",
"Nurudeen",
""
],
[
"Oluleye",
"Benjamin",
""
],
[
"Dauda",
"Jamiu",
""
],
[
"Akanbi",
"Lukman",
""
]
] | Effective management of construction and demolition waste (C&DW) is crucial for sustainable development, as the industry accounts for 40% of the waste generated globally. The effectiveness of the C&DW management relies on the proper quantification of C&DW to be generated. Despite demolition activities having larger con... |
1906.06870 | Raghav Gupta | Darsh J Shah, Raghav Gupta, Amir A Fayazi, Dilek Hakkani-Tur | Robust Zero-Shot Cross-Domain Slot Filling with Example Values | To appear in ACL 2019 | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Task-oriented dialog systems increasingly rely on deep learning-based slot
filling models, usually needing extensive labeled training data for target
domains. Often, however, little to no target domain training data may be
available, or the training and target domain schemas may be misaligned, as is
common for web fo... | [
{
"created": "Mon, 17 Jun 2019 07:07:01 GMT",
"version": "v1"
}
] | 2019-06-18 | [
[
"Shah",
"Darsh J",
""
],
[
"Gupta",
"Raghav",
""
],
[
"Fayazi",
"Amir A",
""
],
[
"Hakkani-Tur",
"Dilek",
""
]
] | Task-oriented dialog systems increasingly rely on deep learning-based slot filling models, usually needing extensive labeled training data for target domains. Often, however, little to no target domain training data may be available, or the training and target domain schemas may be misaligned, as is common for web form... |
1911.09669 | Alex Labach | Alex Labach and Shahrokh Valaee | Regularizing Neural Networks by Stochastically Training Layer Ensembles | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Dropout and similar stochastic neural network regularization methods are
often interpreted as implicitly averaging over a large ensemble of models. We
propose STE (stochastically trained ensemble) layers, which enhance the
averaging properties of such methods by training an ensemble of weight matrices
with stochastic... | [
{
"created": "Thu, 21 Nov 2019 18:56:29 GMT",
"version": "v1"
}
] | 2019-11-22 | [
[
"Labach",
"Alex",
""
],
[
"Valaee",
"Shahrokh",
""
]
] | Dropout and similar stochastic neural network regularization methods are often interpreted as implicitly averaging over a large ensemble of models. We propose STE (stochastically trained ensemble) layers, which enhance the averaging properties of such methods by training an ensemble of weight matrices with stochastic r... |
2106.02818 | Amir Ahooye Atashin | Amir Ahooye Atashin, Behrooz Razeghi, Deniz G\"und\"uz, Slava
Voloshynovskiy | Variational Leakage: The Role of Information Complexity in Privacy
Leakage | null | null | 10.1145/3468218.3469040 | null | cs.LG cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the role of information complexity in privacy leakage about an
attribute of an adversary's interest, which is not known a priori to the system
designer. Considering the supervised representation learning setup and using
neural networks to parameterize the variational bounds of information
quantities, we stud... | [
{
"created": "Sat, 5 Jun 2021 06:56:39 GMT",
"version": "v1"
},
{
"created": "Tue, 8 Jun 2021 09:17:12 GMT",
"version": "v2"
}
] | 2021-06-09 | [
[
"Atashin",
"Amir Ahooye",
""
],
[
"Razeghi",
"Behrooz",
""
],
[
"Gündüz",
"Deniz",
""
],
[
"Voloshynovskiy",
"Slava",
""
]
] | We study the role of information complexity in privacy leakage about an attribute of an adversary's interest, which is not known a priori to the system designer. Considering the supervised representation learning setup and using neural networks to parameterize the variational bounds of information quantities, we study ... |
2012.11819 | Md Ashikuzzaman | Md Ashikuzzaman, Noushin Jafarpisheh, Sunil Rottoo, Pierre Brisson,
and Hassan Rivaz | Fast and Robust Localization of Surgical Array using Kalman Filter | 11 pages, 6 figures | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Intraoperative tracking of surgical instruments is an inevitable task of
computer-assisted surgery. An optical tracking system often fails to precisely
reconstruct the dynamic location and pose of a surgical tool due to the
acquisition noise and measurement variance. Embedding a Kalman Filter (KF) or
any of its exten... | [
{
"created": "Tue, 22 Dec 2020 03:48:23 GMT",
"version": "v1"
}
] | 2020-12-23 | [
[
"Ashikuzzaman",
"Md",
""
],
[
"Jafarpisheh",
"Noushin",
""
],
[
"Rottoo",
"Sunil",
""
],
[
"Brisson",
"Pierre",
""
],
[
"Rivaz",
"Hassan",
""
]
] | Intraoperative tracking of surgical instruments is an inevitable task of computer-assisted surgery. An optical tracking system often fails to precisely reconstruct the dynamic location and pose of a surgical tool due to the acquisition noise and measurement variance. Embedding a Kalman Filter (KF) or any of its extensi... |
1112.5716 | Symeon Chouvardas | Symeon Chouvardas and Konstantinos Slavakis and Yannis Kopsinis and
Sergios Theodoridis | A Sparsity-Aware Adaptive Algorithm for Distributed Learning | null | null | 10.1109/TSP.2012.2204987 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a sparsity-aware adaptive algorithm for distributed learning
in diffusion networks is developed. The algorithm follows the set-theoretic
estimation rationale. At each time instance and at each node of the network, a
closed convex set, known as property set, is constructed based on the received
measurem... | [
{
"created": "Sat, 24 Dec 2011 11:21:26 GMT",
"version": "v1"
}
] | 2015-06-03 | [
[
"Chouvardas",
"Symeon",
""
],
[
"Slavakis",
"Konstantinos",
""
],
[
"Kopsinis",
"Yannis",
""
],
[
"Theodoridis",
"Sergios",
""
]
] | In this paper, a sparsity-aware adaptive algorithm for distributed learning in diffusion networks is developed. The algorithm follows the set-theoretic estimation rationale. At each time instance and at each node of the network, a closed convex set, known as property set, is constructed based on the received measuremen... |
1502.03796 | Stanislav Zivny | David A. Cohen, Martin C. Cooper, Guillaume Escamocher, Stanislav
Zivny | Variable and value elimination in binary constraint satisfaction via
forbidden patterns | A full version of an IJCAI'13 paper to appear in Journal of Computer
and System Sciences (JCSS) | Journal of Computer and System Sciences 81(7) 1127-1143 (2015) | 10.1016/j.jcss.2015.02.001 | null | cs.CC cs.AI cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Variable or value elimination in a constraint satisfaction problem (CSP) can
be used in preprocessing or during search to reduce search space size. A
variable elimination rule (value elimination rule) allows the polynomial-time
identification of certain variables (domain elements) whose elimination,
without the intro... | [
{
"created": "Thu, 12 Feb 2015 20:22:44 GMT",
"version": "v1"
}
] | 2015-06-11 | [
[
"Cohen",
"David A.",
""
],
[
"Cooper",
"Martin C.",
""
],
[
"Escamocher",
"Guillaume",
""
],
[
"Zivny",
"Stanislav",
""
]
] | Variable or value elimination in a constraint satisfaction problem (CSP) can be used in preprocessing or during search to reduce search space size. A variable elimination rule (value elimination rule) allows the polynomial-time identification of certain variables (domain elements) whose elimination, without the introdu... |
2403.06298 | Alexander Jung | A. Jung | Analysis of Total Variation Minimization for Clustered Federated
Learning | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | A key challenge in federated learning applications is the statistical
heterogeneity of local datasets. Clustered federated learning addresses this
challenge by identifying clusters of local datasets that are approximately
homogeneous. One recent approach to clustered federated learning is generalized
total variation ... | [
{
"created": "Sun, 10 Mar 2024 20:07:14 GMT",
"version": "v1"
},
{
"created": "Wed, 31 Jul 2024 13:57:36 GMT",
"version": "v2"
}
] | 2024-08-01 | [
[
"Jung",
"A.",
""
]
] | A key challenge in federated learning applications is the statistical heterogeneity of local datasets. Clustered federated learning addresses this challenge by identifying clusters of local datasets that are approximately homogeneous. One recent approach to clustered federated learning is generalized total variation mi... |
1504.06864 | Rafal Scherer | Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski,
Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer | Fast Dictionary Matching for Content-based Image Retrieval | Accepted for the 14th International Conference on Artificial
Intelligence and Soft Computing, ICAISC, June 14-18, 2015, Zakopane, Poland,
http://www.icaisc.eu/ | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes a method for searching for common sets of descriptors
between collections of images. The presented method operates on local interest
keypoints, which are generated using the SURF algorithm. The use of a
dictionary of descriptors allowed achieving good performance of the
content-based image retrie... | [
{
"created": "Sun, 26 Apr 2015 18:41:51 GMT",
"version": "v1"
}
] | 2015-04-28 | [
[
"Najgebauer",
"Patryk",
""
],
[
"Rygal",
"Janusz",
""
],
[
"Nowak",
"Tomasz",
""
],
[
"Romanowski",
"Jakub",
""
],
[
"Rutkowski",
"Leszek",
""
],
[
"Voloshynovskiy",
"Sviatoslav",
""
],
[
"Scherer",
"Rafal",
... | This paper describes a method for searching for common sets of descriptors between collections of images. The presented method operates on local interest keypoints, which are generated using the SURF algorithm. The use of a dictionary of descriptors allowed achieving good performance of the content-based image retrieva... |
2402.10093 | Benedikt Alkin | Benedikt Alkin and Lukas Miklautz and Sepp Hochreiter and Johannes
Brandstetter | MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained
Representations | null | null | null | null | cs.CV cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | We introduce MIM (Masked Image Modeling)-Refiner, a contrastive learning
boost for pre-trained MIM models. MIM-Refiner is motivated by the insight that
strong representations within MIM models generally reside in intermediate
layers. Accordingly, MIM-Refiner leverages multiple contrastive heads that are
connected to ... | [
{
"created": "Thu, 15 Feb 2024 16:46:16 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Jun 2024 17:51:58 GMT",
"version": "v2"
}
] | 2024-06-04 | [
[
"Alkin",
"Benedikt",
""
],
[
"Miklautz",
"Lukas",
""
],
[
"Hochreiter",
"Sepp",
""
],
[
"Brandstetter",
"Johannes",
""
]
] | We introduce MIM (Masked Image Modeling)-Refiner, a contrastive learning boost for pre-trained MIM models. MIM-Refiner is motivated by the insight that strong representations within MIM models generally reside in intermediate layers. Accordingly, MIM-Refiner leverages multiple contrastive heads that are connected to di... |
1303.3934 | Feng Tan | Feng Tan and Jean-Jacques Slotine | A Quorum Sensing Inspired Algorithm for Dynamic Clustering | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quorum sensing is a decentralized biological process, through which a
community of cells with no global awareness coordinate their functional
behaviors based solely on cell-medium interactions and local decisions. This
paper draws inspirations from quorum sensing and colony competition to derive a
new algorithm for d... | [
{
"created": "Sat, 16 Mar 2013 00:49:56 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Oct 2015 21:12:52 GMT",
"version": "v2"
}
] | 2015-10-08 | [
[
"Tan",
"Feng",
""
],
[
"Slotine",
"Jean-Jacques",
""
]
] | Quorum sensing is a decentralized biological process, through which a community of cells with no global awareness coordinate their functional behaviors based solely on cell-medium interactions and local decisions. This paper draws inspirations from quorum sensing and colony competition to derive a new algorithm for dat... |
2407.02937 | Sarina Meyer | Sarina Meyer, Florian Lux, Ngoc Thang Vu | Probing the Feasibility of Multilingual Speaker Anonymization | accepted at Interspeech 2024 | null | null | null | cs.CL cs.SD eess.AS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In speaker anonymization, speech recordings are modified in a way that the
identity of the speaker remains hidden. While this technology could help to
protect the privacy of individuals around the globe, current research restricts
this by focusing almost exclusively on English data. In this study, we extend a
state-o... | [
{
"created": "Wed, 3 Jul 2024 09:12:53 GMT",
"version": "v1"
}
] | 2024-07-04 | [
[
"Meyer",
"Sarina",
""
],
[
"Lux",
"Florian",
""
],
[
"Vu",
"Ngoc Thang",
""
]
] | In speaker anonymization, speech recordings are modified in a way that the identity of the speaker remains hidden. While this technology could help to protect the privacy of individuals around the globe, current research restricts this by focusing almost exclusively on English data. In this study, we extend a state-of-... |
1508.04364 | Efstathios Panayi | Gareth W. Peters, Efstathios Panayi, Ariane Chapelle | Trends in crypto-currencies and blockchain technologies: A monetary
theory and regulation perspective | null | null | null | null | cs.CR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The internet era has generated a requirement for low cost, anonymous and
rapidly verifiable transactions to be used for online barter, and fast settling
money have emerged as a consequence. For the most part, e-money has fulfilled
this role, but the last few years have seen two new types of money emerge.
Centralised ... | [
{
"created": "Tue, 18 Aug 2015 15:55:31 GMT",
"version": "v1"
}
] | 2015-08-19 | [
[
"Peters",
"Gareth W.",
""
],
[
"Panayi",
"Efstathios",
""
],
[
"Chapelle",
"Ariane",
""
]
] | The internet era has generated a requirement for low cost, anonymous and rapidly verifiable transactions to be used for online barter, and fast settling money have emerged as a consequence. For the most part, e-money has fulfilled this role, but the last few years have seen two new types of money emerge. Centralised vi... |
2301.05908 | Xin Jin | Xin Jin, Wu Zhou, Jinyu Wang, Duo Xu, Yiqing Rong, Shuai Cui | An Order-Complexity Model for Aesthetic Quality Assessment of Symbolic
Homophony Music Scores | null | null | null | null | cs.SD cs.CV cs.MM eess.AS | http://creativecommons.org/licenses/by/4.0/ | Computational aesthetics evaluation has made great achievements in the field
of visual arts, but the research work on music still needs to be explored.
Although the existing work of music generation is very substantial, the quality
of music score generated by AI is relatively poor compared with that created by
human ... | [
{
"created": "Sat, 14 Jan 2023 12:30:16 GMT",
"version": "v1"
}
] | 2023-01-18 | [
[
"Jin",
"Xin",
""
],
[
"Zhou",
"Wu",
""
],
[
"Wang",
"Jinyu",
""
],
[
"Xu",
"Duo",
""
],
[
"Rong",
"Yiqing",
""
],
[
"Cui",
"Shuai",
""
]
] | Computational aesthetics evaluation has made great achievements in the field of visual arts, but the research work on music still needs to be explored. Although the existing work of music generation is very substantial, the quality of music score generated by AI is relatively poor compared with that created by human co... |
2103.00881 | Akhila Sri Manasa Venigalla | Akhila Sri Manasa Venigalla and Sridhar Chimalakonda | Understanding Emotions of Developer Community Towards Software
Documentation | 5 pages, 1 figure, 1 table | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The availability of open-source projects facilitates developers to contribute
and collaborate on a wide range of projects. As a result, the developer
community contributing to such open-source projects is also increasing. Many of
the projects involve frequent updates and extensive reuses. A well-updated
documentation... | [
{
"created": "Mon, 1 Mar 2021 10:06:23 GMT",
"version": "v1"
}
] | 2021-03-02 | [
[
"Venigalla",
"Akhila Sri Manasa",
""
],
[
"Chimalakonda",
"Sridhar",
""
]
] | The availability of open-source projects facilitates developers to contribute and collaborate on a wide range of projects. As a result, the developer community contributing to such open-source projects is also increasing. Many of the projects involve frequent updates and extensive reuses. A well-updated documentation h... |
2010.08622 | Yunheng Han | Yunheng Han and Hanan Samet | LiMITS: An Effective Approach for Trajectory Simplification | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Trajectories represent the mobility of moving objects and thus is of great
value in data mining applications. However, trajectory data is enormous in
volume, so it is expensive to store and process the raw data directly.
Trajectories are also redundant so data compression techniques can be applied.
In this paper, we ... | [
{
"created": "Fri, 16 Oct 2020 20:46:51 GMT",
"version": "v1"
}
] | 2020-10-20 | [
[
"Han",
"Yunheng",
""
],
[
"Samet",
"Hanan",
""
]
] | Trajectories represent the mobility of moving objects and thus is of great value in data mining applications. However, trajectory data is enormous in volume, so it is expensive to store and process the raw data directly. Trajectories are also redundant so data compression techniques can be applied. In this paper, we pr... |
0903.0520 | Francesco Pasquale | Andrea E.F. Clementi, Francesco Pasquale, and Riccardo Silvestri | MANETS: High mobility can make up for low transmission power | 18 pages | null | null | null | cs.DM cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a Mobile Ad-hoc NETworks (MANET) formed by "n" nodes that move
independently at random over a finite square region of the plane. Nodes
exchange data if they are at distance at most "r" within each other, where r>0
is the node transmission radius. The "flooding time" is the number of time
steps required to... | [
{
"created": "Tue, 3 Mar 2009 12:50:27 GMT",
"version": "v1"
}
] | 2009-03-04 | [
[
"Clementi",
"Andrea E. F.",
""
],
[
"Pasquale",
"Francesco",
""
],
[
"Silvestri",
"Riccardo",
""
]
] | We consider a Mobile Ad-hoc NETworks (MANET) formed by "n" nodes that move independently at random over a finite square region of the plane. Nodes exchange data if they are at distance at most "r" within each other, where r>0 is the node transmission radius. The "flooding time" is the number of time steps required to b... |
2309.04564 | Max Marion | Max Marion, Ahmet \"Ust\"un, Luiza Pozzobon, Alex Wang, Marzieh
Fadaee, Sara Hooker | When Less is More: Investigating Data Pruning for Pretraining LLMs at
Scale | 14 pages, 8 figures | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Large volumes of text data have contributed significantly to the development
of large language models (LLMs) in recent years. This data is typically
acquired by scraping the internet, leading to pretraining datasets comprised of
noisy web text. To date, efforts to prune these datasets down to a higher
quality subset ... | [
{
"created": "Fri, 8 Sep 2023 19:34:05 GMT",
"version": "v1"
}
] | 2023-09-12 | [
[
"Marion",
"Max",
""
],
[
"Üstün",
"Ahmet",
""
],
[
"Pozzobon",
"Luiza",
""
],
[
"Wang",
"Alex",
""
],
[
"Fadaee",
"Marzieh",
""
],
[
"Hooker",
"Sara",
""
]
] | Large volumes of text data have contributed significantly to the development of large language models (LLMs) in recent years. This data is typically acquired by scraping the internet, leading to pretraining datasets comprised of noisy web text. To date, efforts to prune these datasets down to a higher quality subset ha... |
2207.03408 | Kartik Sharma | Kartik Sharma, Mohit Raghavendra, Yeon Chang Lee, Anand Kumar M,
Srijan Kumar | Representation Learning in Continuous-Time Dynamic Signed Networks | null | null | null | null | cs.SI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Signed networks allow us to model conflicting relationships and interactions,
such as friend/enemy and support/oppose. These signed interactions happen in
real-time. Modeling such dynamics of signed networks is crucial to
understanding the evolution of polarization in the network and enabling
effective prediction of ... | [
{
"created": "Thu, 7 Jul 2022 16:26:25 GMT",
"version": "v1"
},
{
"created": "Tue, 23 Aug 2022 22:47:54 GMT",
"version": "v2"
},
{
"created": "Sun, 5 Feb 2023 16:24:08 GMT",
"version": "v3"
}
] | 2023-02-07 | [
[
"Sharma",
"Kartik",
""
],
[
"Raghavendra",
"Mohit",
""
],
[
"Lee",
"Yeon Chang",
""
],
[
"M",
"Anand Kumar",
""
],
[
"Kumar",
"Srijan",
""
]
] | Signed networks allow us to model conflicting relationships and interactions, such as friend/enemy and support/oppose. These signed interactions happen in real-time. Modeling such dynamics of signed networks is crucial to understanding the evolution of polarization in the network and enabling effective prediction of th... |
cs/0310010 | David Lyback | David Lyback | Transient Diversity in Multi-Agent Systems | 44 pages, 5 figures | null | null | M.Sc. thesis No. 99-x-097. Dept. of Computer and Systems Sciences,
Royal Inst. of Technology, Sweden | cs.AI cs.MA | null | Diversity is an important aspect of highly efficient multi-agent teams. We
introduce the main factors that drive a multi-agent system in either direction
along the diversity scale. A metric for diversity is described, and we
speculate on the concept of transient diversity. Finally, an experiment on
social entropy usi... | [
{
"created": "Mon, 6 Oct 2003 16:13:13 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Lyback",
"David",
""
]
] | Diversity is an important aspect of highly efficient multi-agent teams. We introduce the main factors that drive a multi-agent system in either direction along the diversity scale. A metric for diversity is described, and we speculate on the concept of transient diversity. Finally, an experiment on social entropy using... |
2211.12045 | Jiaming Zha | Jiaming Zha, Xiangyu Wu, Ryan Dimick, and Mark W. Mueller | Design and control of a collision-resilient aerial vehicle with an
icosahedron tensegrity structure | 11 pages, 12 figures,this work has been submitted to the IEEE/ASME
Transactions on Mechatronics for possible publication. Copyright may be
transferred without notice, after which this version may no longer be
accessible | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce collision-resilient aerial vehicles with icosahedron tensegrity
structures, capable of surviving high-speed impacts and resuming operations
post-collision. We present a model-based design approach, which guides the
selection of the tensegrity components by predicting structural stresses
through a dynamic... | [
{
"created": "Tue, 22 Nov 2022 06:37:06 GMT",
"version": "v1"
},
{
"created": "Wed, 28 Jun 2023 20:55:49 GMT",
"version": "v2"
}
] | 2023-06-30 | [
[
"Zha",
"Jiaming",
""
],
[
"Wu",
"Xiangyu",
""
],
[
"Dimick",
"Ryan",
""
],
[
"Mueller",
"Mark W.",
""
]
] | We introduce collision-resilient aerial vehicles with icosahedron tensegrity structures, capable of surviving high-speed impacts and resuming operations post-collision. We present a model-based design approach, which guides the selection of the tensegrity components by predicting structural stresses through a dynamics ... |
2310.19512 | Yong Zhang | Haoxin Chen, Menghan Xia, Yingqing He, Yong Zhang, Xiaodong Cun,
Shaoshu Yang, Jinbo Xing, Yaofang Liu, Qifeng Chen, Xintao Wang, Chao Weng,
Ying Shan | VideoCrafter1: Open Diffusion Models for High-Quality Video Generation | Tech Report; Github: https://github.com/AILab-CVC/VideoCrafter
Homepage: https://ailab-cvc.github.io/videocrafter/ | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Video generation has increasingly gained interest in both academia and
industry. Although commercial tools can generate plausible videos, there is a
limited number of open-source models available for researchers and engineers.
In this work, we introduce two diffusion models for high-quality video
generation, namely t... | [
{
"created": "Mon, 30 Oct 2023 13:12:40 GMT",
"version": "v1"
}
] | 2023-10-31 | [
[
"Chen",
"Haoxin",
""
],
[
"Xia",
"Menghan",
""
],
[
"He",
"Yingqing",
""
],
[
"Zhang",
"Yong",
""
],
[
"Cun",
"Xiaodong",
""
],
[
"Yang",
"Shaoshu",
""
],
[
"Xing",
"Jinbo",
""
],
[
"Liu",
"Yaof... | Video generation has increasingly gained interest in both academia and industry. Although commercial tools can generate plausible videos, there is a limited number of open-source models available for researchers and engineers. In this work, we introduce two diffusion models for high-quality video generation, namely tex... |
1807.08545 | Vivek Nallur | Francis Lawlor and Rem Collier and Vivek Nallur | Towards a Programmable Framework for Agent Game Playing | Adaptive Learning Agents Workshop at AAMAS'2018 | null | null | null | cs.MA | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The field of Game Theory provides a useful mechanism for modeling many
decision-making scenarios. In participating in these scenarios individuals and
groups adopt particular strategies, which generally perform with varying levels
of success. However, most results have focussed on players that play the same
game in an... | [
{
"created": "Mon, 23 Jul 2018 11:48:02 GMT",
"version": "v1"
}
] | 2018-07-24 | [
[
"Lawlor",
"Francis",
""
],
[
"Collier",
"Rem",
""
],
[
"Nallur",
"Vivek",
""
]
] | The field of Game Theory provides a useful mechanism for modeling many decision-making scenarios. In participating in these scenarios individuals and groups adopt particular strategies, which generally perform with varying levels of success. However, most results have focussed on players that play the same game in an i... |
1208.5557 | Alireza Nemaney Pour | Elina Eidkhani, Melisa Hajyvahabzadeh, S. Anahita Mortazavi, Alireza
Nemaney Pour | CRAW: Combination of Re-Keying and Authentication in Wireless Networks
for Secure Multicast Increasing Efficiency of Member Join/Leave and Movement | 22 pages, 16 figures, 7 tables | International Journal of Computer Networks & Communications
(IJCNC) Vol.4, No.4, July 2012 | 10.5121/ijcnc.2012.4407 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, the number of requests for multicast services through the wireless
networks has been increased. However, for successful deployment, security and
efficiency of content delivery must be provided at first. This paper presents a
new approach for secure multicast in wireless networks. This approach, CRAW
(Combin... | [
{
"created": "Tue, 28 Aug 2012 04:34:41 GMT",
"version": "v1"
}
] | 2012-08-29 | [
[
"Eidkhani",
"Elina",
""
],
[
"Hajyvahabzadeh",
"Melisa",
""
],
[
"Mortazavi",
"S. Anahita",
""
],
[
"Pour",
"Alireza Nemaney",
""
]
] | Recently, the number of requests for multicast services through the wireless networks has been increased. However, for successful deployment, security and efficiency of content delivery must be provided at first. This paper presents a new approach for secure multicast in wireless networks. This approach, CRAW (Combinat... |
1305.1745 | Djallel Bouneffouf | Djallel Bouneffouf | Mobile Recommender Systems Methods: An Overview | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The information that mobiles can access becomes very wide nowadays, and the
user is faced with a dilemma: there is an unlimited pool of information
available to him but he is unable to find the exact information he is looking
for. This is why the current research aims to design Recommender Systems (RS)
able to contin... | [
{
"created": "Wed, 8 May 2013 08:38:04 GMT",
"version": "v1"
}
] | 2013-05-09 | [
[
"Bouneffouf",
"Djallel",
""
]
] | The information that mobiles can access becomes very wide nowadays, and the user is faced with a dilemma: there is an unlimited pool of information available to him but he is unable to find the exact information he is looking for. This is why the current research aims to design Recommender Systems (RS) able to continua... |
cs/0405068 | Yongzhi Cao | Yongzhi Cao and Mingsheng Ying | Observability and Decentralized Control of Fuzzy Discrete Event Systems | 14 pages, 1 figure. to be published in the IEEE Transactions on Fuzzy
Systems | IEEE Transactions on Fuzzy Systems, 14(2), pp. 202-216, April 2006 | null | null | cs.DM cs.DC | null | Fuzzy discrete event systems as a generalization of (crisp) discrete event
systems have been introduced in order that it is possible to effectively
represent uncertainty, imprecision, and vagueness arising from the dynamic of
systems. A fuzzy discrete event system has been modelled by a fuzzy automaton;
its behavior ... | [
{
"created": "Thu, 20 May 2004 08:19:26 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Oct 2005 00:06:05 GMT",
"version": "v2"
}
] | 2007-05-23 | [
[
"Cao",
"Yongzhi",
""
],
[
"Ying",
"Mingsheng",
""
]
] | Fuzzy discrete event systems as a generalization of (crisp) discrete event systems have been introduced in order that it is possible to effectively represent uncertainty, imprecision, and vagueness arising from the dynamic of systems. A fuzzy discrete event system has been modelled by a fuzzy automaton; its behavior is... |
1811.10670 | Shari Trewin | Shari Trewin | AI Fairness for People with Disabilities: Point of View | null | null | null | null | cs.AI cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider how fair treatment in society for people with disabilities might
be impacted by the rise in the use of artificial intelligence, and especially
machine learning methods. We argue that fairness for people with disabilities
is different to fairness for other protected attributes such as age, gender or
race. ... | [
{
"created": "Mon, 26 Nov 2018 20:11:30 GMT",
"version": "v1"
}
] | 2018-11-28 | [
[
"Trewin",
"Shari",
""
]
] | We consider how fair treatment in society for people with disabilities might be impacted by the rise in the use of artificial intelligence, and especially machine learning methods. We argue that fairness for people with disabilities is different to fairness for other protected attributes such as age, gender or race. On... |
2203.14372 | Konstantin Dobratulin | Konstantin Dobratulin, Marina Nezhurina | Algorithmic support of a personal virtual assistant for automating the
processing of client requests | null | null | null | null | cs.HC cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This article describes creating algorithmic support for the functioning of a
personal virtual assistant, which allows automating the processing of customer
requests. The study aims to reduce errors and processing time for a client
request in business systems - text chats or voice channels using a text
transcription s... | [
{
"created": "Sun, 27 Mar 2022 19:13:29 GMT",
"version": "v1"
}
] | 2022-03-29 | [
[
"Dobratulin",
"Konstantin",
""
],
[
"Nezhurina",
"Marina",
""
]
] | This article describes creating algorithmic support for the functioning of a personal virtual assistant, which allows automating the processing of customer requests. The study aims to reduce errors and processing time for a client request in business systems - text chats or voice channels using a text transcription sys... |
2103.10060 | Yihang Gao | Yihang Gao, Michael K. Ng, Mingjie Zhou | Approximating Probability Distributions by using Wasserstein Generative
Adversarial Networks | Accepted by SIAM Journal on Mathematics of Data Science (SIMODS) | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Studied here are Wasserstein generative adversarial networks (WGANs) with
GroupSort neural networks as their discriminators. It is shown that the error
bound of the approximation for the target distribution depends on the width and
depth (capacity) of the generators and discriminators and the number of samples
in tra... | [
{
"created": "Thu, 18 Mar 2021 07:40:13 GMT",
"version": "v1"
},
{
"created": "Wed, 26 May 2021 07:22:58 GMT",
"version": "v2"
},
{
"created": "Mon, 23 May 2022 04:41:38 GMT",
"version": "v3"
},
{
"created": "Fri, 30 Jun 2023 03:45:05 GMT",
"version": "v4"
}
] | 2023-07-03 | [
[
"Gao",
"Yihang",
""
],
[
"Ng",
"Michael K.",
""
],
[
"Zhou",
"Mingjie",
""
]
] | Studied here are Wasserstein generative adversarial networks (WGANs) with GroupSort neural networks as their discriminators. It is shown that the error bound of the approximation for the target distribution depends on the width and depth (capacity) of the generators and discriminators and the number of samples in train... |
cs/0702076 | Frederic Vivien | Lionel Eyraud-Dubois (INRIA Rh\^one-Alpes, LIP), Arnaud Legrand
(ID-IMAG, INRIA Rh\^one-Alpes / ID-IMAG), Martin Quinson (INRIA Lorraine -
LORIA), Fr\'ed\'eric Vivien (INRIA Rh\^one-Alpes, LIP) | A First Step Towards Automatically Building Network Representations | null | null | null | null | cs.DC | null | To fully harness Grids, users or middlewares must have some knowledge on the
topology of the platform interconnection network. As such knowledge is usually
not available, one must uses tools which automatically build a topological
network model through some measurements. In this article, we define a
methodology to as... | [
{
"created": "Tue, 13 Feb 2007 16:35:04 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Jun 2007 14:14:44 GMT",
"version": "v2"
}
] | 2007-06-28 | [
[
"Eyraud-Dubois",
"Lionel",
"",
"INRIA Rhône-Alpes, LIP"
],
[
"Legrand",
"Arnaud",
"",
"ID-IMAG, INRIA Rhône-Alpes / ID-IMAG"
],
[
"Quinson",
"Martin",
"",
"INRIA Lorraine -\n LORIA"
],
[
"Vivien",
"Frédéric",
"",
"INRIA Rhône-Alpes, LIP"... | To fully harness Grids, users or middlewares must have some knowledge on the topology of the platform interconnection network. As such knowledge is usually not available, one must uses tools which automatically build a topological network model through some measurements. In this article, we define a methodology to asse... |
1309.7262 | Ahmed Abbasi | F. Mariam Zahedi, Ahmed Abbasi and Yan Chen | Design Elements that Promote the use of Fake Website Detection Tools | Zahedi, F. M., Abbasi, A., and Chen, Y. "Design Elements that Promote
the use of Fake Website Detection Tools," In Proceedings of the 10th Annual
AIS SIG-HCI Workshop, Shanghai, China, December 4, 2011 | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fake websites have emerged as a major source of online fraud, accounting for
billions of dollars of loss by Internet users. We explore the process by which
salient design elements could increase the use of protective tools, thus
reducing the success rate of fake websites. Using the protection motivation
theory, we co... | [
{
"created": "Fri, 27 Sep 2013 15:04:47 GMT",
"version": "v1"
}
] | 2013-09-30 | [
[
"Zahedi",
"F. Mariam",
""
],
[
"Abbasi",
"Ahmed",
""
],
[
"Chen",
"Yan",
""
]
] | Fake websites have emerged as a major source of online fraud, accounting for billions of dollars of loss by Internet users. We explore the process by which salient design elements could increase the use of protective tools, thus reducing the success rate of fake websites. Using the protection motivation theory, we conc... |
1705.08997 | Farhan Tejani | Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Yannick Schroecker,
Charles Isbell | State Space Decomposition and Subgoal Creation for Transfer in Deep
Reinforcement Learning | 5 pages, 6 figures; 3rd Multidisciplinary Conference on Reinforcement
Learning and Decision Making (RLDM 2017), Ann Arbor, Michigan | null | null | null | cs.AI cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Typical reinforcement learning (RL) agents learn to complete tasks specified
by reward functions tailored to their domain. As such, the policies they learn
do not generalize even to similar domains. To address this issue, we develop a
framework through which a deep RL agent learns to generalize policies from
smaller,... | [
{
"created": "Wed, 24 May 2017 23:19:44 GMT",
"version": "v1"
}
] | 2017-05-26 | [
[
"Sahni",
"Himanshu",
""
],
[
"Kumar",
"Saurabh",
""
],
[
"Tejani",
"Farhan",
""
],
[
"Schroecker",
"Yannick",
""
],
[
"Isbell",
"Charles",
""
]
] | Typical reinforcement learning (RL) agents learn to complete tasks specified by reward functions tailored to their domain. As such, the policies they learn do not generalize even to similar domains. To address this issue, we develop a framework through which a deep RL agent learns to generalize policies from smaller, s... |
2101.08778 | Ariah Klages-Mundt | Sam M. Werner, Daniel Perez, Lewis Gudgeon, Ariah Klages-Mundt,
Dominik Harz, William J. Knottenbelt | SoK: Decentralized Finance (DeFi) | null | null | null | null | cs.CR econ.GN q-fin.EC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Decentralized Finance (DeFi), a blockchain powered peer-to-peer financial
system, is mushrooming. Two years ago the total value locked in DeFi systems
was approximately 700m USD, now, as of April 2022, it stands at around 150bn
USD. The frenetic evolution of the ecosystem has created challenges in
understanding the b... | [
{
"created": "Thu, 21 Jan 2021 18:58:43 GMT",
"version": "v1"
},
{
"created": "Tue, 2 Mar 2021 17:16:55 GMT",
"version": "v2"
},
{
"created": "Fri, 30 Apr 2021 10:11:59 GMT",
"version": "v3"
},
{
"created": "Sat, 18 Sep 2021 15:30:59 GMT",
"version": "v4"
},
{
"cr... | 2022-09-16 | [
[
"Werner",
"Sam M.",
""
],
[
"Perez",
"Daniel",
""
],
[
"Gudgeon",
"Lewis",
""
],
[
"Klages-Mundt",
"Ariah",
""
],
[
"Harz",
"Dominik",
""
],
[
"Knottenbelt",
"William J.",
""
]
] | Decentralized Finance (DeFi), a blockchain powered peer-to-peer financial system, is mushrooming. Two years ago the total value locked in DeFi systems was approximately 700m USD, now, as of April 2022, it stands at around 150bn USD. The frenetic evolution of the ecosystem has created challenges in understanding the bas... |
2010.09638 | Jiawei Sheng | Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang, Tingwen
Liu and Hongbo Xu | Adaptive Attentional Network for Few-Shot Knowledge Graph Completion | 11 pages, 3 figures | EMNLP 2020 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Few-shot Knowledge Graph (KG) completion is a focus of current research,
where each task aims at querying unseen facts of a relation given its few-shot
reference entity pairs. Recent attempts solve this problem by learning static
representations of entities and references, ignoring their dynamic properties,
i.e., ent... | [
{
"created": "Mon, 19 Oct 2020 16:27:48 GMT",
"version": "v1"
}
] | 2021-07-06 | [
[
"Sheng",
"Jiawei",
""
],
[
"Guo",
"Shu",
""
],
[
"Chen",
"Zhenyu",
""
],
[
"Yue",
"Juwei",
""
],
[
"Wang",
"Lihong",
""
],
[
"Liu",
"Tingwen",
""
],
[
"Xu",
"Hongbo",
""
]
] | Few-shot Knowledge Graph (KG) completion is a focus of current research, where each task aims at querying unseen facts of a relation given its few-shot reference entity pairs. Recent attempts solve this problem by learning static representations of entities and references, ignoring their dynamic properties, i.e., entit... |
1904.11007 | Shili Sheng | Shili Sheng, Erfan Pakdamanian, Kyungtae Han, BaekGyu Kim, Prashant
Tiwari, Inki Kim, Lu Feng | A Case Study of Trust on Autonomous Driving | null | null | null | null | cs.HC cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As autonomous vehicles have benefited the society, understanding the dynamic
change of humans' trust during human-autonomous vehicle interaction can help to
improve the safety and performance of autonomous driving. We designed and
conducted a human subjects study involving 19 participants. Each participant
was asked ... | [
{
"created": "Tue, 16 Apr 2019 15:15:44 GMT",
"version": "v1"
},
{
"created": "Thu, 18 Jul 2019 16:30:26 GMT",
"version": "v2"
}
] | 2019-07-19 | [
[
"Sheng",
"Shili",
""
],
[
"Pakdamanian",
"Erfan",
""
],
[
"Han",
"Kyungtae",
""
],
[
"Kim",
"BaekGyu",
""
],
[
"Tiwari",
"Prashant",
""
],
[
"Kim",
"Inki",
""
],
[
"Feng",
"Lu",
""
]
] | As autonomous vehicles have benefited the society, understanding the dynamic change of humans' trust during human-autonomous vehicle interaction can help to improve the safety and performance of autonomous driving. We designed and conducted a human subjects study involving 19 participants. Each participant was asked to... |
2201.13019 | Motasem Alfarra | Motasem Alfarra, Juan C. P\'erez, Anna Fr\"uhst\"uck, Philip H. S.
Torr, Peter Wonka, Bernard Ghanem | On the Robustness of Quality Measures for GANs | Accepted at the European Conference in Computer Vision (ECCV 2022) | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | This work evaluates the robustness of quality measures of generative models
such as Inception Score (IS) and Fr\'echet Inception Distance (FID). Analogous
to the vulnerability of deep models against a variety of adversarial attacks,
we show that such metrics can also be manipulated by additive pixel
perturbations. Ou... | [
{
"created": "Mon, 31 Jan 2022 06:43:09 GMT",
"version": "v1"
},
{
"created": "Wed, 20 Jul 2022 08:15:13 GMT",
"version": "v2"
}
] | 2022-07-21 | [
[
"Alfarra",
"Motasem",
""
],
[
"Pérez",
"Juan C.",
""
],
[
"Frühstück",
"Anna",
""
],
[
"Torr",
"Philip H. S.",
""
],
[
"Wonka",
"Peter",
""
],
[
"Ghanem",
"Bernard",
""
]
] | This work evaluates the robustness of quality measures of generative models such as Inception Score (IS) and Fr\'echet Inception Distance (FID). Analogous to the vulnerability of deep models against a variety of adversarial attacks, we show that such metrics can also be manipulated by additive pixel perturbations. Our ... |
1203.3537 | Qian Zhu | Qian Zhu, Branislav Kveton, Lily Mummert, Padmanabhan Pillai | Automatic Tuning of Interactive Perception Applications | Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence (UAI2010) | null | null | UAI-P-2010-PG-743-751 | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Interactive applications incorporating high-data rate sensing and computer
vision are becoming possible due to novel runtime systems and the use of
parallel computation resources. To allow interactive use, such applications
require careful tuning of multiple application parameters to meet required
fidelity and latenc... | [
{
"created": "Thu, 15 Mar 2012 11:17:56 GMT",
"version": "v1"
}
] | 2012-03-19 | [
[
"Zhu",
"Qian",
""
],
[
"Kveton",
"Branislav",
""
],
[
"Mummert",
"Lily",
""
],
[
"Pillai",
"Padmanabhan",
""
]
] | Interactive applications incorporating high-data rate sensing and computer vision are becoming possible due to novel runtime systems and the use of parallel computation resources. To allow interactive use, such applications require careful tuning of multiple application parameters to meet required fidelity and latency ... |
2011.00099 | Zhongliang Jiang | Zhongliang Jiang, Zhenyu Li, Matthias Grimm, Mingchuan Zhou, Marco
Esposito, Wolfgang Wein, Walter Stechele, Thomas Wendler, and Nassir Navab | Autonomous Robotic Screening of Tubular Structures based only on
Real-Time Ultrasound Imaging Feedback | Accepted for publication in IEEE Transactions on Industrial
Electronics Video: https://www.youtube.com/watch?v=VAaNZL0I5ik | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Ultrasound (US) imaging is widely employed for diagnosis and staging of
peripheral vascular diseases (PVD), mainly due to its high availability and the
fact it does not emit radiation. However, high inter-operator variability and a
lack of repeatability of US image acquisition hinder the implementation of
extensive s... | [
{
"created": "Fri, 30 Oct 2020 20:39:27 GMT",
"version": "v1"
},
{
"created": "Wed, 30 Jun 2021 10:44:29 GMT",
"version": "v2"
}
] | 2021-07-01 | [
[
"Jiang",
"Zhongliang",
""
],
[
"Li",
"Zhenyu",
""
],
[
"Grimm",
"Matthias",
""
],
[
"Zhou",
"Mingchuan",
""
],
[
"Esposito",
"Marco",
""
],
[
"Wein",
"Wolfgang",
""
],
[
"Stechele",
"Walter",
""
],
[
... | Ultrasound (US) imaging is widely employed for diagnosis and staging of peripheral vascular diseases (PVD), mainly due to its high availability and the fact it does not emit radiation. However, high inter-operator variability and a lack of repeatability of US image acquisition hinder the implementation of extensive scr... |
1907.08985 | Weiwen Jiang | Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge,
Yiyu Shi, Jingtong Hu | Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN
Inference | Accepted by ESWEEK CODES+ISSS 2019, nominated as best paper. Appear
in ACM TECS | ACM Transactions on Embedded Computing Systems (TECS)October 2019
Article No.: 67 | 10.1145/3358192 | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Real-time Deep Neural Network (DNN) inference with low-latency requirement
has become increasingly important for numerous applications in both cloud
computing (e.g., Apple's Siri) and edge computing (e.g., Google/Waymo's
driverless car). FPGA-based DNN accelerators have demonstrated both superior
flexibility and perf... | [
{
"created": "Sun, 21 Jul 2019 15:16:12 GMT",
"version": "v1"
},
{
"created": "Sat, 8 Feb 2020 22:59:03 GMT",
"version": "v2"
}
] | 2020-02-11 | [
[
"Jiang",
"Weiwen",
""
],
[
"Sha",
"Edwin H. -M.",
""
],
[
"Zhang",
"Xinyi",
""
],
[
"Yang",
"Lei",
""
],
[
"Zhuge",
"Qingfeng",
""
],
[
"Shi",
"Yiyu",
""
],
[
"Hu",
"Jingtong",
""
]
] | Real-time Deep Neural Network (DNN) inference with low-latency requirement has become increasingly important for numerous applications in both cloud computing (e.g., Apple's Siri) and edge computing (e.g., Google/Waymo's driverless car). FPGA-based DNN accelerators have demonstrated both superior flexibility and perfor... |
cs/9905003 | Walter Eaves | Walter Eaves | Collective Choice Theory in Collaborative Computing | 40 pages, 10 figures | null | null | null | cs.MA cs.DC | null | This paper presents some fundamental collective choice theory for information
system designers, particularly those working in the field of computer-supported
cooperative work. This paper is focused on a presentation of Arrow's
Possibility and Impossibility theorems which form the fundamental boundary on
the efficacy ... | [
{
"created": "Mon, 10 May 1999 17:07:11 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Eaves",
"Walter",
""
]
] | This paper presents some fundamental collective choice theory for information system designers, particularly those working in the field of computer-supported cooperative work. This paper is focused on a presentation of Arrow's Possibility and Impossibility theorems which form the fundamental boundary on the efficacy of... |
1910.03497 | Seyed Amjad Seyedi | Seyed Amjad Seyedi, S.Siamak Ghodsi, Fardin Akhlaghian, Mahdi Jalili,
Parham Moradi | Self-Paced Multi-Label Learning with Diversity | null | null | null | null | cs.LG cs.IR stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The major challenge of learning from multi-label data has arisen from the
overwhelming size of label space which makes this problem NP-hard. This problem
can be alleviated by gradually involving easy to hard tags into the learning
process. Besides, the utilization of a diversity maintenance approach avoids
overfittin... | [
{
"created": "Tue, 8 Oct 2019 15:59:57 GMT",
"version": "v1"
}
] | 2019-10-09 | [
[
"Seyedi",
"Seyed Amjad",
""
],
[
"Ghodsi",
"S. Siamak",
""
],
[
"Akhlaghian",
"Fardin",
""
],
[
"Jalili",
"Mahdi",
""
],
[
"Moradi",
"Parham",
""
]
] | The major challenge of learning from multi-label data has arisen from the overwhelming size of label space which makes this problem NP-hard. This problem can be alleviated by gradually involving easy to hard tags into the learning process. Besides, the utilization of a diversity maintenance approach avoids overfitting ... |
2211.14360 | Viktor Scherbakov | Viktor Scherbakov and Vladimir Mayorov | Finetuning BERT on Partially Annotated NER Corpora | 6 pages, to be published in Proceedings of ISP RAS Open Conference
2022 | null | null | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | Most Named Entity Recognition (NER) models operate under the assumption that
training datasets are fully labelled. While it is valid for established
datasets like CoNLL 2003 and OntoNotes, sometimes it is not feasible to obtain
the complete dataset annotation. These situations may occur, for instance,
after selective... | [
{
"created": "Fri, 25 Nov 2022 19:54:30 GMT",
"version": "v1"
}
] | 2022-11-29 | [
[
"Scherbakov",
"Viktor",
""
],
[
"Mayorov",
"Vladimir",
""
]
] | Most Named Entity Recognition (NER) models operate under the assumption that training datasets are fully labelled. While it is valid for established datasets like CoNLL 2003 and OntoNotes, sometimes it is not feasible to obtain the complete dataset annotation. These situations may occur, for instance, after selective a... |
2201.07973 | Qiang Liu | Qiang Liu, Yuru Zhang, Haoxin Wang | EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing | Accepted by ICC 2022 | null | null | null | cs.LG cs.NI eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | High definition (HD) map needs to be updated frequently to capture road
changes, which is constrained by limited specialized collection vehicles. To
maintain an up-to-date map, we explore crowdsourcing data from connected
vehicles. Updating the map collaboratively is, however, challenging under
constrained transmissi... | [
{
"created": "Thu, 20 Jan 2022 03:18:41 GMT",
"version": "v1"
}
] | 2022-01-21 | [
[
"Liu",
"Qiang",
""
],
[
"Zhang",
"Yuru",
""
],
[
"Wang",
"Haoxin",
""
]
] | High definition (HD) map needs to be updated frequently to capture road changes, which is constrained by limited specialized collection vehicles. To maintain an up-to-date map, we explore crowdsourcing data from connected vehicles. Updating the map collaboratively is, however, challenging under constrained transmission... |
1611.07112 | Manh Duong Phung | T. T. Hoang, P. M. Duong, N. T. T. Van, D. A. Viet, T. Q. Vinh | Development of an EKF-based localization algorithm using compass sensor
and LRF | In 12th International Conference on Control Automation Robotics &
Vision (ICARCV), 2012. arXiv admin note: substantial text overlap with
arXiv:1611.07114 | null | 10.1109/ICARCV.2012.6485182 | null | cs.RO cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents the implementation of a perceptual system for a mobile
robot. The system is designed and installed with modern sensors and multi-point
communication channels. The goal is to equip the robot with a high level of
perception to support a wide range of navigating applications including
Internet-based ... | [
{
"created": "Tue, 22 Nov 2016 00:29:58 GMT",
"version": "v1"
}
] | 2017-01-05 | [
[
"Hoang",
"T. T.",
""
],
[
"Duong",
"P. M.",
""
],
[
"Van",
"N. T. T.",
""
],
[
"Viet",
"D. A.",
""
],
[
"Vinh",
"T. Q.",
""
]
] | This paper presents the implementation of a perceptual system for a mobile robot. The system is designed and installed with modern sensors and multi-point communication channels. The goal is to equip the robot with a high level of perception to support a wide range of navigating applications including Internet-based te... |
1811.04748 | Tim Pfeifer | Tim Pfeifer and Peter Protzel | Expectation-Maximization for Adaptive Mixture Models in Graph
Optimization | 7 pages, 4 figures, Small fixes on Eqation. (9) and (19) | 2019 International Conference on Robotics and Automation (ICRA),
Montreal, QC, Canada, 2019, pp. 3151-3157 | 10.1109/ICRA.2019.8793601 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Non-Gaussian and multimodal distributions are an important part of many
recent robust sensor fusion algorithms. In difference to robust cost functions,
they are probabilistically founded and have good convergence properties. Since
their robustness depends on a close approximation of the real error
distribution, their... | [
{
"created": "Mon, 12 Nov 2018 14:47:42 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Feb 2019 14:05:04 GMT",
"version": "v2"
},
{
"created": "Mon, 13 Jan 2020 15:36:12 GMT",
"version": "v3"
}
] | 2020-01-14 | [
[
"Pfeifer",
"Tim",
""
],
[
"Protzel",
"Peter",
""
]
] | Non-Gaussian and multimodal distributions are an important part of many recent robust sensor fusion algorithms. In difference to robust cost functions, they are probabilistically founded and have good convergence properties. Since their robustness depends on a close approximation of the real error distribution, their p... |
2106.00444 | Tor Lattimore | Tor Lattimore | Minimax Regret for Bandit Convex Optimisation of Ridge Functions | Correcting an (instructive) error that leads to a weaker result | null | null | null | cs.LG math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyse adversarial bandit convex optimisation with an adversary that is
restricted to playing functions of the form $f_t(x) = g_t(\langle x,
\theta\rangle)$ for convex $g_t : \mathbb R \to \mathbb R$ and unknown $\theta
\in \mathbb R^d$ that is homogeneous over time. We provide a short
information-theoretic proof... | [
{
"created": "Tue, 1 Jun 2021 12:51:48 GMT",
"version": "v1"
},
{
"created": "Sun, 6 Jun 2021 21:34:35 GMT",
"version": "v2"
}
] | 2021-06-08 | [
[
"Lattimore",
"Tor",
""
]
] | We analyse adversarial bandit convex optimisation with an adversary that is restricted to playing functions of the form $f_t(x) = g_t(\langle x, \theta\rangle)$ for convex $g_t : \mathbb R \to \mathbb R$ and unknown $\theta \in \mathbb R^d$ that is homogeneous over time. We provide a short information-theoretic proof t... |
1509.08825 | Donald Stull | Xiang Huang, D. M. Stull | Polynomial Space Randomness in Analysis | null | null | null | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the interaction between polynomial space randomness and a
fundamental result of analysis, the Lebesgue differentiation theorem. We
generalize Ko's framework for polynomial space computability in $\mathbb{R}^n$
to define \textit{weakly pspace-random} points, a new variant of polynomial
space randomness. We sh... | [
{
"created": "Tue, 29 Sep 2015 16:00:05 GMT",
"version": "v1"
},
{
"created": "Tue, 26 Apr 2016 15:19:03 GMT",
"version": "v2"
}
] | 2016-04-27 | [
[
"Huang",
"Xiang",
""
],
[
"Stull",
"D. M.",
""
]
] | We study the interaction between polynomial space randomness and a fundamental result of analysis, the Lebesgue differentiation theorem. We generalize Ko's framework for polynomial space computability in $\mathbb{R}^n$ to define \textit{weakly pspace-random} points, a new variant of polynomial space randomness. We show... |
2112.12294 | Hirad Assimi | Hirad Assimi, Ben Koch, Chris Garcia, Markus Wagner, Frank Neumann | Run-of-Mine Stockyard Recovery Scheduling and Optimisation for Multiple
Reclaimers | null | null | null | null | cs.NE | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Stockpiles are essential in the mining value chain, assisting in maximising
value and production. Quality control of taken minerals from the stockpiles is
a major concern for stockpile managers where failure to meet some requirements
can lead to losing money. This problem was recently investigated using a single
recl... | [
{
"created": "Thu, 23 Dec 2021 01:00:45 GMT",
"version": "v1"
}
] | 2021-12-24 | [
[
"Assimi",
"Hirad",
""
],
[
"Koch",
"Ben",
""
],
[
"Garcia",
"Chris",
""
],
[
"Wagner",
"Markus",
""
],
[
"Neumann",
"Frank",
""
]
] | Stockpiles are essential in the mining value chain, assisting in maximising value and production. Quality control of taken minerals from the stockpiles is a major concern for stockpile managers where failure to meet some requirements can lead to losing money. This problem was recently investigated using a single reclai... |
2404.02655 | Mozhi Zhang | Mozhi Zhang, Mianqiu Huang, Rundong Shi, Linsen Guo, Chong Peng, Peng
Yan, Yaqian Zhou, Xipeng Qiu | Calibrating the Confidence of Large Language Models by Eliciting
Fidelity | 17 pages, 13 figures | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Large language models optimized with techniques like RLHF have achieved good
alignment in being helpful and harmless. However, post-alignment, these
language models often exhibit overconfidence, where the expressed confidence
does not accurately calibrate with their correctness rate. In this paper, we
decompose the l... | [
{
"created": "Wed, 3 Apr 2024 11:36:12 GMT",
"version": "v1"
}
] | 2024-04-04 | [
[
"Zhang",
"Mozhi",
""
],
[
"Huang",
"Mianqiu",
""
],
[
"Shi",
"Rundong",
""
],
[
"Guo",
"Linsen",
""
],
[
"Peng",
"Chong",
""
],
[
"Yan",
"Peng",
""
],
[
"Zhou",
"Yaqian",
""
],
[
"Qiu",
"Xipeng"... | Large language models optimized with techniques like RLHF have achieved good alignment in being helpful and harmless. However, post-alignment, these language models often exhibit overconfidence, where the expressed confidence does not accurately calibrate with their correctness rate. In this paper, we decompose the lan... |
2004.05251 | Gowri Sankar Ramachandran Dr | Arvin Hekmati, Gowri Ramachandran, Bhaskar Krishnamachari | CONTAIN: Privacy-oriented Contact Tracing Protocols for Epidemics | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Pandemic and epidemic diseases such as CoVID-19, SARS-CoV2, and Ebola have
spread to multiple countries and infected thousands of people. Such diseases
spread mainly through person-to-person contacts. Health care authorities
recommend contact tracing procedures to prevent the spread to a vast
population. Although sev... | [
{
"created": "Fri, 10 Apr 2020 22:50:06 GMT",
"version": "v1"
}
] | 2020-04-14 | [
[
"Hekmati",
"Arvin",
""
],
[
"Ramachandran",
"Gowri",
""
],
[
"Krishnamachari",
"Bhaskar",
""
]
] | Pandemic and epidemic diseases such as CoVID-19, SARS-CoV2, and Ebola have spread to multiple countries and infected thousands of people. Such diseases spread mainly through person-to-person contacts. Health care authorities recommend contact tracing procedures to prevent the spread to a vast population. Although sever... |
1811.11212 | Neil Houlsby | Ting Chen, Xiaohua Zhai, Marvin Ritter, Mario Lucic, Neil Houlsby | Self-Supervised GANs via Auxiliary Rotation Loss | null | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conditional GANs are at the forefront of natural image synthesis. The main
drawback of such models is the necessity for labeled data. In this work we
exploit two popular unsupervised learning techniques, adversarial training and
self-supervision, and take a step towards bridging the gap between conditional
and uncond... | [
{
"created": "Tue, 27 Nov 2018 19:30:40 GMT",
"version": "v1"
},
{
"created": "Tue, 9 Apr 2019 14:25:35 GMT",
"version": "v2"
}
] | 2019-04-10 | [
[
"Chen",
"Ting",
""
],
[
"Zhai",
"Xiaohua",
""
],
[
"Ritter",
"Marvin",
""
],
[
"Lucic",
"Mario",
""
],
[
"Houlsby",
"Neil",
""
]
] | Conditional GANs are at the forefront of natural image synthesis. The main drawback of such models is the necessity for labeled data. In this work we exploit two popular unsupervised learning techniques, adversarial training and self-supervision, and take a step towards bridging the gap between conditional and uncondit... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.