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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1910.03742 | Tan Nguyen | Tan Nguyen, Nan Ye, Peter L. Bartlett | Greedy Convex Ensemble | Replace the previous version with the camera ready version accepted
for IJCAI 2020 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider learning a convex combination of basis models, and present some
new theoretical and empirical results that demonstrate the effectiveness of a
greedy approach. Theoretically, we first consider whether we can use linear,
instead of convex, combinations, and obtain generalization results similar to
existing ... | [
{
"created": "Wed, 9 Oct 2019 01:41:56 GMT",
"version": "v1"
},
{
"created": "Sun, 3 May 2020 04:18:52 GMT",
"version": "v2"
}
] | 2020-05-05 | [
[
"Nguyen",
"Tan",
""
],
[
"Ye",
"Nan",
""
],
[
"Bartlett",
"Peter L.",
""
]
] | We consider learning a convex combination of basis models, and present some new theoretical and empirical results that demonstrate the effectiveness of a greedy approach. Theoretically, we first consider whether we can use linear, instead of convex, combinations, and obtain generalization results similar to existing on... |
2104.14202 | Javier Rodriguez-Puigvert | Javier Rodr\'iguez-Puigvert, Rub\'en Mart\'inez-Cant\'in, Javier
Civera | Bayesian Deep Neural Networks for Supervised Learning of Single-View
Depth | null | null | null | null | cs.CV cs.RO | http://creativecommons.org/licenses/by/4.0/ | Uncertainty quantification is essential for robotic perception, as
overconfident or point estimators can lead to collisions and damages to the
environment and the robot. In this paper, we evaluate scalable approaches to
uncertainty quantification in single-view supervised depth learning,
specifically MC dropout and d... | [
{
"created": "Thu, 29 Apr 2021 08:45:24 GMT",
"version": "v1"
},
{
"created": "Tue, 14 Sep 2021 09:13:29 GMT",
"version": "v2"
},
{
"created": "Wed, 15 Dec 2021 13:02:45 GMT",
"version": "v3"
}
] | 2021-12-16 | [
[
"Rodríguez-Puigvert",
"Javier",
""
],
[
"Martínez-Cantín",
"Rubén",
""
],
[
"Civera",
"Javier",
""
]
] | Uncertainty quantification is essential for robotic perception, as overconfident or point estimators can lead to collisions and damages to the environment and the robot. In this paper, we evaluate scalable approaches to uncertainty quantification in single-view supervised depth learning, specifically MC dropout and dee... |
1712.07003 | Ronan Fablet | Ronan Fablet, Said Ouala, Cedric Herzet | Bilinear residual Neural Network for the identification and forecasting
of dynamical systems | Submitted | null | null | null | cs.LG eess.SP physics.data-an | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to the increasing availability of large-scale observation and simulation
datasets, data-driven representations arise as efficient and relevant
computation representations of dynamical systems for a wide range of
applications, where model-driven models based on ordinary differential equation
remain the state-of-th... | [
{
"created": "Tue, 19 Dec 2017 15:42:40 GMT",
"version": "v1"
}
] | 2017-12-20 | [
[
"Fablet",
"Ronan",
""
],
[
"Ouala",
"Said",
""
],
[
"Herzet",
"Cedric",
""
]
] | Due to the increasing availability of large-scale observation and simulation datasets, data-driven representations arise as efficient and relevant computation representations of dynamical systems for a wide range of applications, where model-driven models based on ordinary differential equation remain the state-of-the-... |
2406.07716 | Sm Shaqib | Md. Mahmudul Hasan, SM Shaqib, Ms. Sharmin Akter, Rabiul Alam, Afraz
Ul Haque, Shahrun akter khushbu | Unleashing the Power of Transfer Learning Model for Sophisticated Insect
Detection: Revolutionizing Insect Classification | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The purpose of the Insect Detection System for Crop and Plant Health is to
keep an eye out for and identify insect infestations in farming areas. By
utilizing cutting-edge technology like computer vision and machine learning,
the system seeks to identify hazardous insects early and accurately. This would
enable promp... | [
{
"created": "Tue, 11 Jun 2024 20:52:42 GMT",
"version": "v1"
}
] | 2024-06-13 | [
[
"Hasan",
"Md. Mahmudul",
""
],
[
"Shaqib",
"SM",
""
],
[
"Akter",
"Ms. Sharmin",
""
],
[
"Alam",
"Rabiul",
""
],
[
"Haque",
"Afraz Ul",
""
],
[
"khushbu",
"Shahrun akter",
""
]
] | The purpose of the Insect Detection System for Crop and Plant Health is to keep an eye out for and identify insect infestations in farming areas. By utilizing cutting-edge technology like computer vision and machine learning, the system seeks to identify hazardous insects early and accurately. This would enable prompt ... |
2401.10150 | Changgu Chen | Changgu Chen, Junwei Shu, Lianggangxu Chen, Gaoqi He, Changbo Wang and
Yang Li | Motion-Zero: Zero-Shot Moving Object Control Framework for
Diffusion-Based Video Generation | Preprint | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent large-scale pre-trained diffusion models have demonstrated a powerful
generative ability to produce high-quality videos from detailed text
descriptions. However, exerting control over the motion of objects in videos
generated by any video diffusion model is a challenging problem. In this paper,
we propose a no... | [
{
"created": "Thu, 18 Jan 2024 17:22:37 GMT",
"version": "v1"
},
{
"created": "Fri, 19 Jan 2024 04:27:05 GMT",
"version": "v2"
},
{
"created": "Mon, 22 Jan 2024 02:40:52 GMT",
"version": "v3"
}
] | 2024-01-23 | [
[
"Chen",
"Changgu",
""
],
[
"Shu",
"Junwei",
""
],
[
"Chen",
"Lianggangxu",
""
],
[
"He",
"Gaoqi",
""
],
[
"Wang",
"Changbo",
""
],
[
"Li",
"Yang",
""
]
] | Recent large-scale pre-trained diffusion models have demonstrated a powerful generative ability to produce high-quality videos from detailed text descriptions. However, exerting control over the motion of objects in videos generated by any video diffusion model is a challenging problem. In this paper, we propose a nove... |
1305.1459 | Pier Stanislao Paolucci | Pier Stanislao Paolucci, Iuliana Bacivarov, Gert Goossens, Rainer
Leupers, Fr\'ed\'eric Rousseau, Christoph Schumacher, Lothar Thiele, Piero
Vicini | EURETILE 2010-2012 summary: first three years of activity of the
European Reference Tiled Experiment | 56 pages | null | 10.12837/2013T01 | null | cs.DC cs.AR cs.NE cs.OS cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This is the summary of first three years of activity of the EURETILE FP7
project 247846. EURETILE investigates and implements brain-inspired and
fault-tolerant foundational innovations to the system architecture of massively
parallel tiled computer architectures and the corresponding programming
paradigm. The executi... | [
{
"created": "Tue, 7 May 2013 10:22:31 GMT",
"version": "v1"
}
] | 2013-06-24 | [
[
"Paolucci",
"Pier Stanislao",
""
],
[
"Bacivarov",
"Iuliana",
""
],
[
"Goossens",
"Gert",
""
],
[
"Leupers",
"Rainer",
""
],
[
"Rousseau",
"Frédéric",
""
],
[
"Schumacher",
"Christoph",
""
],
[
"Thiele",
"Lotha... | This is the summary of first three years of activity of the EURETILE FP7 project 247846. EURETILE investigates and implements brain-inspired and fault-tolerant foundational innovations to the system architecture of massively parallel tiled computer architectures and the corresponding programming paradigm. The execution... |
2208.03541 | Pino Caballero-Gil | V Mora-Afonso, Pino Caballero-Gil, Jezabel Molina-Gil | Strong authentication on smart wireless devices | null | Second International Conference on Future Generation Communication
Technologies (FGCT 2013), pp. 137-142, | 10.1109/FGCT.2013.6767206 | null | cs.CR | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The rapid deployment of wireless technologies has given rise to the current
situation where mobile phones and other wireless devices have become essential
elements in all types of activities, including in the home. In particular,
smartphones and laptops are used for wirelessly sharing photos and documents,
playing ga... | [
{
"created": "Sat, 6 Aug 2022 16:42:39 GMT",
"version": "v1"
}
] | 2022-08-09 | [
[
"Mora-Afonso",
"V",
""
],
[
"Caballero-Gil",
"Pino",
""
],
[
"Molina-Gil",
"Jezabel",
""
]
] | The rapid deployment of wireless technologies has given rise to the current situation where mobile phones and other wireless devices have become essential elements in all types of activities, including in the home. In particular, smartphones and laptops are used for wirelessly sharing photos and documents, playing game... |
2109.09415 | Claudio Cicconetti | Claudio Cicconetti and Marco Conti and Andrea Passarella | Architecture and Performance Evaluation of Distributed Computation
Offloading in Edge Computing | null | Simulation Modelling Practice and Theory. Volume 101, May 2020,
102007 | 10.1016/j.simpat.2019.102007 | null | cs.DC cs.NI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Edge computing is an emerging paradigm to enable low-latency applications,
like mobile augmented reality, because it takes the computation on processing
devices that are closer to the users. On the other hand, the need for highly
scalable execution of stateless tasks for cloud systems is driving the
definition of new... | [
{
"created": "Mon, 20 Sep 2021 10:31:32 GMT",
"version": "v1"
}
] | 2021-09-21 | [
[
"Cicconetti",
"Claudio",
""
],
[
"Conti",
"Marco",
""
],
[
"Passarella",
"Andrea",
""
]
] | Edge computing is an emerging paradigm to enable low-latency applications, like mobile augmented reality, because it takes the computation on processing devices that are closer to the users. On the other hand, the need for highly scalable execution of stateless tasks for cloud systems is driving the definition of new t... |
2404.14246 | Adam Janovsky | Adam Janovsky, {\L}ukasz Chmielewski, Petr Svenda, Jan Jancar, Vashek
Matyas | Chain of trust: Unraveling references among Common Criteria certified
products | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | With 5394 security certificates of IT products and systems, the Common
Criteria for Information Technology Security Evaluation have bred an ecosystem
entangled with various kind of relations between the certified products. Yet,
the prevalence and nature of dependencies among Common Criteria certified
products remains... | [
{
"created": "Mon, 22 Apr 2024 14:59:35 GMT",
"version": "v1"
},
{
"created": "Thu, 25 Apr 2024 06:13:15 GMT",
"version": "v2"
}
] | 2024-04-26 | [
[
"Janovsky",
"Adam",
""
],
[
"Chmielewski",
"Łukasz",
""
],
[
"Svenda",
"Petr",
""
],
[
"Jancar",
"Jan",
""
],
[
"Matyas",
"Vashek",
""
]
] | With 5394 security certificates of IT products and systems, the Common Criteria for Information Technology Security Evaluation have bred an ecosystem entangled with various kind of relations between the certified products. Yet, the prevalence and nature of dependencies among Common Criteria certified products remains l... |
2408.05636 | Jacob Christopher | Jacob K Christopher, Brian R Bartoldson, Bhavya Kailkhura, Ferdinando
Fioretto | Speculative Diffusion Decoding: Accelerating Language Generation through
Diffusion | null | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Speculative decoding has emerged as a widely adopted method to accelerate
large language model inference without sacrificing the quality of the model
outputs. While this technique has facilitated notable speed improvements by
enabling parallel sequence verification, its efficiency remains inherently
limited by the re... | [
{
"created": "Sat, 10 Aug 2024 21:24:25 GMT",
"version": "v1"
}
] | 2024-08-13 | [
[
"Christopher",
"Jacob K",
""
],
[
"Bartoldson",
"Brian R",
""
],
[
"Kailkhura",
"Bhavya",
""
],
[
"Fioretto",
"Ferdinando",
""
]
] | Speculative decoding has emerged as a widely adopted method to accelerate large language model inference without sacrificing the quality of the model outputs. While this technique has facilitated notable speed improvements by enabling parallel sequence verification, its efficiency remains inherently limited by the reli... |
2403.19918 | Luke Rowe | Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian
Golemo, Felix Heide, Liam Paull, Christopher Pal | CtRL-Sim: Reactive and Controllable Driving Agents with Offline
Reinforcement Learning | 21 pages, 9 figures, 8 tables | null | null | null | cs.RO cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Evaluating autonomous vehicle stacks (AVs) in simulation typically involves
replaying driving logs from real-world recorded traffic. However, agents
replayed from offline data are not reactive and hard to intuitively control.
Existing approaches address these challenges by proposing methods that rely on
heuristics or... | [
{
"created": "Fri, 29 Mar 2024 02:10:19 GMT",
"version": "v1"
},
{
"created": "Fri, 14 Jun 2024 21:47:41 GMT",
"version": "v2"
}
] | 2024-06-18 | [
[
"Rowe",
"Luke",
""
],
[
"Girgis",
"Roger",
""
],
[
"Gosselin",
"Anthony",
""
],
[
"Carrez",
"Bruno",
""
],
[
"Golemo",
"Florian",
""
],
[
"Heide",
"Felix",
""
],
[
"Paull",
"Liam",
""
],
[
"Pal",
... | Evaluating autonomous vehicle stacks (AVs) in simulation typically involves replaying driving logs from real-world recorded traffic. However, agents replayed from offline data are not reactive and hard to intuitively control. Existing approaches address these challenges by proposing methods that rely on heuristics or g... |
2203.10629 | Matthew Sparr | Matthew Sparr | Explicit User Manipulation in Reinforcement Learning Based Recommender
Systems | null | null | null | null | cs.LG cs.IR | http://creativecommons.org/licenses/by/4.0/ | Recommender systems are highly prevalent in the modern world due to their
value to both users and platforms and services that employ them. Generally,
they can improve the user experience and help to increase satisfaction, but
they do not come without risks. One such risk is that of their effect on users
and their abi... | [
{
"created": "Sun, 20 Mar 2022 19:03:18 GMT",
"version": "v1"
}
] | 2022-03-22 | [
[
"Sparr",
"Matthew",
""
]
] | Recommender systems are highly prevalent in the modern world due to their value to both users and platforms and services that employ them. Generally, they can improve the user experience and help to increase satisfaction, but they do not come without risks. One such risk is that of their effect on users and their abili... |
2207.09592 | Nyteisha Bookert | Nyteisha Bookert (1), May Almousa (1), Mohd Anwar (1) ((1) North
Carolina Agricultural and Technical State University) | Inclusive Privacy Design for Older Adults Living in Ambient Assisted
Living | 5 pages, 1 figure, accepted to Workshop on Inclusive Privacy and
Security (WIPS 2022) | null | null | null | cs.CY | http://creativecommons.org/licenses/by/4.0/ | Ambient assisted living (AAL) environments support independence and quality
of life of older adults However, in an AAL environment, privacy-related issues
(e.g., unawareness, information disclosure, and lack of support) directly
impact older adults and bystanders (e.g., caregivers, service providers, etc.).
We explor... | [
{
"created": "Tue, 19 Jul 2022 23:44:16 GMT",
"version": "v1"
}
] | 2022-07-21 | [
[
"Bookert",
"Nyteisha",
""
],
[
"Almousa",
"May",
""
],
[
"Anwar",
"Mohd",
""
]
] | Ambient assisted living (AAL) environments support independence and quality of life of older adults However, in an AAL environment, privacy-related issues (e.g., unawareness, information disclosure, and lack of support) directly impact older adults and bystanders (e.g., caregivers, service providers, etc.). We explore ... |
1304.7842 | Gobithaasan Rudrusamy | R.U. Gobithaasan, J.M. Ali, Kenjiro T. Miura | The Logarithmic Curvature Graphs of Generalised Cornu Spirals | null | 2012 Punjab University Journal of Mathematics, 44, Pg.1-8 | null | null | cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Generalized Cornu Spiral (GCS) was first proposed by Ali et al. in 1995
[9]. Due to the monotonocity of its curvature function, the surface generated
with GCS segments has been considered as a high quality surface and it has
potential applications in surface design [2]. In this paper, the analysis of
GCS segment ... | [
{
"created": "Tue, 30 Apr 2013 03:10:31 GMT",
"version": "v1"
}
] | 2013-05-01 | [
[
"Gobithaasan",
"R. U.",
""
],
[
"Ali",
"J. M.",
""
],
[
"Miura",
"Kenjiro T.",
""
]
] | The Generalized Cornu Spiral (GCS) was first proposed by Ali et al. in 1995 [9]. Due to the monotonocity of its curvature function, the surface generated with GCS segments has been considered as a high quality surface and it has potential applications in surface design [2]. In this paper, the analysis of GCS segment is... |
2302.08198 | Francoise Grelaud | Patrick S\'egu\'ela, Nathalie Aussenac-Gilles (IRIT-MELODI, CNRS) | Un mod{\`e}le de base de connaissances terminologiques | in French language. 2{\`e}mes Rencontres Terminologie et Intelligence
Artificielle (TIA 1997), Groupe de recherche TIA : Terminologie et
intelligence artificielle, UT2 LeMirail, Toulouse, Apr 1997, Toulouse, France | null | null | null | cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the present paper, we argue that Terminological Knowledge Bases (TKB) are
all the more useful for addressing various needs as they do not fulfill formal
criteria. Moreover, they intend to clarify the terminology of a given domain by
illustrating term uses in various contexts. Thus we designed a TKB structure
inclu... | [
{
"created": "Thu, 16 Feb 2023 10:28:23 GMT",
"version": "v1"
}
] | 2023-02-17 | [
[
"Séguéla",
"Patrick",
"",
"IRIT-MELODI, CNRS"
],
[
"Aussenac-Gilles",
"Nathalie",
"",
"IRIT-MELODI, CNRS"
]
] | In the present paper, we argue that Terminological Knowledge Bases (TKB) are all the more useful for addressing various needs as they do not fulfill formal criteria. Moreover, they intend to clarify the terminology of a given domain by illustrating term uses in various contexts. Thus we designed a TKB structure includi... |
2112.01651 | Chuanzheng Sun | Zhiyuan Liu, Chuanzheng Sun, Yuxin Jiang, Shiqi Jiang, Mei Ming | Multi-modal application: Image Memes Generation | null | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Meme is an interesting word. Internet memes offer unique insights into the
changes in our perception of the world, the media and our own lives. If you
surf the Internet for long enough, you will see it somewhere on the Internet.
With the rise of social media platforms and convenient image dissemination,
Image Meme ha... | [
{
"created": "Fri, 3 Dec 2021 00:17:44 GMT",
"version": "v1"
}
] | 2021-12-06 | [
[
"Liu",
"Zhiyuan",
""
],
[
"Sun",
"Chuanzheng",
""
],
[
"Jiang",
"Yuxin",
""
],
[
"Jiang",
"Shiqi",
""
],
[
"Ming",
"Mei",
""
]
] | Meme is an interesting word. Internet memes offer unique insights into the changes in our perception of the world, the media and our own lives. If you surf the Internet for long enough, you will see it somewhere on the Internet. With the rise of social media platforms and convenient image dissemination, Image Meme has ... |
2404.11328 | Lorenzo Zaniboni | Yatish Pachigolla, Lorenzo Zaniboni, Mahdi Mahvari | Channel Estimation in TDD Cell-free Scenario using OTFS Modulation | Submitted to IEEE for possible pubblications | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | Channel estimation techniques for orthogonal time frequency space (OTFS)
modulation scheme are investigated. The orthogonal matching pursuit algorithm
is investigated with and without side channel information and an efficient data
placement is proposed alongside the pilot in the multi-user scenario based on
impulse p... | [
{
"created": "Wed, 17 Apr 2024 12:41:01 GMT",
"version": "v1"
}
] | 2024-04-18 | [
[
"Pachigolla",
"Yatish",
""
],
[
"Zaniboni",
"Lorenzo",
""
],
[
"Mahvari",
"Mahdi",
""
]
] | Channel estimation techniques for orthogonal time frequency space (OTFS) modulation scheme are investigated. The orthogonal matching pursuit algorithm is investigated with and without side channel information and an efficient data placement is proposed alongside the pilot in the multi-user scenario based on impulse pil... |
1812.00825 | Po-Hsuan Cameron Chen | Po-Hsuan Cameron Chen, Krishna Gadepalli, Robert MacDonald, Yun Liu,
Kunal Nagpal, Timo Kohlberger, Jeffrey Dean, Greg S. Corrado, Jason D. Hipp,
Martin C. Stumpe | Microscope 2.0: An Augmented Reality Microscope with Real-time
Artificial Intelligence Integration | null | Nature Medicine (2019) | 10.1038/s41591-019-0539-7 | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The brightfield microscope is instrumental in the visual examination of both
biological and physical samples at sub-millimeter scales. One key clinical
application has been in cancer histopathology, where the microscopic assessment
of the tissue samples is used for the diagnosis and staging of cancer and thus
guides ... | [
{
"created": "Wed, 21 Nov 2018 21:02:50 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Dec 2018 05:36:36 GMT",
"version": "v2"
}
] | 2020-06-03 | [
[
"Chen",
"Po-Hsuan Cameron",
""
],
[
"Gadepalli",
"Krishna",
""
],
[
"MacDonald",
"Robert",
""
],
[
"Liu",
"Yun",
""
],
[
"Nagpal",
"Kunal",
""
],
[
"Kohlberger",
"Timo",
""
],
[
"Dean",
"Jeffrey",
""
],
... | The brightfield microscope is instrumental in the visual examination of both biological and physical samples at sub-millimeter scales. One key clinical application has been in cancer histopathology, where the microscopic assessment of the tissue samples is used for the diagnosis and staging of cancer and thus guides cl... |
1607.06359 | Fatema Akbar | Fatema Akbar and Ingmar Weber | #Sleep_as_Android: Feasibility of Using Sleep Logs on Twitter for Sleep
Studies | This is a preprint of an article accepted to appear at IEEE ICHI 2016 | null | null | null | cs.HC cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Social media enjoys a growing popularity as a platform to seek and share
personal health information. For sleep studies using data from social media,
most researchers focused on inferring sleep-related artifacts from
self-reported anecdotal pointers to sleep patterns or issues such as insomnia.
The data shared by "qu... | [
{
"created": "Thu, 21 Jul 2016 15:18:27 GMT",
"version": "v1"
}
] | 2016-07-25 | [
[
"Akbar",
"Fatema",
""
],
[
"Weber",
"Ingmar",
""
]
] | Social media enjoys a growing popularity as a platform to seek and share personal health information. For sleep studies using data from social media, most researchers focused on inferring sleep-related artifacts from self-reported anecdotal pointers to sleep patterns or issues such as insomnia. The data shared by "quan... |
1607.04747 | Chao Lan | Chao Lan, Yuhao Yang, Xiaoli Li, Bo Luo, Jun Huan | Learning Social Circles in Ego Networks based on Multi-View Social
Graphs | This paper has been withdrawn by the author due to its current
unsatisfactory quality | null | null | null | cs.SI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In social network analysis, automatic social circle detection in ego-networks
is becoming a fundamental and important task, with many potential applications
such as user privacy protection or interest group recommendation. So far, most
studies have focused on addressing two questions, namely, how to detect
overlappin... | [
{
"created": "Sat, 16 Jul 2016 15:00:40 GMT",
"version": "v1"
},
{
"created": "Sat, 24 Dec 2016 02:27:15 GMT",
"version": "v2"
}
] | 2016-12-28 | [
[
"Lan",
"Chao",
""
],
[
"Yang",
"Yuhao",
""
],
[
"Li",
"Xiaoli",
""
],
[
"Luo",
"Bo",
""
],
[
"Huan",
"Jun",
""
]
] | In social network analysis, automatic social circle detection in ego-networks is becoming a fundamental and important task, with many potential applications such as user privacy protection or interest group recommendation. So far, most studies have focused on addressing two questions, namely, how to detect overlapping ... |
2304.10263 | Jianhui Li | Jianhui Li, Jianmin Li, Haoji Zhang, Shilong Liu, Zhengyi Wang, Zihao
Xiao, Kaiwen Zheng, Jun Zhu | PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single
Image | 20 pages, 21 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the 3D-aware image attribute editing problem in this paper, which
has wide applications in practice. Recent methods solved the problem by
training a shared encoder to map images into a 3D generator's latent space or
by per-image latent code optimization and then edited images in the latent
space. Despite the... | [
{
"created": "Thu, 20 Apr 2023 12:33:56 GMT",
"version": "v1"
}
] | 2023-04-21 | [
[
"Li",
"Jianhui",
""
],
[
"Li",
"Jianmin",
""
],
[
"Zhang",
"Haoji",
""
],
[
"Liu",
"Shilong",
""
],
[
"Wang",
"Zhengyi",
""
],
[
"Xiao",
"Zihao",
""
],
[
"Zheng",
"Kaiwen",
""
],
[
"Zhu",
"Jun",... | We study the 3D-aware image attribute editing problem in this paper, which has wide applications in practice. Recent methods solved the problem by training a shared encoder to map images into a 3D generator's latent space or by per-image latent code optimization and then edited images in the latent space. Despite their... |
2404.11118 | Xueyuan Gong | Xueyuan Gong, Yain-whar Si, Zheng Zhang, Xiaochen Yuan, Ke Wang,
Xinyuan Zhang, Cong Lin, and Xiaoxiang Liu | MHLR: Moving Haar Learning Rate Scheduler for Large-scale Face
Recognition Training with One GPU | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Face recognition (FR) has seen significant advancements due to the
utilization of large-scale datasets. Training deep FR models on large-scale
datasets with multiple GPUs is now a common practice. In fact, computing power
has evolved into a foundational and indispensable resource in the area of deep
learning. It is n... | [
{
"created": "Wed, 17 Apr 2024 07:06:22 GMT",
"version": "v1"
}
] | 2024-04-18 | [
[
"Gong",
"Xueyuan",
""
],
[
"Si",
"Yain-whar",
""
],
[
"Zhang",
"Zheng",
""
],
[
"Yuan",
"Xiaochen",
""
],
[
"Wang",
"Ke",
""
],
[
"Zhang",
"Xinyuan",
""
],
[
"Lin",
"Cong",
""
],
[
"Liu",
"Xiaox... | Face recognition (FR) has seen significant advancements due to the utilization of large-scale datasets. Training deep FR models on large-scale datasets with multiple GPUs is now a common practice. In fact, computing power has evolved into a foundational and indispensable resource in the area of deep learning. It is nea... |
2112.15072 | Sami Sarsa | Sami Sarsa, Juho Leinonen, Arto Hellas | Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of
Hyperparameters and Metrics on Performance and Replicability | 70 pages, 8 figures, submitted to JEDM, added acknowledgments,
modified after first round of review | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We review and evaluate a body of deep learning knowledge tracing (DLKT)
models with openly available and widely-used data sets, and with a novel data
set of students learning to program. The evaluated knowledge tracing models
include Vanilla-DKT, two Long Short-Term Memory Deep Knowledge Tracing
(LSTM-DKT) variants, ... | [
{
"created": "Thu, 30 Dec 2021 14:19:27 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jan 2022 20:15:21 GMT",
"version": "v2"
},
{
"created": "Sat, 2 Apr 2022 20:28:13 GMT",
"version": "v3"
},
{
"created": "Tue, 5 Apr 2022 10:41:33 GMT",
"version": "v4"
}
] | 2022-04-06 | [
[
"Sarsa",
"Sami",
""
],
[
"Leinonen",
"Juho",
""
],
[
"Hellas",
"Arto",
""
]
] | We review and evaluate a body of deep learning knowledge tracing (DLKT) models with openly available and widely-used data sets, and with a novel data set of students learning to program. The evaluated knowledge tracing models include Vanilla-DKT, two Long Short-Term Memory Deep Knowledge Tracing (LSTM-DKT) variants, tw... |
1906.06240 | Mario Almeida | Mario Almeida, Liang Wang, Jeremy Blackburn, Konstantina Papagiannaki,
Jon Crowcroft | Diffusing Your Mobile Apps: Extending In-Network Function Virtualization
to Mobile Function Offloading | null | null | null | null | cs.DC cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motivated by the huge disparity between the limited battery capacity of user
devices and the ever-growing energy demands of modern mobile apps, we propose
INFv. It is the first offloading system able to cache, migrate and dynamically
execute on demand functionality from mobile devices in ISP networks. It aims to
brid... | [
{
"created": "Fri, 14 Jun 2019 15:12:41 GMT",
"version": "v1"
}
] | 2019-06-17 | [
[
"Almeida",
"Mario",
""
],
[
"Wang",
"Liang",
""
],
[
"Blackburn",
"Jeremy",
""
],
[
"Papagiannaki",
"Konstantina",
""
],
[
"Crowcroft",
"Jon",
""
]
] | Motivated by the huge disparity between the limited battery capacity of user devices and the ever-growing energy demands of modern mobile apps, we propose INFv. It is the first offloading system able to cache, migrate and dynamically execute on demand functionality from mobile devices in ISP networks. It aims to bridge... |
2010.00757 | Zhe Jiang | Zhe Jiang, Marcus Stephen Kirby, Wenchong He, Arpan Man Sainju | Deep Learning for Earth Image Segmentation based on Imperfect Polyline
Labels with Annotation Errors | null | null | null | null | cs.CV cs.LG eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, deep learning techniques (e.g., U-Net, DeepLab) have
achieved tremendous success in image segmentation. The performance of these
models heavily relies on high-quality ground truth segment labels.
Unfortunately, in many real-world problems, ground truth segment labels often
have geometric annotation e... | [
{
"created": "Fri, 2 Oct 2020 02:54:06 GMT",
"version": "v1"
}
] | 2020-10-05 | [
[
"Jiang",
"Zhe",
""
],
[
"Kirby",
"Marcus Stephen",
""
],
[
"He",
"Wenchong",
""
],
[
"Sainju",
"Arpan Man",
""
]
] | In recent years, deep learning techniques (e.g., U-Net, DeepLab) have achieved tremendous success in image segmentation. The performance of these models heavily relies on high-quality ground truth segment labels. Unfortunately, in many real-world problems, ground truth segment labels often have geometric annotation err... |
2203.16792 | Yinfeng Gao | Qichao Zhang, Yinfeng Gao, Yikang Zhang, Youtian Guo, Dawei Ding,
Yunpeng Wang, Peng Sun, Dongbin Zhao | TrajGen: Generating Realistic and Diverse Trajectories with Reactive and
Feasible Agent Behaviors for Autonomous Driving | null | null | null | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Realistic and diverse simulation scenarios with reactive and feasible agent
behaviors can be used for validation and verification of self-driving system
performance without relying on expensive and time-consuming real-world testing.
Existing simulators rely on heuristic-based behavior models for background
vehicles, ... | [
{
"created": "Thu, 31 Mar 2022 04:48:29 GMT",
"version": "v1"
}
] | 2022-04-01 | [
[
"Zhang",
"Qichao",
""
],
[
"Gao",
"Yinfeng",
""
],
[
"Zhang",
"Yikang",
""
],
[
"Guo",
"Youtian",
""
],
[
"Ding",
"Dawei",
""
],
[
"Wang",
"Yunpeng",
""
],
[
"Sun",
"Peng",
""
],
[
"Zhao",
"Dong... | Realistic and diverse simulation scenarios with reactive and feasible agent behaviors can be used for validation and verification of self-driving system performance without relying on expensive and time-consuming real-world testing. Existing simulators rely on heuristic-based behavior models for background vehicles, wh... |
2209.01876 | Anastasios Giovanidis | Anastasios Giovanidis | SlateFree: a Model-Free Decomposition for Reinforcement Learning with
Slate Actions | 12 pages, 9 sub-figures | null | null | null | cs.LG cs.AI cs.IR cs.NI cs.SI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We consider the problem of sequential recommendations, where at each step an
agent proposes some slate of $N$ distinct items to a user from a much larger
catalog of size $K>>N$. The user has unknown preferences towards the
recommendations and the agent takes sequential actions that optimise (in our
case minimise) som... | [
{
"created": "Mon, 5 Sep 2022 10:15:16 GMT",
"version": "v1"
}
] | 2022-09-07 | [
[
"Giovanidis",
"Anastasios",
""
]
] | We consider the problem of sequential recommendations, where at each step an agent proposes some slate of $N$ distinct items to a user from a much larger catalog of size $K>>N$. The user has unknown preferences towards the recommendations and the agent takes sequential actions that optimise (in our case minimise) some ... |
1910.12363 | Dan Oneata | Dan Oneata, Cosmin George Alexandru, Marius Stanescu, Octavian Pascu,
Alexandru Magan, Adrian Postelnicu, Horia Cucu | The Quo Vadis submission at Traffic4cast 2019 | Extended abstract for the Traffic4cast competition from NeurIPS 2019 | null | null | null | cs.CV cs.LG stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We describe the submission of the Quo Vadis team to the Traffic4cast
competition, which was organized as part of the NeurIPS 2019 series of
challenges. Our system consists of a temporal regression module, implemented as
$1\times1$ 2d convolutions, augmented with spatio-temporal biases. We have
found that using biases... | [
{
"created": "Sun, 27 Oct 2019 21:50:30 GMT",
"version": "v1"
}
] | 2019-10-29 | [
[
"Oneata",
"Dan",
""
],
[
"Alexandru",
"Cosmin George",
""
],
[
"Stanescu",
"Marius",
""
],
[
"Pascu",
"Octavian",
""
],
[
"Magan",
"Alexandru",
""
],
[
"Postelnicu",
"Adrian",
""
],
[
"Cucu",
"Horia",
""
... | We describe the submission of the Quo Vadis team to the Traffic4cast competition, which was organized as part of the NeurIPS 2019 series of challenges. Our system consists of a temporal regression module, implemented as $1\times1$ 2d convolutions, augmented with spatio-temporal biases. We have found that using biases i... |
2401.04971 | Shu Chen | Shu Chen, Zitao Xu, Weike Pan, Qiang Yang, Zhong Ming | A Survey on Cross-Domain Sequential Recommendation | Accepted to the IJCAI 2024 Survey Track | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cross-domain sequential recommendation (CDSR) shifts the modeling of user
preferences from flat to stereoscopic by integrating and learning interaction
information from multiple domains at different granularities (ranging from
inter-sequence to intra-sequence and from single-domain to cross-domain). In
this survey, w... | [
{
"created": "Wed, 10 Jan 2024 07:31:26 GMT",
"version": "v1"
},
{
"created": "Fri, 19 Jan 2024 07:52:57 GMT",
"version": "v2"
},
{
"created": "Tue, 2 Apr 2024 12:34:19 GMT",
"version": "v3"
},
{
"created": "Fri, 17 May 2024 11:24:01 GMT",
"version": "v4"
}
] | 2024-05-20 | [
[
"Chen",
"Shu",
""
],
[
"Xu",
"Zitao",
""
],
[
"Pan",
"Weike",
""
],
[
"Yang",
"Qiang",
""
],
[
"Ming",
"Zhong",
""
]
] | Cross-domain sequential recommendation (CDSR) shifts the modeling of user preferences from flat to stereoscopic by integrating and learning interaction information from multiple domains at different granularities (ranging from inter-sequence to intra-sequence and from single-domain to cross-domain). In this survey, we ... |
2001.11482 | Zhuo Chen | Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi
Luo, Jian Wu, Xiong Xiao, Jinyu Li | Continuous speech separation: dataset and analysis | null | null | null | null | cs.SD cs.LG eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes a dataset and protocols for evaluating continuous speech
separation algorithms. Most prior studies on speech separation use
pre-segmented signals of artificially mixed speech utterances which are mostly
\emph{fully} overlapped, and the algorithms are evaluated based on
signal-to-distortion ratio ... | [
{
"created": "Thu, 30 Jan 2020 18:01:31 GMT",
"version": "v1"
},
{
"created": "Sat, 11 Apr 2020 03:25:41 GMT",
"version": "v2"
},
{
"created": "Thu, 7 May 2020 09:13:27 GMT",
"version": "v3"
}
] | 2020-05-08 | [
[
"Chen",
"Zhuo",
""
],
[
"Yoshioka",
"Takuya",
""
],
[
"Lu",
"Liang",
""
],
[
"Zhou",
"Tianyan",
""
],
[
"Meng",
"Zhong",
""
],
[
"Luo",
"Yi",
""
],
[
"Wu",
"Jian",
""
],
[
"Xiao",
"Xiong",
"... | This paper describes a dataset and protocols for evaluating continuous speech separation algorithms. Most prior studies on speech separation use pre-segmented signals of artificially mixed speech utterances which are mostly \emph{fully} overlapped, and the algorithms are evaluated based on signal-to-distortion ratio or... |
2202.07706 | Kehan Wang | Kehan Wang, David Chan, Seth Z. Zhao, John Canny, Avideh Zakhor | Misinformation Detection in Social Media Video Posts | We discovered an error in our dataset construction where retweets
were not properly filtered. This resulted in test data leakage in training
data, and the results reported are affected | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the growing adoption of short-form video by social media platforms,
reducing the spread of misinformation through video posts has become a critical
challenge for social media providers. In this paper, we develop methods to
detect misinformation in social media posts, exploiting modalities such as
video and text.... | [
{
"created": "Tue, 15 Feb 2022 20:14:54 GMT",
"version": "v1"
},
{
"created": "Sun, 31 Jul 2022 00:50:37 GMT",
"version": "v2"
}
] | 2022-08-02 | [
[
"Wang",
"Kehan",
""
],
[
"Chan",
"David",
""
],
[
"Zhao",
"Seth Z.",
""
],
[
"Canny",
"John",
""
],
[
"Zakhor",
"Avideh",
""
]
] | With the growing adoption of short-form video by social media platforms, reducing the spread of misinformation through video posts has become a critical challenge for social media providers. In this paper, we develop methods to detect misinformation in social media posts, exploiting modalities such as video and text. D... |
2404.12013 | Semih Yagcioglu | Semih Yagcioglu, Osman Batur \.Ince, Aykut Erdem, Erkut Erdem, Desmond
Elliott, Deniz Yuret | Sequential Compositional Generalization in Multimodal Models | Accepted to the main conference of NAACL (2024) as a long paper | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | The rise of large-scale multimodal models has paved the pathway for
groundbreaking advances in generative modeling and reasoning, unlocking
transformative applications in a variety of complex tasks. However, a pressing
question that remains is their genuine capability for stronger forms of
generalization, which has b... | [
{
"created": "Thu, 18 Apr 2024 09:04:15 GMT",
"version": "v1"
}
] | 2024-04-19 | [
[
"Yagcioglu",
"Semih",
""
],
[
"İnce",
"Osman Batur",
""
],
[
"Erdem",
"Aykut",
""
],
[
"Erdem",
"Erkut",
""
],
[
"Elliott",
"Desmond",
""
],
[
"Yuret",
"Deniz",
""
]
] | The rise of large-scale multimodal models has paved the pathway for groundbreaking advances in generative modeling and reasoning, unlocking transformative applications in a variety of complex tasks. However, a pressing question that remains is their genuine capability for stronger forms of generalization, which has bee... |
1710.02546 | Xuemei Xie | Xuemei Xie, Chenye Wang, Shu Chen, Guangming Shi, Zhifu Zhao | Real-Time Illegal Parking Detection System Based on Deep Learning | 5pages,6figures | null | 10.1145/3094243.3094261 | null | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The increasing illegal parking has become more and more serious. Nowadays the
methods of detecting illegally parked vehicles are based on background
segmentation. However, this method is weakly robust and sensitive to
environment. Benefitting from deep learning, this paper proposes a novel
illegal vehicle parking det... | [
{
"created": "Thu, 5 Oct 2017 07:57:29 GMT",
"version": "v1"
}
] | 2017-10-10 | [
[
"Xie",
"Xuemei",
""
],
[
"Wang",
"Chenye",
""
],
[
"Chen",
"Shu",
""
],
[
"Shi",
"Guangming",
""
],
[
"Zhao",
"Zhifu",
""
]
] | The increasing illegal parking has become more and more serious. Nowadays the methods of detecting illegally parked vehicles are based on background segmentation. However, this method is weakly robust and sensitive to environment. Benefitting from deep learning, this paper proposes a novel illegal vehicle parking detec... |
cs/0501045 | Kenneth Clarkson | Kenneth L. Clarkson and Kasturi Varadarajan | Improved Approximation Algorithms for Geometric Set Cover | null | null | null | null | cs.CG cs.DS | null | Given a collection S of subsets of some set U, and M a subset of U, the set
cover problem is to find the smallest subcollection C of S such that M is a
subset of the union of the sets in C. While the general problem is NP-hard to
solve, even approximately, here we consider some geometric special cases, where
usually ... | [
{
"created": "Thu, 20 Jan 2005 21:31:22 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Clarkson",
"Kenneth L.",
""
],
[
"Varadarajan",
"Kasturi",
""
]
] | Given a collection S of subsets of some set U, and M a subset of U, the set cover problem is to find the smallest subcollection C of S such that M is a subset of the union of the sets in C. While the general problem is NP-hard to solve, even approximately, here we consider some geometric special cases, where usually U ... |
2004.14547 | Xiaoteng Ma | Xiaoteng Ma, Li Xia, Zhengyuan Zhou, Jun Yang, Qianchuan Zhao | DSAC: Distributional Soft Actor Critic for Risk-Sensitive Reinforcement
Learning | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we present a new reinforcement learning (RL) algorithm called
Distributional Soft Actor Critic (DSAC), which exploits the distributional
information of accumulated rewards to achieve better performance. Seamlessly
integrating SAC (which uses entropy to encourage exploration) with a principled
distribut... | [
{
"created": "Thu, 30 Apr 2020 02:23:15 GMT",
"version": "v1"
},
{
"created": "Thu, 11 Jun 2020 02:08:35 GMT",
"version": "v2"
}
] | 2020-06-12 | [
[
"Ma",
"Xiaoteng",
""
],
[
"Xia",
"Li",
""
],
[
"Zhou",
"Zhengyuan",
""
],
[
"Yang",
"Jun",
""
],
[
"Zhao",
"Qianchuan",
""
]
] | In this paper, we present a new reinforcement learning (RL) algorithm called Distributional Soft Actor Critic (DSAC), which exploits the distributional information of accumulated rewards to achieve better performance. Seamlessly integrating SAC (which uses entropy to encourage exploration) with a principled distributio... |
0902.2866 | Alain Barrat | Ciro Cattuto, Alain Barrat (CPT), Andrea Baldassarri, G. Schehr (LPT),
Vittorio Loreto | Collective dynamics of social annotation | null | Proceeding of the national academy of sciences 106 (2009) 10511 | 10.1073/pnas.0901136106 | null | cs.CY cond-mat.stat-mech physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The enormous increase of popularity and use of the WWW has led in the recent
years to important changes in the ways people communicate. An interesting
example of this fact is provided by the now very popular social annotation
systems, through which users annotate resources (such as web pages or digital
photographs) w... | [
{
"created": "Tue, 17 Feb 2009 08:58:54 GMT",
"version": "v1"
},
{
"created": "Thu, 30 Apr 2009 12:09:47 GMT",
"version": "v2"
}
] | 2009-07-02 | [
[
"Cattuto",
"Ciro",
"",
"CPT"
],
[
"Barrat",
"Alain",
"",
"CPT"
],
[
"Baldassarri",
"Andrea",
"",
"LPT"
],
[
"Schehr",
"G.",
"",
"LPT"
],
[
"Loreto",
"Vittorio",
""
]
] | The enormous increase of popularity and use of the WWW has led in the recent years to important changes in the ways people communicate. An interesting example of this fact is provided by the now very popular social annotation systems, through which users annotate resources (such as web pages or digital photographs) wit... |
2207.01193 | Huimin Chen | Huimin Chen, Fengran Mo, Yanhao Wang, Cen Chen, Jian-Yun Nie, Chengyu
Wang and Jamie Cui | A Customized Text Sanitization Mechanism with Differential Privacy | This work has been accepted to the Findings of ACL 2023 | https://aclanthology.org/2023.findings-acl.355/ | 10.18653/v1/2023.findings-acl.355 | null | cs.CR cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As privacy issues are receiving increasing attention within the Natural
Language Processing (NLP) community, numerous methods have been proposed to
sanitize texts subject to differential privacy. However, the state-of-the-art
text sanitization mechanisms based on metric local differential privacy (MLDP)
do not apply ... | [
{
"created": "Mon, 4 Jul 2022 04:37:42 GMT",
"version": "v1"
},
{
"created": "Tue, 23 May 2023 04:52:19 GMT",
"version": "v2"
}
] | 2023-09-04 | [
[
"Chen",
"Huimin",
""
],
[
"Mo",
"Fengran",
""
],
[
"Wang",
"Yanhao",
""
],
[
"Chen",
"Cen",
""
],
[
"Nie",
"Jian-Yun",
""
],
[
"Wang",
"Chengyu",
""
],
[
"Cui",
"Jamie",
""
]
] | As privacy issues are receiving increasing attention within the Natural Language Processing (NLP) community, numerous methods have been proposed to sanitize texts subject to differential privacy. However, the state-of-the-art text sanitization mechanisms based on metric local differential privacy (MLDP) do not apply to... |
1202.2089 | Jiaming Xu | Jiaming Xu and Bruce Hajek | The Supermarket Game | Submitted to Stochastic Systems | null | null | null | cs.IT cs.GT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A supermarket game is considered with $N$ FCFS queues with unit exponential
service rate and global Poisson arrival rate $N \lambda$. Upon arrival each
customer chooses a number of queues to be sampled uniformly at random and joins
the least loaded sampled queue. Customers are assumed to have cost for both
waiting an... | [
{
"created": "Thu, 9 Feb 2012 19:42:28 GMT",
"version": "v1"
},
{
"created": "Sat, 22 Dec 2012 15:29:24 GMT",
"version": "v2"
}
] | 2012-12-27 | [
[
"Xu",
"Jiaming",
""
],
[
"Hajek",
"Bruce",
""
]
] | A supermarket game is considered with $N$ FCFS queues with unit exponential service rate and global Poisson arrival rate $N \lambda$. Upon arrival each customer chooses a number of queues to be sampled uniformly at random and joins the least loaded sampled queue. Customers are assumed to have cost for both waiting and ... |
2205.01440 | Daniel Graziotin | Verena Ebert, Daniel Graziotin, Stefan Wagner | How Are Communication Channels on GitHub Presented to Their Intended
Audience? -- A Thematic Analysis | 10 pages, 5 figures. Accepted for presentation at the International
Conference on Evaluation and Assessment in Software Engineering (EASE) 2022 | In Proceedings of the 26th International Conference on Evaluation
and Assessment in Software Engineering (EASE 2022). Association for Computing
Machinery, New York, NY, USA, 40-49 | 10.1145/3530019.3530024 | null | cs.SE cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Communication is essential in software development, and even more in
distributed settings. Communication activities need to be organized and
coordinated to defend against the threat of productivity losses, increases in
cognitive load, and stress among team members. With a plethora of communication
channels that were ... | [
{
"created": "Tue, 3 May 2022 11:57:53 GMT",
"version": "v1"
}
] | 2023-09-19 | [
[
"Ebert",
"Verena",
""
],
[
"Graziotin",
"Daniel",
""
],
[
"Wagner",
"Stefan",
""
]
] | Communication is essential in software development, and even more in distributed settings. Communication activities need to be organized and coordinated to defend against the threat of productivity losses, increases in cognitive load, and stress among team members. With a plethora of communication channels that were id... |
1810.09431 | Christopher Shulby | Christopher Dane Shulby, Leonardo Pombal, Vitor Jord\~ao, Guilherme
Ziolle, Bruno Martho, Ant\^onio Postal, Thiago Prochnow | Proactive Security: Embedded AI Solution for Violent and Abusive Speech
Recognition | 6 Pages, Bracis 2018 Preprint | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Violence is an epidemic in Brazil and a problem on the rise world-wide.
Mobile devices provide communication technologies which can be used to monitor
and alert about violent situations. However, current solutions, like panic
buttons or safe words, might increase the loss of life in violent situations.
We propose an ... | [
{
"created": "Mon, 22 Oct 2018 17:56:08 GMT",
"version": "v1"
}
] | 2018-10-23 | [
[
"Shulby",
"Christopher Dane",
""
],
[
"Pombal",
"Leonardo",
""
],
[
"Jordão",
"Vitor",
""
],
[
"Ziolle",
"Guilherme",
""
],
[
"Martho",
"Bruno",
""
],
[
"Postal",
"Antônio",
""
],
[
"Prochnow",
"Thiago",
""... | Violence is an epidemic in Brazil and a problem on the rise world-wide. Mobile devices provide communication technologies which can be used to monitor and alert about violent situations. However, current solutions, like panic buttons or safe words, might increase the loss of life in violent situations. We propose an em... |
1703.09499 | Yangyang Li | Yangyang Li and Ruqian Lu | Locality preserving projection on SPD matrix Lie group: algorithm and
analysis | 15 pages, 3 tables | null | null | null | cs.CV cs.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Symmetric positive definite (SPD) matrices used as feature descriptors in
image recognition are usually high dimensional. Traditional manifold learning
is only applicable for reducing the dimension of high-dimensional vector-form
data. For high-dimensional SPD matrices, directly using manifold learning
algorithms to ... | [
{
"created": "Tue, 28 Mar 2017 10:38:22 GMT",
"version": "v1"
},
{
"created": "Thu, 16 Nov 2017 02:47:32 GMT",
"version": "v2"
}
] | 2017-11-17 | [
[
"Li",
"Yangyang",
""
],
[
"Lu",
"Ruqian",
""
]
] | Symmetric positive definite (SPD) matrices used as feature descriptors in image recognition are usually high dimensional. Traditional manifold learning is only applicable for reducing the dimension of high-dimensional vector-form data. For high-dimensional SPD matrices, directly using manifold learning algorithms to re... |
2209.10868 | Chengran Yang | Yang Chengran, Bowen Xu, Ferdian Thung, Yucen Shi, Ting Zhang, Zhou
Yang, Xin Zhou, Jieke Shi, Junda He, DongGyun Han, David Lo | Answer Summarization for Technical Queries: Benchmark and New Approach | Accepted by ASE 2022 | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Prior studies have demonstrated that approaches to generate an answer summary
for a given technical query in Software Question and Answer (SQA) sites are
desired. We find that existing approaches are assessed solely through user
studies. There is a need for a benchmark with ground truth summaries to
complement assess... | [
{
"created": "Thu, 22 Sep 2022 09:05:46 GMT",
"version": "v1"
}
] | 2022-09-23 | [
[
"Chengran",
"Yang",
""
],
[
"Xu",
"Bowen",
""
],
[
"Thung",
"Ferdian",
""
],
[
"Shi",
"Yucen",
""
],
[
"Zhang",
"Ting",
""
],
[
"Yang",
"Zhou",
""
],
[
"Zhou",
"Xin",
""
],
[
"Shi",
"Jieke",
... | Prior studies have demonstrated that approaches to generate an answer summary for a given technical query in Software Question and Answer (SQA) sites are desired. We find that existing approaches are assessed solely through user studies. There is a need for a benchmark with ground truth summaries to complement assessme... |
2310.09242 | Nitinder Mohan Dr. | Nitinder Mohan, Andrew Ferguson, Hendrik Cech, Prakita Rayyan Renatin,
Rohan Bose, Mahesh Marina, J\"org Ott | A Multifaceted Look at Starlink Performance | Accepted in ACM Web Conference 2024 (WWW 24) | In Proceedings of ACM Web Conference 2024 (WWW 24) | 10.1145/3589334.3645328 | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | In recent years, Low-Earth Orbit (LEO) mega-constellations have emerged as a
promising network technology and have ushered in a new era for democratizing
Internet access. The Starlink network from SpaceX stands out as the only
consumer-facing LEO network with over 2M+ customers and more than 4000
operational satellit... | [
{
"created": "Fri, 13 Oct 2023 16:47:26 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Feb 2024 15:47:07 GMT",
"version": "v2"
}
] | 2024-02-23 | [
[
"Mohan",
"Nitinder",
""
],
[
"Ferguson",
"Andrew",
""
],
[
"Cech",
"Hendrik",
""
],
[
"Renatin",
"Prakita Rayyan",
""
],
[
"Bose",
"Rohan",
""
],
[
"Marina",
"Mahesh",
""
],
[
"Ott",
"Jörg",
""
]
] | In recent years, Low-Earth Orbit (LEO) mega-constellations have emerged as a promising network technology and have ushered in a new era for democratizing Internet access. The Starlink network from SpaceX stands out as the only consumer-facing LEO network with over 2M+ customers and more than 4000 operational satellites... |
1909.13794 | YunKai Wang | Yunkai Wang, Shenhan Jia, Zexi Chen, Zheyuan Huang, Rong Xiong | Multi-agent Collaboration for Feasible Collaborative Behavior
Construction and Evaluation | 7 pages, IEEE ROBIO 2019 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the case of the two-person zero-sum stochastic game with a central
controller, this paper proposes a best collaborative behavior search and
selection algorithm based on reinforcement learning, in response to how to
choose the best collaborative object and action for the central controller. In
view of the existing ... | [
{
"created": "Mon, 30 Sep 2019 15:43:49 GMT",
"version": "v1"
}
] | 2019-10-01 | [
[
"Wang",
"Yunkai",
""
],
[
"Jia",
"Shenhan",
""
],
[
"Chen",
"Zexi",
""
],
[
"Huang",
"Zheyuan",
""
],
[
"Xiong",
"Rong",
""
]
] | In the case of the two-person zero-sum stochastic game with a central controller, this paper proposes a best collaborative behavior search and selection algorithm based on reinforcement learning, in response to how to choose the best collaborative object and action for the central controller. In view of the existing mu... |
1312.0786 | Yong Liu | Yiyi Liao, Yue Wang, Yong Liu | Image Representation Learning Using Graph Regularized Auto-Encoders | 9pages | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the problem of image representation for the tasks of unsupervised
learning and semi-supervised learning. In those learning tasks, the raw image
vectors may not provide enough representation for their intrinsic structures
due to their highly dense feature space. To overcome this problem, the raw
image vect... | [
{
"created": "Tue, 3 Dec 2013 11:59:57 GMT",
"version": "v1"
},
{
"created": "Wed, 19 Feb 2014 11:13:57 GMT",
"version": "v2"
}
] | 2014-02-20 | [
[
"Liao",
"Yiyi",
""
],
[
"Wang",
"Yue",
""
],
[
"Liu",
"Yong",
""
]
] | We consider the problem of image representation for the tasks of unsupervised learning and semi-supervised learning. In those learning tasks, the raw image vectors may not provide enough representation for their intrinsic structures due to their highly dense feature space. To overcome this problem, the raw image vector... |
2008.11256 | Gilbert Bernstein | Gilbert Bernstein and Michael Mara and Tzu-Mao Li and Dougal Maclaurin
and Jonathan Ragan-Kelley | Differentiating a Tensor Language | In-progress Draft; unsubmitted | null | null | null | cs.PL cs.GR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | How does one compile derivatives of tensor programs, such that the resulting
code is purely functional (hence easier to optimize and parallelize) and
provably efficient relative to the original program? We show that naively
differentiating tensor code---as done in popular systems like Tensorflow and
PyTorch---can cau... | [
{
"created": "Tue, 25 Aug 2020 20:30:05 GMT",
"version": "v1"
}
] | 2020-10-01 | [
[
"Bernstein",
"Gilbert",
""
],
[
"Mara",
"Michael",
""
],
[
"Li",
"Tzu-Mao",
""
],
[
"Maclaurin",
"Dougal",
""
],
[
"Ragan-Kelley",
"Jonathan",
""
]
] | How does one compile derivatives of tensor programs, such that the resulting code is purely functional (hence easier to optimize and parallelize) and provably efficient relative to the original program? We show that naively differentiating tensor code---as done in popular systems like Tensorflow and PyTorch---can cause... |
2008.10449 | Feng Xia | Feng Xia, Qiuyuan Yang, Jie Li, Jiannong Cao, Li Liu, Ahmedin Mohammed
Ahmed | Data Dissemination Using Interest Tree in Socially Aware Networking | 13 pages, 9 figures | Computer Networks, Vol. 91, November 2015, pp: 495-507 | 10.1016/j.comnet.2015.08.047 | null | cs.SI cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Socially aware networking (SAN) exploits social characteristics of mobile
users to streamline data dissemination protocols in opportunistic environments.
Existing protocols in this area utilized various social features such as user
interests, social similarity, and community structure to improve the
performance of da... | [
{
"created": "Sun, 9 Aug 2020 03:45:52 GMT",
"version": "v1"
}
] | 2020-08-25 | [
[
"Xia",
"Feng",
""
],
[
"Yang",
"Qiuyuan",
""
],
[
"Li",
"Jie",
""
],
[
"Cao",
"Jiannong",
""
],
[
"Liu",
"Li",
""
],
[
"Ahmed",
"Ahmedin Mohammed",
""
]
] | Socially aware networking (SAN) exploits social characteristics of mobile users to streamline data dissemination protocols in opportunistic environments. Existing protocols in this area utilized various social features such as user interests, social similarity, and community structure to improve the performance of data... |
2308.04022 | Quan Li | Longfei Chen, Qianyu Liu, Chenyang Zhang, Yangkun Huang, Zhenhui Peng,
Haipeng Zeng, Zhida Sun, Xiaojuan Ma, and Quan Li | Amplifying the Music Listening Experience through Song Comments on Music
Streaming Platforms | In the Proceedings of ChinaVis 2023 | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Music streaming services are increasingly popular among younger generations
who seek social experiences through personal expression and sharing of
subjective feelings in comments. However, such emotional aspects are often
ignored by current platforms, which affects the listeners' ability to find
music that triggers s... | [
{
"created": "Tue, 8 Aug 2023 03:35:20 GMT",
"version": "v1"
}
] | 2023-08-09 | [
[
"Chen",
"Longfei",
""
],
[
"Liu",
"Qianyu",
""
],
[
"Zhang",
"Chenyang",
""
],
[
"Huang",
"Yangkun",
""
],
[
"Peng",
"Zhenhui",
""
],
[
"Zeng",
"Haipeng",
""
],
[
"Sun",
"Zhida",
""
],
[
"Ma",
"... | Music streaming services are increasingly popular among younger generations who seek social experiences through personal expression and sharing of subjective feelings in comments. However, such emotional aspects are often ignored by current platforms, which affects the listeners' ability to find music that triggers spe... |
2310.17163 | Yingwen Wu | Yingwen Wu, Tao Li, Xinwen Cheng, Jie Yang, Xiaolin Huang | Low-Dimensional Gradient Helps Out-of-Distribution Detection | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Detecting out-of-distribution (OOD) samples is essential for ensuring the
reliability of deep neural networks (DNNs) in real-world scenarios. While
previous research has predominantly investigated the disparity between
in-distribution (ID) and OOD data through forward information analysis, the
discrepancy in paramete... | [
{
"created": "Thu, 26 Oct 2023 05:28:32 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Jul 2024 02:59:23 GMT",
"version": "v2"
}
] | 2024-07-23 | [
[
"Wu",
"Yingwen",
""
],
[
"Li",
"Tao",
""
],
[
"Cheng",
"Xinwen",
""
],
[
"Yang",
"Jie",
""
],
[
"Huang",
"Xiaolin",
""
]
] | Detecting out-of-distribution (OOD) samples is essential for ensuring the reliability of deep neural networks (DNNs) in real-world scenarios. While previous research has predominantly investigated the disparity between in-distribution (ID) and OOD data through forward information analysis, the discrepancy in parameter ... |
cs/0612062 | Federico Calzolari | Federico Calzolari, Michele Mammini, Monica Monachini | Unifying Lexicons in view of a Phonological and Morphological Lexical DB | 4 pages | null | null | null | cs.IR | null | The present work falls in the line of activities promoted by the European
Languguage Resource Association (ELRA) Production Committee (PCom) and raises
issues in methods, procedures and tools for the reusability, creation, and
management of Language Resources. A two-fold purpose lies behind this
experiment. The first... | [
{
"created": "Mon, 11 Dec 2006 14:45:49 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Calzolari",
"Federico",
""
],
[
"Mammini",
"Michele",
""
],
[
"Monachini",
"Monica",
""
]
] | The present work falls in the line of activities promoted by the European Languguage Resource Association (ELRA) Production Committee (PCom) and raises issues in methods, procedures and tools for the reusability, creation, and management of Language Resources. A two-fold purpose lies behind this experiment. The first a... |
2004.10956 | Xiaoyu Tao | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei,
Yihong Gong | Few-Shot Class-Incremental Learning | Accepted by CVPR 2020 (oral) | null | null | null | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ability to incrementally learn new classes is crucial to the development
of real-world artificial intelligence systems. In this paper, we focus on a
challenging but practical few-shot class-incremental learning (FSCIL) problem.
FSCIL requires CNN models to incrementally learn new classes from very few
labelled sa... | [
{
"created": "Thu, 23 Apr 2020 03:38:33 GMT",
"version": "v1"
},
{
"created": "Fri, 24 Apr 2020 02:12:32 GMT",
"version": "v2"
}
] | 2020-04-27 | [
[
"Tao",
"Xiaoyu",
""
],
[
"Hong",
"Xiaopeng",
""
],
[
"Chang",
"Xinyuan",
""
],
[
"Dong",
"Songlin",
""
],
[
"Wei",
"Xing",
""
],
[
"Gong",
"Yihong",
""
]
] | The ability to incrementally learn new classes is crucial to the development of real-world artificial intelligence systems. In this paper, we focus on a challenging but practical few-shot class-incremental learning (FSCIL) problem. FSCIL requires CNN models to incrementally learn new classes from very few labelled samp... |
2302.00070 | Ching-Yao Chuang | Ching-Yao Chuang, Varun Jampani, Yuanzhen Li, Antonio Torralba,
Stefanie Jegelka | Debiasing Vision-Language Models via Biased Prompts | null | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by/4.0/ | Machine learning models have been shown to inherit biases from their training
datasets. This can be particularly problematic for vision-language foundation
models trained on uncurated datasets scraped from the internet. The biases can
be amplified and propagated to downstream applications like zero-shot
classifiers a... | [
{
"created": "Tue, 31 Jan 2023 20:09:33 GMT",
"version": "v1"
},
{
"created": "Mon, 15 May 2023 07:51:14 GMT",
"version": "v2"
}
] | 2023-05-16 | [
[
"Chuang",
"Ching-Yao",
""
],
[
"Jampani",
"Varun",
""
],
[
"Li",
"Yuanzhen",
""
],
[
"Torralba",
"Antonio",
""
],
[
"Jegelka",
"Stefanie",
""
]
] | Machine learning models have been shown to inherit biases from their training datasets. This can be particularly problematic for vision-language foundation models trained on uncurated datasets scraped from the internet. The biases can be amplified and propagated to downstream applications like zero-shot classifiers and... |
2404.15157 | Si Chen | Si Chen, Feiyang Kang, Ning Yu, Ruoxi Jia | FASTTRACK: Fast and Accurate Fact Tracing for LLMs | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Fact tracing seeks to identify specific training examples that serve as the
knowledge source for a given query. Existing approaches to fact tracing rely on
assessing the similarity between each training sample and the query along a
certain dimension, such as lexical similarity, gradient, or embedding space.
However, ... | [
{
"created": "Mon, 22 Apr 2024 00:07:55 GMT",
"version": "v1"
}
] | 2024-04-24 | [
[
"Chen",
"Si",
""
],
[
"Kang",
"Feiyang",
""
],
[
"Yu",
"Ning",
""
],
[
"Jia",
"Ruoxi",
""
]
] | Fact tracing seeks to identify specific training examples that serve as the knowledge source for a given query. Existing approaches to fact tracing rely on assessing the similarity between each training sample and the query along a certain dimension, such as lexical similarity, gradient, or embedding space. However, th... |
2001.09977 | Daniel de Freitas Adiwardana | Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah
Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng
Lu, Quoc V. Le | Towards a Human-like Open-Domain Chatbot | 38 pages, 12 figures | null | null | null | cs.CL cs.LG cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present Meena, a multi-turn open-domain chatbot trained end-to-end on data
mined and filtered from public domain social media conversations. This 2.6B
parameter neural network is simply trained to minimize perplexity of the next
token. We also propose a human evaluation metric called Sensibleness and
Specificity A... | [
{
"created": "Mon, 27 Jan 2020 18:53:15 GMT",
"version": "v1"
},
{
"created": "Fri, 31 Jan 2020 18:58:14 GMT",
"version": "v2"
},
{
"created": "Thu, 27 Feb 2020 07:36:47 GMT",
"version": "v3"
}
] | 2020-02-28 | [
[
"Adiwardana",
"Daniel",
""
],
[
"Luong",
"Minh-Thang",
""
],
[
"So",
"David R.",
""
],
[
"Hall",
"Jamie",
""
],
[
"Fiedel",
"Noah",
""
],
[
"Thoppilan",
"Romal",
""
],
[
"Yang",
"Zi",
""
],
[
"Kulsh... | We present Meena, a multi-turn open-domain chatbot trained end-to-end on data mined and filtered from public domain social media conversations. This 2.6B parameter neural network is simply trained to minimize perplexity of the next token. We also propose a human evaluation metric called Sensibleness and Specificity Ave... |
2402.04028 | Erion \c{C}ano | Erion \c{C}ano, Dario Lamaj | AlbNews: A Corpus of Headlines for Topic Modeling in Albanian | null | null | null | null | cs.CL cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The scarcity of available text corpora for low-resource languages like
Albanian is a serious hurdle for research in natural language processing tasks.
This paper introduces AlbNews, a collection of 600 topically labeled news
headlines and 2600 unlabeled ones in Albanian. The data can be freely used for
conducting top... | [
{
"created": "Tue, 6 Feb 2024 14:24:28 GMT",
"version": "v1"
}
] | 2024-02-07 | [
[
"Çano",
"Erion",
""
],
[
"Lamaj",
"Dario",
""
]
] | The scarcity of available text corpora for low-resource languages like Albanian is a serious hurdle for research in natural language processing tasks. This paper introduces AlbNews, a collection of 600 topically labeled news headlines and 2600 unlabeled ones in Albanian. The data can be freely used for conducting topic... |
1407.1386 | Agi Kurucz | Christopher Hampson and Agi Kurucz | Undecidable propositional bimodal logics and one-variable first-order
linear temporal logics with counting | null | ACM TOCL vol. 16(3) (2015), 27:1-27:36 | 10.1145/2757285 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | First-order temporal logics are notorious for their bad computational
behaviour. It is known that even the two-variable monadic fragment is highly
undecidable over various linear timelines, and over branching time even
one-variable fragments might be undecidable. However, there have been several
attempts on finding w... | [
{
"created": "Sat, 5 Jul 2014 10:45:41 GMT",
"version": "v1"
},
{
"created": "Sat, 7 Feb 2015 10:55:40 GMT",
"version": "v2"
},
{
"created": "Mon, 8 Jun 2015 16:11:17 GMT",
"version": "v3"
}
] | 2015-08-17 | [
[
"Hampson",
"Christopher",
""
],
[
"Kurucz",
"Agi",
""
]
] | First-order temporal logics are notorious for their bad computational behaviour. It is known that even the two-variable monadic fragment is highly undecidable over various linear timelines, and over branching time even one-variable fragments might be undecidable. However, there have been several attempts on finding wel... |
2311.05965 | Kaiyan Zhang | Biqing Qi, Kaiyan Zhang, Haoxiang Li, Kai Tian, Sihang Zeng, Zhang-Ren
Chen, Bowen Zhou | Large Language Models are Zero Shot Hypothesis Proposers | Instruction Workshop @ NeurIPS 2023 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Significant scientific discoveries have driven the progress of human
civilisation. The explosion of scientific literature and data has created
information barriers across disciplines that have slowed the pace of scientific
discovery. Large Language Models (LLMs) hold a wealth of global and
interdisciplinary knowledge... | [
{
"created": "Fri, 10 Nov 2023 10:03:49 GMT",
"version": "v1"
}
] | 2023-11-13 | [
[
"Qi",
"Biqing",
""
],
[
"Zhang",
"Kaiyan",
""
],
[
"Li",
"Haoxiang",
""
],
[
"Tian",
"Kai",
""
],
[
"Zeng",
"Sihang",
""
],
[
"Chen",
"Zhang-Ren",
""
],
[
"Zhou",
"Bowen",
""
]
] | Significant scientific discoveries have driven the progress of human civilisation. The explosion of scientific literature and data has created information barriers across disciplines that have slowed the pace of scientific discovery. Large Language Models (LLMs) hold a wealth of global and interdisciplinary knowledge t... |
1303.5712 | Kuo-Chu Chang | Kuo-Chu Chang, Robert Fung | Symbolic Probabilistic Inference with Continuous Variables | Appears in Proceedings of the Seventh Conference on Uncertainty in
Artificial Intelligence (UAI1991) | null | null | UAI-P-1991-PG-77-81 | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Research on Symbolic Probabilistic Inference (SPI) [2, 3] has provided an
algorithm for resolving general queries in Bayesian networks. SPI applies the
concept of dependency directed backward search to probabilistic inference, and
is incremental with respect to both queries and observations. Unlike
traditional Bayesi... | [
{
"created": "Wed, 20 Mar 2013 15:30:11 GMT",
"version": "v1"
}
] | 2013-03-26 | [
[
"Chang",
"Kuo-Chu",
""
],
[
"Fung",
"Robert",
""
]
] | Research on Symbolic Probabilistic Inference (SPI) [2, 3] has provided an algorithm for resolving general queries in Bayesian networks. SPI applies the concept of dependency directed backward search to probabilistic inference, and is incremental with respect to both queries and observations. Unlike traditional Bayesian... |
2210.03630 | Rongqian Ma | Rongqian Ma | Boundaries, Extensions, and Challenges of Visualization for Humanities
Data: Reflections on Three Cases | null | null | null | null | cs.DL | http://creativecommons.org/licenses/by/4.0/ | This paper discusses problems of visualizing humanities data of various
forms, such as video data, archival data, and numeric-oriented social science
data, with three distinct case studies. By describing the visualization
practices and the issues that emerged from the process, this paper uses the
three cases to each ... | [
{
"created": "Fri, 7 Oct 2022 15:32:49 GMT",
"version": "v1"
}
] | 2022-10-10 | [
[
"Ma",
"Rongqian",
""
]
] | This paper discusses problems of visualizing humanities data of various forms, such as video data, archival data, and numeric-oriented social science data, with three distinct case studies. By describing the visualization practices and the issues that emerged from the process, this paper uses the three cases to each id... |
1703.00446 | Andjela Draganic | Zoja Vulaj, Andjela Draganic, Milos Brajovic, Irena Orovic | A tool for ECG signal analysis using standard and optimized Hermite
transform | accepted for presentation at the MECO 2017 conference (6th
Mediterranean Conference on Embedded Computing MECO 2017, Bar, Montenegro) | null | null | null | cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The development of a system that would ease the diagnosis of heart diseases
would also fasten the work of the cardiologic department in hospitals and
facilitate the monitoring of patients with portable devices. This paper
presents a tool for ECG signal analysis which is designed in Matlab. The
Hermite transform domai... | [
{
"created": "Wed, 1 Mar 2017 17:00:42 GMT",
"version": "v1"
},
{
"created": "Mon, 8 May 2017 16:56:04 GMT",
"version": "v2"
}
] | 2017-05-09 | [
[
"Vulaj",
"Zoja",
""
],
[
"Draganic",
"Andjela",
""
],
[
"Brajovic",
"Milos",
""
],
[
"Orovic",
"Irena",
""
]
] | The development of a system that would ease the diagnosis of heart diseases would also fasten the work of the cardiologic department in hospitals and facilitate the monitoring of patients with portable devices. This paper presents a tool for ECG signal analysis which is designed in Matlab. The Hermite transform domain ... |
2106.14949 | Damian Moctezuma Enriquez | Damian Moctezuma Enriquez, Eduardo Rodarte Leyva | Design for a blind stereoscopic picture taker | null | null | null | null | cs.RO cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | An Schematical Design for an Autonomous Picture taker used for obtaining
Point clouds from pictures taken inside a House. In this case we are proposing
the use of an equation programmed inside an embedded system that will be
tracking the points inside a room and then, open the space between two cameras
of same type i... | [
{
"created": "Mon, 28 Jun 2021 19:14:29 GMT",
"version": "v1"
}
] | 2021-06-30 | [
[
"Enriquez",
"Damian Moctezuma",
""
],
[
"Leyva",
"Eduardo Rodarte",
""
]
] | An Schematical Design for an Autonomous Picture taker used for obtaining Point clouds from pictures taken inside a House. In this case we are proposing the use of an equation programmed inside an embedded system that will be tracking the points inside a room and then, open the space between two cameras of same type in ... |
2302.13797 | Jianan Zhou | Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua
Chen | Learning Large Neighborhood Search for Vehicle Routing in Airport Ground
Handling | Accepted by IEEE Transactions on Knowledge and Data Engineering
(TKDE) | null | 10.1109/TKDE.2023.3249799 | null | cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Dispatching vehicle fleets to serve flights is a key task in airport ground
handling (AGH). Due to the notable growth of flights, it is challenging to
simultaneously schedule multiple types of operations (services) for a large
number of flights, where each type of operation is performed by one specific
vehicle fleet.... | [
{
"created": "Mon, 27 Feb 2023 14:16:36 GMT",
"version": "v1"
}
] | 2023-03-01 | [
[
"Zhou",
"Jianan",
""
],
[
"Wu",
"Yaoxin",
""
],
[
"Cao",
"Zhiguang",
""
],
[
"Song",
"Wen",
""
],
[
"Zhang",
"Jie",
""
],
[
"Chen",
"Zhenghua",
""
]
] | Dispatching vehicle fleets to serve flights is a key task in airport ground handling (AGH). Due to the notable growth of flights, it is challenging to simultaneously schedule multiple types of operations (services) for a large number of flights, where each type of operation is performed by one specific vehicle fleet. T... |
1801.08583 | Golshan Golnari | Golshan Golnari, Zhi-Li Zhang, Daniel Boley | Random Walk Fundamental Tensor and Its Applications to Network Analysis | null | null | null | null | cs.DM cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We first present a comprehensive review of various random walk metrics used
in the literature and express them in a consistent framework. We then introduce
fundamental tensor -- a generalization of the well-known fundamental matrix --
and show that classical random walk metrics can be derived from it in a unified
man... | [
{
"created": "Thu, 25 Jan 2018 20:01:07 GMT",
"version": "v1"
},
{
"created": "Fri, 16 Feb 2018 20:24:46 GMT",
"version": "v2"
},
{
"created": "Sat, 16 Jun 2018 04:35:31 GMT",
"version": "v3"
}
] | 2018-06-19 | [
[
"Golnari",
"Golshan",
""
],
[
"Zhang",
"Zhi-Li",
""
],
[
"Boley",
"Daniel",
""
]
] | We first present a comprehensive review of various random walk metrics used in the literature and express them in a consistent framework. We then introduce fundamental tensor -- a generalization of the well-known fundamental matrix -- and show that classical random walk metrics can be derived from it in a unified manne... |
1908.04478 | EPTCS | Thomas Seiller (CNRS, France), Steffen Jost (LMU Munich, Germany) | Proceedings Third Joint Workshop on Developments in Implicit
Computational complExity and Foundational & Practical Aspects of Resource
Analysis | null | EPTCS 298, 2019 | 10.4204/EPTCS.298 | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | These proceedings present the accepted regular papers and some selected
extended abstracts from the 3rd joint DICE-FOPARA workshop, which was held in
Prague, Czech Republic on April 6-7, 2019, as a part of ETAPS. The joint
workshop provides synergies by combining two complementary communities:
The 10th DICE worksho... | [
{
"created": "Tue, 13 Aug 2019 04:09:00 GMT",
"version": "v1"
}
] | 2019-08-14 | [
[
"Seiller",
"Thomas",
"",
"CNRS, France"
],
[
"Jost",
"Steffen",
"",
"LMU Munich, Germany"
]
] | These proceedings present the accepted regular papers and some selected extended abstracts from the 3rd joint DICE-FOPARA workshop, which was held in Prague, Czech Republic on April 6-7, 2019, as a part of ETAPS. The joint workshop provides synergies by combining two complementary communities: The 10th DICE workshop ex... |
1811.08624 | Steven Koester | Andrew W. Stephan, Jiaxi Hu, and Steven J. Koester | Benchmarking Inverse Rashba-Edelstein Magnetoelectric Devices for
Neuromorphic Computing | 8 pages, 6 figures | null | null | null | cs.ET | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a new design for a cellular neural network with spintronic neurons
and CMOS-based synapses. Harnessing the magnetoelectric and inverse
Rashba-Edelstein effects allows natural emulation of the behavior of an ideal
cellular network. This combination of effects offers an increase in speed and
efficiency over ... | [
{
"created": "Wed, 21 Nov 2018 08:12:59 GMT",
"version": "v1"
}
] | 2018-11-22 | [
[
"Stephan",
"Andrew W.",
""
],
[
"Hu",
"Jiaxi",
""
],
[
"Koester",
"Steven J.",
""
]
] | We propose a new design for a cellular neural network with spintronic neurons and CMOS-based synapses. Harnessing the magnetoelectric and inverse Rashba-Edelstein effects allows natural emulation of the behavior of an ideal cellular network. This combination of effects offers an increase in speed and efficiency over ot... |
1106.2325 | Shujie Hou | Shujie Hou, Robert C. Qiu, Zhe Chen, Zhen Hu | SVM and Dimensionality Reduction in Cognitive Radio with Experimental
Validation | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | There is a trend of applying machine learning algorithms to cognitive radio.
One fundamental open problem is to determine how and where these algorithms are
useful in a cognitive radio network. In radar and sensing signal processing,
the control of degrees of freedom (DOF)---or dimensionality---is the first
step, cal... | [
{
"created": "Sun, 12 Jun 2011 18:03:06 GMT",
"version": "v1"
}
] | 2011-06-14 | [
[
"Hou",
"Shujie",
""
],
[
"Qiu",
"Robert C.",
""
],
[
"Chen",
"Zhe",
""
],
[
"Hu",
"Zhen",
""
]
] | There is a trend of applying machine learning algorithms to cognitive radio. One fundamental open problem is to determine how and where these algorithms are useful in a cognitive radio network. In radar and sensing signal processing, the control of degrees of freedom (DOF)---or dimensionality---is the first step, calle... |
2106.00942 | Kourosh Hakhamaneshi | Kourosh Hakhamaneshi, Pieter Abbeel, Vladimir Stojanovic, Aditya
Grover | JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The goal of Multi-task Bayesian Optimization (MBO) is to minimize the number
of queries required to accurately optimize a target black-box function, given
access to offline evaluations of other auxiliary functions. When offline
datasets are large, the scalability of prior approaches comes at the expense of
expressivi... | [
{
"created": "Wed, 2 Jun 2021 05:03:38 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Mar 2022 17:53:59 GMT",
"version": "v2"
}
] | 2022-03-11 | [
[
"Hakhamaneshi",
"Kourosh",
""
],
[
"Abbeel",
"Pieter",
""
],
[
"Stojanovic",
"Vladimir",
""
],
[
"Grover",
"Aditya",
""
]
] | The goal of Multi-task Bayesian Optimization (MBO) is to minimize the number of queries required to accurately optimize a target black-box function, given access to offline evaluations of other auxiliary functions. When offline datasets are large, the scalability of prior approaches comes at the expense of expressivity... |
1702.07205 | Waldemar Koczkodaj Prof. | W.W. Koczkodaj and J.-P. Magnot and J. Mazurek and J.F. Peters and H.
Rakhshani and M. Soltys and D. Strza{\l}ka and J. Szybowski and A. Tozzi | On normalization of inconsistency indicators in pairwise comparisons | 15 pages, 3 figures | null | null | null | cs.DM | http://creativecommons.org/publicdomain/zero/1.0/ | In this study, we provide mathematical and practice-driven justification for
using $[0,1]$ normalization of inconsistency indicators in pairwise
comparisons. The need for normalization, as well as problems with the lack of
normalization, are presented. A new type of paradox of infinity is described.
| [
{
"created": "Thu, 23 Feb 2017 13:33:51 GMT",
"version": "v1"
},
{
"created": "Sat, 25 Feb 2017 17:48:19 GMT",
"version": "v2"
}
] | 2017-02-28 | [
[
"Koczkodaj",
"W. W.",
""
],
[
"Magnot",
"J. -P.",
""
],
[
"Mazurek",
"J.",
""
],
[
"Peters",
"J. F.",
""
],
[
"Rakhshani",
"H.",
""
],
[
"Soltys",
"M.",
""
],
[
"Strzałka",
"D.",
""
],
[
"Szybowski"... | In this study, we provide mathematical and practice-driven justification for using $[0,1]$ normalization of inconsistency indicators in pairwise comparisons. The need for normalization, as well as problems with the lack of normalization, are presented. A new type of paradox of infinity is described. |
2210.17505 | Roberto Casadei | Roberto Casadei, Stefano Mariani, Danilo Pianini, Mirko Viroli, Franco
Zambonelli | Space-Fluid Adaptive Sampling by Self-Organisation | null | Logical Methods in Computer Science, Volume 19, Issue 4 (December
18, 2023) lmcs:10233 | 10.46298/lmcs-19(4:29)2023 | null | cs.DC cs.AI cs.MA cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | A recurrent task in coordinated systems is managing (estimating, predicting,
or controlling) signals that vary in space, such as distributed sensed data or
computation outcomes. Especially in large-scale settings, the problem can be
addressed through decentralised and situated computing systems: nodes can
locally sen... | [
{
"created": "Mon, 31 Oct 2022 17:29:41 GMT",
"version": "v1"
},
{
"created": "Thu, 16 Mar 2023 17:31:22 GMT",
"version": "v2"
},
{
"created": "Tue, 1 Aug 2023 07:38:51 GMT",
"version": "v3"
},
{
"created": "Thu, 5 Oct 2023 10:46:56 GMT",
"version": "v4"
},
{
"cre... | 2024-02-14 | [
[
"Casadei",
"Roberto",
""
],
[
"Mariani",
"Stefano",
""
],
[
"Pianini",
"Danilo",
""
],
[
"Viroli",
"Mirko",
""
],
[
"Zambonelli",
"Franco",
""
]
] | A recurrent task in coordinated systems is managing (estimating, predicting, or controlling) signals that vary in space, such as distributed sensed data or computation outcomes. Especially in large-scale settings, the problem can be addressed through decentralised and situated computing systems: nodes can locally sense... |
2107.12235 | Marco De Nadai | Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo
Gallotti, Filippo Privitera, Bruno Lepri and Marco De Nadai | Living in a pandemic: adaptation of individual mobility and social
activity in the US | null | null | null | null | cs.CY cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The non-pharmaceutical interventions (NPIs), aimed at reducing the diffusion
of the COVID-19 pandemic, has dramatically influenced our behaviour in everyday
life. In this work, we study how individuals adapted their daily movements and
person-to-person contact patterns over time in response to the COVID-19
pandemic a... | [
{
"created": "Mon, 26 Jul 2021 14:27:22 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Aug 2021 13:18:43 GMT",
"version": "v2"
}
] | 2021-08-18 | [
[
"Lucchini",
"Lorenzo",
""
],
[
"Centellegher",
"Simone",
""
],
[
"Pappalardo",
"Luca",
""
],
[
"Gallotti",
"Riccardo",
""
],
[
"Privitera",
"Filippo",
""
],
[
"Lepri",
"Bruno",
""
],
[
"De Nadai",
"Marco",
... | The non-pharmaceutical interventions (NPIs), aimed at reducing the diffusion of the COVID-19 pandemic, has dramatically influenced our behaviour in everyday life. In this work, we study how individuals adapted their daily movements and person-to-person contact patterns over time in response to the COVID-19 pandemic and... |
2402.13858 | Qiang Huang | Qiang Huang, Yanhao Wang, Yiqun Sun, Anthony K. H. Tung | Diversity-Aware $k$-Maximum Inner Product Search Revisited | 14 pages, 9 figures, and 5 tables | null | null | null | cs.IR cs.DB cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The $k$-Maximum Inner Product Search ($k$MIPS) serves as a foundational
component in recommender systems and various data mining tasks. However, while
most existing $k$MIPS approaches prioritize the efficient retrieval of highly
relevant items for users, they often neglect an equally pivotal facet of search
results: ... | [
{
"created": "Wed, 21 Feb 2024 15:09:51 GMT",
"version": "v1"
}
] | 2024-02-22 | [
[
"Huang",
"Qiang",
""
],
[
"Wang",
"Yanhao",
""
],
[
"Sun",
"Yiqun",
""
],
[
"Tung",
"Anthony K. H.",
""
]
] | The $k$-Maximum Inner Product Search ($k$MIPS) serves as a foundational component in recommender systems and various data mining tasks. However, while most existing $k$MIPS approaches prioritize the efficient retrieval of highly relevant items for users, they often neglect an equally pivotal facet of search results: \e... |
1901.09097 | Hesham Mohamed Eraqi | Hesham M. Eraqi, Yehya Abouelnaga, Mohamed H. Saad, Mohamed N.
Moustafa | Driver Distraction Identification with an Ensemble of Convolutional
Neural Networks | arXiv admin note: substantial text overlap with arXiv:1706.09498 | Journal of Advanced Transportation, Machine Learning in
Transportation (MLT) Issue, 2019 | null | null | cs.CV cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The World Health Organization (WHO) reported 1.25 million deaths yearly due
to road traffic accidents worldwide and the number has been continuously
increasing over the last few years. Nearly fifth of these accidents are caused
by distracted drivers. Existing work of distracted driver detection is
concerned with a sm... | [
{
"created": "Tue, 22 Jan 2019 10:47:00 GMT",
"version": "v1"
}
] | 2019-01-29 | [
[
"Eraqi",
"Hesham M.",
""
],
[
"Abouelnaga",
"Yehya",
""
],
[
"Saad",
"Mohamed H.",
""
],
[
"Moustafa",
"Mohamed N.",
""
]
] | The World Health Organization (WHO) reported 1.25 million deaths yearly due to road traffic accidents worldwide and the number has been continuously increasing over the last few years. Nearly fifth of these accidents are caused by distracted drivers. Existing work of distracted driver detection is concerned with a smal... |
2204.10606 | Yuezun Li | Xianglong and Yuezun Li and Haipeng Qu and Junyu Dong | Enhancing the Transferability via Feature-Momentum Adversarial Attack | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Transferable adversarial attack has drawn increasing attention due to their
practical threaten to real-world applications. In particular, the feature-level
adversarial attack is one recent branch that can enhance the transferability
via disturbing the intermediate features. The existing methods usually create a
guida... | [
{
"created": "Fri, 22 Apr 2022 09:52:49 GMT",
"version": "v1"
}
] | 2022-04-25 | [
[
"Xianglong",
"",
""
],
[
"Li",
"Yuezun",
""
],
[
"Qu",
"Haipeng",
""
],
[
"Dong",
"Junyu",
""
]
] | Transferable adversarial attack has drawn increasing attention due to their practical threaten to real-world applications. In particular, the feature-level adversarial attack is one recent branch that can enhance the transferability via disturbing the intermediate features. The existing methods usually create a guidanc... |
2403.14083 | Thejan Rajapakshe | Thejan Rajapakshe, Rajib Rana, Sara Khalifa, Berrak Sisman, Bjorn W.
Schuller, Carlos Busso | emoDARTS: Joint Optimisation of CNN & Sequential Neural Network
Architectures for Superior Speech Emotion Recognition | Submitted to IEEE Transactions on Affective Computing on February 19,
2024. arXiv admin note: text overlap with arXiv:2305.14402 | null | 10.1109/ACCESS.2024.3439604 | null | cs.SD cs.LG eess.AS | http://creativecommons.org/licenses/by/4.0/ | Speech Emotion Recognition (SER) is crucial for enabling computers to
understand the emotions conveyed in human communication. With recent
advancements in Deep Learning (DL), the performance of SER models has
significantly improved. However, designing an optimal DL architecture requires
specialised knowledge and expe... | [
{
"created": "Thu, 21 Mar 2024 02:26:30 GMT",
"version": "v1"
}
] | 2024-08-09 | [
[
"Rajapakshe",
"Thejan",
""
],
[
"Rana",
"Rajib",
""
],
[
"Khalifa",
"Sara",
""
],
[
"Sisman",
"Berrak",
""
],
[
"Schuller",
"Bjorn W.",
""
],
[
"Busso",
"Carlos",
""
]
] | Speech Emotion Recognition (SER) is crucial for enabling computers to understand the emotions conveyed in human communication. With recent advancements in Deep Learning (DL), the performance of SER models has significantly improved. However, designing an optimal DL architecture requires specialised knowledge and experi... |
2310.19626 | Gengchen Mai | Zhengliang Liu, Yiwei Li, Qian Cao, Junwen Chen, Tianze Yang, Zihao
Wu, John Hale, John Gibbs, Khaled Rasheed, Ninghao Liu, Gengchen Mai, and
Tianming Liu | Transformation vs Tradition: Artificial General Intelligence (AGI) for
Arts and Humanities | null | null | null | null | cs.AI | http://creativecommons.org/publicdomain/zero/1.0/ | Recent advances in artificial general intelligence (AGI), particularly large
language models and creative image generation systems have demonstrated
impressive capabilities on diverse tasks spanning the arts and humanities.
However, the swift evolution of AGI has also raised critical questions about
its responsible d... | [
{
"created": "Mon, 30 Oct 2023 15:19:15 GMT",
"version": "v1"
}
] | 2023-10-31 | [
[
"Liu",
"Zhengliang",
""
],
[
"Li",
"Yiwei",
""
],
[
"Cao",
"Qian",
""
],
[
"Chen",
"Junwen",
""
],
[
"Yang",
"Tianze",
""
],
[
"Wu",
"Zihao",
""
],
[
"Hale",
"John",
""
],
[
"Gibbs",
"John",
... | Recent advances in artificial general intelligence (AGI), particularly large language models and creative image generation systems have demonstrated impressive capabilities on diverse tasks spanning the arts and humanities. However, the swift evolution of AGI has also raised critical questions about its responsible dep... |
2305.17671 | Benjamin Bisping | Benjamin Bisping, David N. Jansen | Linear-Time--Branching-Time Spectroscopy Accounting for Silent Steps | null | null | null | null | cs.LO cs.GT | http://creativecommons.org/licenses/by/4.0/ | We provide the first generalized game characterization of van Glabbeek's
linear-time--branching-time spectrum with silent steps. Thereby, one
multi-dimensional energy game can be used to decide a wide array of behavioral
equivalences between stability-respecting branching bisimilarity and weak trace
equivalence in on... | [
{
"created": "Sun, 28 May 2023 09:27:02 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Oct 2023 16:06:57 GMT",
"version": "v2"
}
] | 2023-10-18 | [
[
"Bisping",
"Benjamin",
""
],
[
"Jansen",
"David N.",
""
]
] | We provide the first generalized game characterization of van Glabbeek's linear-time--branching-time spectrum with silent steps. Thereby, one multi-dimensional energy game can be used to decide a wide array of behavioral equivalences between stability-respecting branching bisimilarity and weak trace equivalence in one ... |
2004.03096 | Yiming Cui | Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu | Is Graph Structure Necessary for Multi-hop Question Answering? | 6 pages, to appear at EMNLP 2020 | null | 10.18653/v1/2020.emnlp-main.583 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, attempting to model texts as graph structure and introducing graph
neural networks to deal with it has become a trend in many NLP research areas.
In this paper, we investigate whether the graph structure is necessary for
multi-hop question answering. Our analysis is centered on HotpotQA. We
construct a stro... | [
{
"created": "Tue, 7 Apr 2020 02:59:42 GMT",
"version": "v1"
},
{
"created": "Thu, 29 Oct 2020 09:29:19 GMT",
"version": "v2"
}
] | 2020-12-14 | [
[
"Shao",
"Nan",
""
],
[
"Cui",
"Yiming",
""
],
[
"Liu",
"Ting",
""
],
[
"Wang",
"Shijin",
""
],
[
"Hu",
"Guoping",
""
]
] | Recently, attempting to model texts as graph structure and introducing graph neural networks to deal with it has become a trend in many NLP research areas. In this paper, we investigate whether the graph structure is necessary for multi-hop question answering. Our analysis is centered on HotpotQA. We construct a strong... |
1811.02465 | Gennaro Notomista | Gennaro Notomista and Magnus Egerstedt | Constraint-Driven Coordinated Control of Multi-Robot Systems | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present a reformulation--framed as a constrained
optimization problem--of multi-robot tasks which are encoded through a cost
function that is to be minimized. The advantages of this approach are multiple.
The constraint-based formulation provides a natural way of enabling long-term
robot autonomy app... | [
{
"created": "Sun, 4 Nov 2018 23:27:48 GMT",
"version": "v1"
},
{
"created": "Mon, 2 Sep 2019 21:48:09 GMT",
"version": "v2"
}
] | 2019-09-04 | [
[
"Notomista",
"Gennaro",
""
],
[
"Egerstedt",
"Magnus",
""
]
] | In this paper we present a reformulation--framed as a constrained optimization problem--of multi-robot tasks which are encoded through a cost function that is to be minimized. The advantages of this approach are multiple. The constraint-based formulation provides a natural way of enabling long-term robot autonomy appli... |
2101.07423 | G\"ozde \"Ozcan | G\"ozde \"Ozcan, Armin Moharrer, Stratis Ioannidis | Submodular Maximization via Taylor Series Approximation | 15 pages, 2 figures, to be published in the SIAM International
Conference on Data Mining proceedings (SDM 2021) | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | We study submodular maximization problems with matroid constraints, in
particular, problems where the objective can be expressed via compositions of
analytic and multilinear functions. We show that for functions of this form,
the so-called continuous greedy algorithm attains a ratio arbitrarily close to
$(1-1/e) \app... | [
{
"created": "Tue, 19 Jan 2021 02:41:45 GMT",
"version": "v1"
}
] | 2021-01-20 | [
[
"Özcan",
"Gözde",
""
],
[
"Moharrer",
"Armin",
""
],
[
"Ioannidis",
"Stratis",
""
]
] | We study submodular maximization problems with matroid constraints, in particular, problems where the objective can be expressed via compositions of analytic and multilinear functions. We show that for functions of this form, the so-called continuous greedy algorithm attains a ratio arbitrarily close to $(1-1/e) \appro... |
2005.14156 | Mohammad Sina Kiarostami | Mohammad Sina Kiarostami and Saleh Khalaj Monfared and Mohammadreza
Daneshvaramoli and Ali Oliayi and Negar Yousefian and Dara Rahmati and Saeid
Gorgin | Unlucky Explorer: A Complete non-Overlapping Map Exploration | null | null | null | null | cs.AI cs.RO | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Nowadays, the field of Artificial Intelligence in Computer Games (AI in
Games) is going to be more alluring since computer games challenge many aspects
of AI with a wide range of problems, particularly general problems. One of
these kinds of problems is Exploration, which states that an unknown
environment must be ex... | [
{
"created": "Thu, 28 May 2020 17:19:24 GMT",
"version": "v1"
}
] | 2020-05-29 | [
[
"Kiarostami",
"Mohammad Sina",
""
],
[
"Monfared",
"Saleh Khalaj",
""
],
[
"Daneshvaramoli",
"Mohammadreza",
""
],
[
"Oliayi",
"Ali",
""
],
[
"Yousefian",
"Negar",
""
],
[
"Rahmati",
"Dara",
""
],
[
"Gorgin",
"... | Nowadays, the field of Artificial Intelligence in Computer Games (AI in Games) is going to be more alluring since computer games challenge many aspects of AI with a wide range of problems, particularly general problems. One of these kinds of problems is Exploration, which states that an unknown environment must be expl... |
2010.00516 | Meenakshi Khosla | Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski and Mert R.
Sabuncu | Neural encoding with visual attention | NeurIPS 2020 | null | null | null | cs.CV cs.LG q-bio.NC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Visual perception is critically influenced by the focus of attention. Due to
limited resources, it is well known that neural representations are biased in
favor of attended locations. Using concurrent eye-tracking and functional
Magnetic Resonance Imaging (fMRI) recordings from a large cohort of human
subjects watchi... | [
{
"created": "Thu, 1 Oct 2020 16:04:21 GMT",
"version": "v1"
}
] | 2020-10-02 | [
[
"Khosla",
"Meenakshi",
""
],
[
"Ngo",
"Gia H.",
""
],
[
"Jamison",
"Keith",
""
],
[
"Kuceyeski",
"Amy",
""
],
[
"Sabuncu",
"Mert R.",
""
]
] | Visual perception is critically influenced by the focus of attention. Due to limited resources, it is well known that neural representations are biased in favor of attended locations. Using concurrent eye-tracking and functional Magnetic Resonance Imaging (fMRI) recordings from a large cohort of human subjects watching... |
2108.13817 | Pengfei Zhu | Pengfei Zhu and Xiaoguang Li and Jian Li and Hai Zhao | Unsupervised Open-Domain Question Answering | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Open-domain Question Answering (ODQA) has achieved significant results in
terms of supervised learning manner. However, data annotation cannot also be
irresistible for its huge demand in an open domain. Though unsupervised QA or
unsupervised Machine Reading Comprehension (MRC) has been tried more or less,
unsupervise... | [
{
"created": "Tue, 31 Aug 2021 13:19:52 GMT",
"version": "v1"
}
] | 2021-09-01 | [
[
"Zhu",
"Pengfei",
""
],
[
"Li",
"Xiaoguang",
""
],
[
"Li",
"Jian",
""
],
[
"Zhao",
"Hai",
""
]
] | Open-domain Question Answering (ODQA) has achieved significant results in terms of supervised learning manner. However, data annotation cannot also be irresistible for its huge demand in an open domain. Though unsupervised QA or unsupervised Machine Reading Comprehension (MRC) has been tried more or less, unsupervised ... |
2111.03550 | Luis Miguel Contreras Murillo | Luis M. Contreras, Jose A. Ordonez-Lucena | On Slice Isolation Options in the Transport Network and Associated
Feasibility Indicators | 5 pages, 2 tables, 1 figure, conference | null | 10.1109/NetSoft51509.2021.9492546 | null | cs.NI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Isolation is one of the more relevant attributes associated to the idea of
network slicing, introduced by 5G services. Through isolation it is expected
that slices from different customers could gracefully coexist without
interfering each other, in the sense that whatever misbehavior or unforeseen
demand from one sli... | [
{
"created": "Fri, 5 Nov 2021 15:14:54 GMT",
"version": "v1"
}
] | 2021-11-08 | [
[
"Contreras",
"Luis M.",
""
],
[
"Ordonez-Lucena",
"Jose A.",
""
]
] | Isolation is one of the more relevant attributes associated to the idea of network slicing, introduced by 5G services. Through isolation it is expected that slices from different customers could gracefully coexist without interfering each other, in the sense that whatever misbehavior or unforeseen demand from one slice... |
2112.03174 | Raghav Rawat | Raghav Rawat, Shreyash Gupta, Shreyas Mohapatra, Sujata Priyambada
Mishra, Sreesankar Rajagopal | Intelligent Acoustic Module for Autonomous Vehicles using Fast Gated
Recurrent approach | 6 pages, 8 figures | null | null | null | cs.LG cs.SD eess.AS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This paper elucidates a model for acoustic single and multi-tone
classification in resource constrained edge devices. The proposed model is of
State-of-the-art Fast Accurate Stable Tiny Gated Recurrent Neural Network. This
model has resulted in improved performance metrics and lower size compared to
previous hypothes... | [
{
"created": "Mon, 6 Dec 2021 17:06:48 GMT",
"version": "v1"
}
] | 2021-12-07 | [
[
"Rawat",
"Raghav",
""
],
[
"Gupta",
"Shreyash",
""
],
[
"Mohapatra",
"Shreyas",
""
],
[
"Mishra",
"Sujata Priyambada",
""
],
[
"Rajagopal",
"Sreesankar",
""
]
] | This paper elucidates a model for acoustic single and multi-tone classification in resource constrained edge devices. The proposed model is of State-of-the-art Fast Accurate Stable Tiny Gated Recurrent Neural Network. This model has resulted in improved performance metrics and lower size compared to previous hypothesiz... |
2306.07730 | Paul Streli | Valentin Bieri, Paul Streli, Berken Utku Demirel and Christian Holz | BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via
Belief Propagation | Conference on Uncertainty in Artificial Intelligence (UAI) 2023. The
first two authors contributed equally | null | null | null | cs.LG cs.CV eess.SP | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We present a novel learning-based method that achieves state-of-the-art
performance on several heart rate estimation benchmarks extracted from
photoplethysmography signals (PPG). We consider the evolution of the heart rate
in the context of a discrete-time stochastic process that we represent as a
hidden Markov model... | [
{
"created": "Tue, 13 Jun 2023 12:36:00 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Jun 2023 16:29:53 GMT",
"version": "v2"
}
] | 2023-06-16 | [
[
"Bieri",
"Valentin",
""
],
[
"Streli",
"Paul",
""
],
[
"Demirel",
"Berken Utku",
""
],
[
"Holz",
"Christian",
""
]
] | We present a novel learning-based method that achieves state-of-the-art performance on several heart rate estimation benchmarks extracted from photoplethysmography signals (PPG). We consider the evolution of the heart rate in the context of a discrete-time stochastic process that we represent as a hidden Markov model. ... |
1709.00779 | Yingzhe Li | Yingzhe Li, Francois Baccelli, Jeffrey G. Andrews, Jianzhong Charlie
Zhang | Directional Cell Search Delay Analysis for Cellular Networks with Static
Users | Submitted to IEEE Transactions on Communications | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cell search is the process for a user to detect its neighboring base stations
(BSs) and make a cell selection decision. Due to the importance of beamforming
gain in millimeter wave (mmWave) and massive MIMO cellular networks, the
directional cell search delay performance is investigated. A cellular network
with fixed... | [
{
"created": "Mon, 4 Sep 2017 00:58:16 GMT",
"version": "v1"
}
] | 2017-09-05 | [
[
"Li",
"Yingzhe",
""
],
[
"Baccelli",
"Francois",
""
],
[
"Andrews",
"Jeffrey G.",
""
],
[
"Zhang",
"Jianzhong Charlie",
""
]
] | Cell search is the process for a user to detect its neighboring base stations (BSs) and make a cell selection decision. Due to the importance of beamforming gain in millimeter wave (mmWave) and massive MIMO cellular networks, the directional cell search delay performance is investigated. A cellular network with fixed B... |
1106.1311 | Bart Demoen | Phuong-Lan Nguyen and Bart Demoen | Representation Sharing for Prolog | 37 pages, 11 figures, 3 tables; To appear in Theory and Practice of
Logic Programming (TPLP) | null | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Representation sharing can reduce the memory footprint of a program by
sharing one representation between duplicate terms. The most common
implementation of representation sharing in functional programming systems is
known as hash-consing. In the context of Prolog, representation sharing has
been given little attenti... | [
{
"created": "Tue, 7 Jun 2011 10:34:53 GMT",
"version": "v1"
},
{
"created": "Thu, 30 Jun 2011 07:09:53 GMT",
"version": "v2"
}
] | 2011-07-01 | [
[
"Nguyen",
"Phuong-Lan",
""
],
[
"Demoen",
"Bart",
""
]
] | Representation sharing can reduce the memory footprint of a program by sharing one representation between duplicate terms. The most common implementation of representation sharing in functional programming systems is known as hash-consing. In the context of Prolog, representation sharing has been given little attention... |
2406.12058 | Seyedali Mohammadi | Seyedali Mohammadi, Edward Raff, Jinendra Malekar, Vedant Palit,
Francis Ferraro, and Manas Gaur | WellDunn: On the Robustness and Explainability of Language Models and
Large Language Models in Identifying Wellness Dimensions | 26 pages, including reference and appendix sections, 8 figures, and
16 tables | null | null | null | cs.AI cs.CL | http://creativecommons.org/licenses/by/4.0/ | Language Models (LMs) are being proposed for mental health applications where
the heightened risk of adverse outcomes means predictive performance may not be
a sufficient litmus test of a model's utility in clinical practice. A model
that can be trusted for practice should have a correspondence between
explanation an... | [
{
"created": "Mon, 17 Jun 2024 19:50:40 GMT",
"version": "v1"
},
{
"created": "Wed, 19 Jun 2024 18:19:39 GMT",
"version": "v2"
},
{
"created": "Fri, 28 Jun 2024 04:08:12 GMT",
"version": "v3"
}
] | 2024-07-01 | [
[
"Mohammadi",
"Seyedali",
""
],
[
"Raff",
"Edward",
""
],
[
"Malekar",
"Jinendra",
""
],
[
"Palit",
"Vedant",
""
],
[
"Ferraro",
"Francis",
""
],
[
"Gaur",
"Manas",
""
]
] | Language Models (LMs) are being proposed for mental health applications where the heightened risk of adverse outcomes means predictive performance may not be a sufficient litmus test of a model's utility in clinical practice. A model that can be trusted for practice should have a correspondence between explanation and ... |
2006.15482 | Rui Liu | Chao Huang and Rui Liu | Robot Inner Attention Modeling for Task-Adaptive Teaming of
Heterogeneous Multi Robots | submission for the Robotics Science and Systems (RSS) 2020 workshop
-- Heterogeneous Multi-Robot Task Allocation and Coordination | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Attracted by team scale and function diversity, a heterogeneous multi-robot
system (HMRS), where multiple robots with different functions and numbers are
coordinated to perform tasks, has been widely used for complex and large-scale
scenarios, including disaster search and rescue, site surveillance, and social
securi... | [
{
"created": "Sun, 28 Jun 2020 01:25:35 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Mar 2021 20:19:14 GMT",
"version": "v2"
}
] | 2021-03-16 | [
[
"Huang",
"Chao",
""
],
[
"Liu",
"Rui",
""
]
] | Attracted by team scale and function diversity, a heterogeneous multi-robot system (HMRS), where multiple robots with different functions and numbers are coordinated to perform tasks, has been widely used for complex and large-scale scenarios, including disaster search and rescue, site surveillance, and social security... |
1004.4759 | Mikkel Baun Kj{\ae}rgaard | Mikkel Baun Kj{\ae}rgaard | Indoor Positioning with Radio Location Fingerprinting | PhD Dissertation, Aarhus University | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An increasingly important requirement for many novel applications is sensing
the positions of people, equipment, etc. GPS technology has proven itself as a
successfull technology for positioning in outdoor environments but indoor no
technology has yet gained a similar wide-scale adoption. A promising indoor
positioni... | [
{
"created": "Tue, 27 Apr 2010 10:47:21 GMT",
"version": "v1"
}
] | 2010-04-28 | [
[
"Kjærgaard",
"Mikkel Baun",
""
]
] | An increasingly important requirement for many novel applications is sensing the positions of people, equipment, etc. GPS technology has proven itself as a successfull technology for positioning in outdoor environments but indoor no technology has yet gained a similar wide-scale adoption. A promising indoor positioning... |
2209.09178 | Yunsheng Ma | Yunsheng Ma and Ziran Wang | ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver
Distraction Detection | 7 pages, 3 figures, 2 tables | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Ensuring traffic safety and mitigating accidents in modern driving is of
paramount importance, and computer vision technologies have the potential to
significantly contribute to this goal. This paper presents a multi-modal Vision
Transformer for Driver Distraction Detection (termed ViT-DD), which
incorporates inducti... | [
{
"created": "Mon, 19 Sep 2022 16:56:51 GMT",
"version": "v1"
},
{
"created": "Wed, 28 Sep 2022 16:16:13 GMT",
"version": "v2"
},
{
"created": "Sat, 13 May 2023 02:51:53 GMT",
"version": "v3"
},
{
"created": "Tue, 6 Feb 2024 17:48:10 GMT",
"version": "v4"
}
] | 2024-02-07 | [
[
"Ma",
"Yunsheng",
""
],
[
"Wang",
"Ziran",
""
]
] | Ensuring traffic safety and mitigating accidents in modern driving is of paramount importance, and computer vision technologies have the potential to significantly contribute to this goal. This paper presents a multi-modal Vision Transformer for Driver Distraction Detection (termed ViT-DD), which incorporates inductive... |
1811.12611 | Binghui Chen | Binghui Chen, Weihong Deng, Haifeng Shen | Virtual Class Enhanced Discriminative Embedding Learning | NeurIPS 2018 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, learning discriminative features to improve the recognition
performances gradually becomes the primary goal of deep learning, and numerous
remarkable works have emerged. In this paper, we propose a novel yet extremely
simple method \textbf{Virtual Softmax} to enhance the discriminative property
of learned f... | [
{
"created": "Fri, 30 Nov 2018 04:43:20 GMT",
"version": "v1"
}
] | 2018-12-03 | [
[
"Chen",
"Binghui",
""
],
[
"Deng",
"Weihong",
""
],
[
"Shen",
"Haifeng",
""
]
] | Recently, learning discriminative features to improve the recognition performances gradually becomes the primary goal of deep learning, and numerous remarkable works have emerged. In this paper, we propose a novel yet extremely simple method \textbf{Virtual Softmax} to enhance the discriminative property of learned fea... |
1909.00324 | Yunlong Liang | Yunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen and
Jie Zhou | A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment
Analysis | Accepted at EMNLP 2019 as a long paper. Code is available at
https://github.com/XL2248/AGDT | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Aspect based sentiment analysis (ABSA) aims to identify the sentiment
polarity towards the given aspect in a sentence, while previous models
typically exploit an aspect-independent (weakly associative) encoder for
sentence representation generation. In this paper, we propose a novel
Aspect-Guided Deep Transition mode... | [
{
"created": "Sun, 1 Sep 2019 05:22:30 GMT",
"version": "v1"
}
] | 2019-09-04 | [
[
"Liang",
"Yunlong",
""
],
[
"Meng",
"Fandong",
""
],
[
"Zhang",
"Jinchao",
""
],
[
"Xu",
"Jinan",
""
],
[
"Chen",
"Yufeng",
""
],
[
"Zhou",
"Jie",
""
]
] | Aspect based sentiment analysis (ABSA) aims to identify the sentiment polarity towards the given aspect in a sentence, while previous models typically exploit an aspect-independent (weakly associative) encoder for sentence representation generation. In this paper, we propose a novel Aspect-Guided Deep Transition model,... |
2402.08576 | Keegan Harris | Keegan Harris, Zhiwei Steven Wu, Maria-Florina Balcan | Regret Minimization in Stackelberg Games with Side Information | null | null | null | null | cs.GT cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Algorithms for playing in Stackelberg games have been deployed in real-world
domains including airport security, anti-poaching efforts, and cyber-crime
prevention. However, these algorithms often fail to take into consideration the
additional information available to each player (e.g. traffic patterns, weather
condit... | [
{
"created": "Tue, 13 Feb 2024 16:24:57 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Feb 2024 19:20:51 GMT",
"version": "v2"
},
{
"created": "Thu, 23 May 2024 14:39:31 GMT",
"version": "v3"
}
] | 2024-05-24 | [
[
"Harris",
"Keegan",
""
],
[
"Wu",
"Zhiwei Steven",
""
],
[
"Balcan",
"Maria-Florina",
""
]
] | Algorithms for playing in Stackelberg games have been deployed in real-world domains including airport security, anti-poaching efforts, and cyber-crime prevention. However, these algorithms often fail to take into consideration the additional information available to each player (e.g. traffic patterns, weather conditio... |
2401.01987 | Leon Scharw\"achter | Leon Scharw\"achter and Sebastian Otte | Representation Learning of Multivariate Time Series using Attention and
Adversarial Training | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A critical factor in trustworthy machine learning is to develop robust
representations of the training data. Only under this guarantee methods are
legitimate to artificially generate data, for example, to counteract imbalanced
datasets or provide counterfactual explanations for blackbox decision-making
systems. In re... | [
{
"created": "Wed, 3 Jan 2024 21:32:46 GMT",
"version": "v1"
}
] | 2024-01-05 | [
[
"Scharwächter",
"Leon",
""
],
[
"Otte",
"Sebastian",
""
]
] | A critical factor in trustworthy machine learning is to develop robust representations of the training data. Only under this guarantee methods are legitimate to artificially generate data, for example, to counteract imbalanced datasets or provide counterfactual explanations for blackbox decision-making systems. In rece... |
1812.10891 | EPTCS | Kenichi Asai (Ochanomizu University), Mark Shinwell (Jane Street
Europe) | Proceedings ML Family Workshop / OCaml Users and Developers workshops | null | EPTCS 285, 2018 | 10.4204/EPTCS.285 | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This volume contains the joint post-proceedings of the 2016 edition of the ML
Family Workshop and OCaml Users and Developers Workshop, held in Nara, Japan,
in affiliation with ICFP 2016.
| [
{
"created": "Fri, 28 Dec 2018 04:40:03 GMT",
"version": "v1"
}
] | 2018-12-31 | [
[
"Asai",
"Kenichi",
"",
"Ochanomizu University"
],
[
"Shinwell",
"Mark",
"",
"Jane Street\n Europe"
]
] | This volume contains the joint post-proceedings of the 2016 edition of the ML Family Workshop and OCaml Users and Developers Workshop, held in Nara, Japan, in affiliation with ICFP 2016. |
2110.08257 | Leman Akoglu | Guilherme D. F. Silva, Leman Akoglu, Robson L. F. Cordeiro | C-AllOut: Catching & Calling Outliers by Type | 9+4 pages, 3 figures, 11 tables | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Given an unlabeled dataset, wherein we have access only to pairwise
similarities (or distances), how can we effectively (1) detect outliers, and
(2) annotate/tag the outliers by type? Outlier detection has a large
literature, yet we find a key gap in the field: to our knowledge, no existing
work addresses the outlier... | [
{
"created": "Wed, 13 Oct 2021 14:25:52 GMT",
"version": "v1"
}
] | 2021-10-19 | [
[
"Silva",
"Guilherme D. F.",
""
],
[
"Akoglu",
"Leman",
""
],
[
"Cordeiro",
"Robson L. F.",
""
]
] | Given an unlabeled dataset, wherein we have access only to pairwise similarities (or distances), how can we effectively (1) detect outliers, and (2) annotate/tag the outliers by type? Outlier detection has a large literature, yet we find a key gap in the field: to our knowledge, no existing work addresses the outlier a... |
1909.03315 | Martin Andrews | Martin Andrews, Sam Witteveen | Relationships from Entity Stream | Accepted paper for the ViGIL workshop at NIPS 2017. (4 pages +
references) | null | null | null | cs.CL cs.AI cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Relational reasoning is a central component of intelligent behavior, but has
proven difficult for neural networks to learn. The Relation Network (RN) module
was recently proposed by DeepMind to solve such problems, and demonstrated
state-of-the-art results on a number of datasets. However, the RN module scales
quadra... | [
{
"created": "Sat, 7 Sep 2019 18:24:57 GMT",
"version": "v1"
}
] | 2019-09-10 | [
[
"Andrews",
"Martin",
""
],
[
"Witteveen",
"Sam",
""
]
] | Relational reasoning is a central component of intelligent behavior, but has proven difficult for neural networks to learn. The Relation Network (RN) module was recently proposed by DeepMind to solve such problems, and demonstrated state-of-the-art results on a number of datasets. However, the RN module scales quadrati... |
1709.05958 | Matthew Peveler | Matthew Peveler, Naveen Sundar Govindarajulu, Selmer Bringsjord,
Atriya Sen, Biplav Srivastava, Kartik Talamadupula, Hui Su | Toward Cognitive and Immersive Systems: Experiments in a Cognitive
Microworld | Submitted to Advances of Cognitive Systems 2018 | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As computational power has continued to increase, and sensors have become
more accurate, the corresponding advent of systems that are at once cognitive
and immersive has arrived. These \textit{cognitive and immersive systems}
(CAISs) fall squarely into the intersection of AI with HCI/HRI: such systems
interact with a... | [
{
"created": "Thu, 14 Sep 2017 21:52:54 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Dec 2018 17:26:47 GMT",
"version": "v2"
}
] | 2024-06-10 | [
[
"Peveler",
"Matthew",
""
],
[
"Govindarajulu",
"Naveen Sundar",
""
],
[
"Bringsjord",
"Selmer",
""
],
[
"Sen",
"Atriya",
""
],
[
"Srivastava",
"Biplav",
""
],
[
"Talamadupula",
"Kartik",
""
],
[
"Su",
"Hui",
... | As computational power has continued to increase, and sensors have become more accurate, the corresponding advent of systems that are at once cognitive and immersive has arrived. These \textit{cognitive and immersive systems} (CAISs) fall squarely into the intersection of AI with HCI/HRI: such systems interact with and... |
0710.4832 | EDA Publishing Association | Massimo Conti | SystemC Analysis of a New Dynamic Power Management Architecture | Submitted on behalf of EDAA (http://www.edaa.com/) | Dans Design, Automation and Test in Europe | Designers'Forum -
DATE'05, Munich : Allemagne (2005) | null | null | cs.AR | null | This paper presents a new dynamic power management architecture of a System
on Chip. The Power State Machine describing the status of the core follows the
recommendations of the ACPI standard. The algorithm controls the power states
of each block on the basis of battery status, chip temperature and a user
defined tas... | [
{
"created": "Thu, 25 Oct 2007 12:10:19 GMT",
"version": "v1"
}
] | 2011-11-09 | [
[
"Conti",
"Massimo",
""
]
] | This paper presents a new dynamic power management architecture of a System on Chip. The Power State Machine describing the status of the core follows the recommendations of the ACPI standard. The algorithm controls the power states of each block on the basis of battery status, chip temperature and a user defined task ... |
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