id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
values | orig_abstract stringlengths 14 3.35k | versions listlengths 1 60 | update_date stringlengths 10 10 | authors_parsed listlengths 1 1.35k | abstract stringlengths 11 3.34k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2308.04468 | Mohammad Naanaa | Mohammad Naanaa, Katharina Schmid, Yinyu Nie | 3D Scene Diffusion Guidance using Scene Graphs | 5 figures | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Guided synthesis of high-quality 3D scenes is a challenging task. Diffusion
models have shown promise in generating diverse data, including 3D scenes.
However, current methods rely directly on text embeddings for controlling the
generation, limiting the incorporation of complex spatial relationships between
objects. ... | [
{
"created": "Tue, 8 Aug 2023 06:16:37 GMT",
"version": "v1"
}
] | 2023-08-10 | [
[
"Naanaa",
"Mohammad",
""
],
[
"Schmid",
"Katharina",
""
],
[
"Nie",
"Yinyu",
""
]
] | Guided synthesis of high-quality 3D scenes is a challenging task. Diffusion models have shown promise in generating diverse data, including 3D scenes. However, current methods rely directly on text embeddings for controlling the generation, limiting the incorporation of complex spatial relationships between objects. We... |
1106.5305 | Michael Lesnick | Michael Lesnick | The Theory of the Interleaving Distance on Multidimensional Persistence
Modules | Major revision; exposition improved throughout. To appear in
Foundations of Computational Mathematics. 36 pages | Foundations of Computational Mathematics: Volume 15, Issue 3
(2015), Page 613-650 | 10.1007/s10208-015-9255-y | null | cs.CG math.AT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In 2009, Chazal et al. introduced $\epsilon$-interleavings of persistence
modules. $\epsilon$-interleavings induce a pseudometric $d_I$ on (isomorphism
classes of) persistence modules, the interleaving distance. The definitions of
$\epsilon$-interleavings and $d_I$ generalize readily to multidimensional
persistence m... | [
{
"created": "Mon, 27 Jun 2011 06:05:20 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Jul 2011 06:11:54 GMT",
"version": "v2"
},
{
"created": "Tue, 5 Feb 2013 16:10:40 GMT",
"version": "v3"
},
{
"created": "Mon, 2 Feb 2015 21:08:13 GMT",
"version": "v4"
}
] | 2015-05-22 | [
[
"Lesnick",
"Michael",
""
]
] | In 2009, Chazal et al. introduced $\epsilon$-interleavings of persistence modules. $\epsilon$-interleavings induce a pseudometric $d_I$ on (isomorphism classes of) persistence modules, the interleaving distance. The definitions of $\epsilon$-interleavings and $d_I$ generalize readily to multidimensional persistence mod... |
2102.06326 | Steve Dai | Steve Dai, Alicia Klinefelter, Haoxing Ren, Rangharajan Venkatesan,
Ben Keller, Nathaniel Pinckney, Brucek Khailany | Verifying High-Level Latency-Insensitive Designs with Formal Model
Checking | null | null | null | null | cs.LO cs.AR cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Latency-insensitive design mitigates increasing interconnect delay and
enables productive component reuse in complex digital systems. This design
style has been adopted in high-level design flows because untimed functional
blocks connected through latency-insensitive interfaces provide a natural
communication abstrac... | [
{
"created": "Fri, 12 Feb 2021 01:56:23 GMT",
"version": "v1"
}
] | 2021-02-19 | [
[
"Dai",
"Steve",
""
],
[
"Klinefelter",
"Alicia",
""
],
[
"Ren",
"Haoxing",
""
],
[
"Venkatesan",
"Rangharajan",
""
],
[
"Keller",
"Ben",
""
],
[
"Pinckney",
"Nathaniel",
""
],
[
"Khailany",
"Brucek",
""
]... | Latency-insensitive design mitigates increasing interconnect delay and enables productive component reuse in complex digital systems. This design style has been adopted in high-level design flows because untimed functional blocks connected through latency-insensitive interfaces provide a natural communication abstracti... |
1907.09100 | EPTCS | Ramit Das, R. Ramanujam, Sunil Simon | Reasoning about Social Choice and Games in Monadic Fixed-Point Logic | In Proceedings TARK 2019, arXiv:1907.08335 | EPTCS 297, 2019, pp. 106-120 | 10.4204/EPTCS.297.8 | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Whether it be in normal form games, or in fair allocations, or in voter
preferences in voting systems, a certain pattern of reasoning is common. From a
particular profile, an agent or a group of agents may have an incentive to
shift to a new one. This induces a natural graph structure that we call the
improvement gra... | [
{
"created": "Mon, 22 Jul 2019 03:14:29 GMT",
"version": "v1"
}
] | 2019-07-23 | [
[
"Das",
"Ramit",
""
],
[
"Ramanujam",
"R.",
""
],
[
"Simon",
"Sunil",
""
]
] | Whether it be in normal form games, or in fair allocations, or in voter preferences in voting systems, a certain pattern of reasoning is common. From a particular profile, an agent or a group of agents may have an incentive to shift to a new one. This induces a natural graph structure that we call the improvement graph... |
2306.09764 | Vincent Berenz | Vincent Berenz, Felix Widmaier, Simon Guist, Bernhard Sch\"olkopf and
Dieter B\"uchler | Synchronizing Machine Learning Algorithms, Realtime Robotic Control and
Simulated Environment with o80 | work presented at the Robot Software Architectures Workshop - RSA
2023, ICRA | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Robotic applications require the integration of various modalities,
encompassing perception, control of real robots and possibly the control of
simulated environments. While the state-of-the-art robotic software solutions
such as ROS 2 provide most of the required features, flexible synchronization
between algorithms... | [
{
"created": "Fri, 16 Jun 2023 10:50:21 GMT",
"version": "v1"
}
] | 2023-06-19 | [
[
"Berenz",
"Vincent",
""
],
[
"Widmaier",
"Felix",
""
],
[
"Guist",
"Simon",
""
],
[
"Schölkopf",
"Bernhard",
""
],
[
"Büchler",
"Dieter",
""
]
] | Robotic applications require the integration of various modalities, encompassing perception, control of real robots and possibly the control of simulated environments. While the state-of-the-art robotic software solutions such as ROS 2 provide most of the required features, flexible synchronization between algorithms, ... |
2307.07407 | Brunello Tirozzi | Brunello Tirozzi, Orchidea Maria Lecian | Retrieval of phonemes and Kohonen algorithm | 10 pages | null | null | null | cs.CL cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | A phoneme-retrieval technique is proposed, which is due to the particular way
of the construction of the network. An initial set of neurons is given. The
number of these neurons is approximately equal to the number of typical
structures of the data. For example if the network is built for voice retrieval
then the num... | [
{
"created": "Mon, 10 Jul 2023 17:25:07 GMT",
"version": "v1"
}
] | 2023-07-27 | [
[
"Tirozzi",
"Brunello",
""
],
[
"Lecian",
"Orchidea Maria",
""
]
] | A phoneme-retrieval technique is proposed, which is due to the particular way of the construction of the network. An initial set of neurons is given. The number of these neurons is approximately equal to the number of typical structures of the data. For example if the network is built for voice retrieval then the numbe... |
1806.11128 | Justin Deters | Justin Deters, Jiaye Wu, Yifan Xu, I-Ting Angelina Lee | A NUMA-Aware Provably-Efficient Task-Parallel Platform Based on the
Work-First Principle | 14 pages, 9 figures | 2018 IEEE International Symposium on Workload Characterization
(IISWC), Raleigh, NC, USA, 2018, pp. 59-70 | 10.1109/IISWC.2018.8573486 | null | cs.DC cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Task parallelism is designed to simplify the task of parallel programming.
When executing a task parallel program on modern NUMA architectures, it can
fail to scale due to the phenomenon called work inflation, where the overall
processing time that multiple cores spend on doing useful work is higher
compared to the t... | [
{
"created": "Thu, 28 Jun 2018 18:00:42 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Sep 2018 17:02:41 GMT",
"version": "v2"
},
{
"created": "Wed, 5 Sep 2018 18:29:45 GMT",
"version": "v3"
},
{
"created": "Mon, 7 Jan 2019 15:46:26 GMT",
"version": "v4"
}
] | 2019-01-08 | [
[
"Deters",
"Justin",
""
],
[
"Wu",
"Jiaye",
""
],
[
"Xu",
"Yifan",
""
],
[
"Lee",
"I-Ting Angelina",
""
]
] | Task parallelism is designed to simplify the task of parallel programming. When executing a task parallel program on modern NUMA architectures, it can fail to scale due to the phenomenon called work inflation, where the overall processing time that multiple cores spend on doing useful work is higher compared to the tim... |
1902.06097 | Andreas Abel | Andreas Abel and Christian Sattler | Normalization by Evaluation for Call-by-Push-Value and Polarized
Lambda-Calculus | null | null | null | null | cs.PL cs.LO math.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We observe that normalization by evaluation for simply-typed lambda-calculus
with weak coproducts can be carried out in a weak bi-cartesian closed category
of presheaves equipped with a monad that allows us to perform case distinction
on neutral terms of sum type. The placement of the monad influences the normal
form... | [
{
"created": "Sat, 16 Feb 2019 12:26:22 GMT",
"version": "v1"
}
] | 2019-02-20 | [
[
"Abel",
"Andreas",
""
],
[
"Sattler",
"Christian",
""
]
] | We observe that normalization by evaluation for simply-typed lambda-calculus with weak coproducts can be carried out in a weak bi-cartesian closed category of presheaves equipped with a monad that allows us to perform case distinction on neutral terms of sum type. The placement of the monad influences the normal forms ... |
1806.07110 | Nuno C. Garcia | Nuno Garcia, Pietro Morerio, Vittorio Murino | Modality Distillation with Multiple Stream Networks for Action
Recognition | Accepted at ECCV 2018; Supp. material at p.16; code available | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Diverse input data modalities can provide complementary cues for several
tasks, usually leading to more robust algorithms and better performance.
However, while a (training) dataset could be accurately designed to include a
variety of sensory inputs, it is often the case that not all modalities could
be available in ... | [
{
"created": "Tue, 19 Jun 2018 08:56:13 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Oct 2018 15:19:56 GMT",
"version": "v2"
}
] | 2018-10-30 | [
[
"Garcia",
"Nuno",
""
],
[
"Morerio",
"Pietro",
""
],
[
"Murino",
"Vittorio",
""
]
] | Diverse input data modalities can provide complementary cues for several tasks, usually leading to more robust algorithms and better performance. However, while a (training) dataset could be accurately designed to include a variety of sensory inputs, it is often the case that not all modalities could be available in re... |
2402.17336 | Theofanis Raptis | Hrant Khachatrian, Rafayel Mkrtchyan, Theofanis P. Raptis | Outdoor Environment Reconstruction with Deep Learning on Radio
Propagation Paths | This work has been submitted to the IEEE for possible publication.
Work partly supported by the RA Science Committee grant No. 22rl-052 (DISTAL)
and the EU under Italian National Recovery and Resilience Plan of
NextGenerationEU on "Telecommunications of the Future" (PE00000001 - program
"RESTART") | null | null | null | cs.NI cs.LG eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conventional methods for outdoor environment reconstruction rely
predominantly on vision-based techniques like photogrammetry and LiDAR, facing
limitations such as constrained coverage, susceptibility to environmental
conditions, and high computational and energy demands. These challenges are
particularly pronounced ... | [
{
"created": "Tue, 27 Feb 2024 09:11:10 GMT",
"version": "v1"
}
] | 2024-04-13 | [
[
"Khachatrian",
"Hrant",
""
],
[
"Mkrtchyan",
"Rafayel",
""
],
[
"Raptis",
"Theofanis P.",
""
]
] | Conventional methods for outdoor environment reconstruction rely predominantly on vision-based techniques like photogrammetry and LiDAR, facing limitations such as constrained coverage, susceptibility to environmental conditions, and high computational and energy demands. These challenges are particularly pronounced in... |
2305.06543 | Lei Yan | Lei Yan, Zhijin Qin, Chunfeng Li, Rui Zhang, Yongzhao Li, and Xiaoming
Tao | QoE-based Semantic-Aware Resource Allocation for Multi-Task Networks | This work has been accepted by IEEE Transactions on Wireless
Communications. arXiv admin note: text overlap with arXiv:2205.14530 | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | By transmitting task-related information only, semantic communications yield
significant performance gains over conventional communications. However, the
lack of mature semantic theory about semantic information quantification and
performance evaluation makes it challenging to perform resource allocation for
semantic... | [
{
"created": "Thu, 11 May 2023 03:18:06 GMT",
"version": "v1"
},
{
"created": "Mon, 8 Apr 2024 14:40:07 GMT",
"version": "v2"
}
] | 2024-04-09 | [
[
"Yan",
"Lei",
""
],
[
"Qin",
"Zhijin",
""
],
[
"Li",
"Chunfeng",
""
],
[
"Zhang",
"Rui",
""
],
[
"Li",
"Yongzhao",
""
],
[
"Tao",
"Xiaoming",
""
]
] | By transmitting task-related information only, semantic communications yield significant performance gains over conventional communications. However, the lack of mature semantic theory about semantic information quantification and performance evaluation makes it challenging to perform resource allocation for semantic c... |
1801.09063 | Parastoo Sadeghi | Yucheng Liu, Parastoo Sadeghi, Fatemeh Arbabjolfaei, and Young-Han Kim | Capacity Theorems for Distributed Index Coding | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In index coding, a server broadcasts multiple messages to their respective
receivers, each with some side information that can be utilized to reduce the
amount of communication from the server. Distributed index coding is an
extension of index coding in which the messages are broadcast from multiple
servers, each sto... | [
{
"created": "Sat, 27 Jan 2018 10:05:49 GMT",
"version": "v1"
},
{
"created": "Sun, 5 Apr 2020 03:37:21 GMT",
"version": "v2"
}
] | 2020-04-07 | [
[
"Liu",
"Yucheng",
""
],
[
"Sadeghi",
"Parastoo",
""
],
[
"Arbabjolfaei",
"Fatemeh",
""
],
[
"Kim",
"Young-Han",
""
]
] | In index coding, a server broadcasts multiple messages to their respective receivers, each with some side information that can be utilized to reduce the amount of communication from the server. Distributed index coding is an extension of index coding in which the messages are broadcast from multiple servers, each stori... |
1801.06274 | Yuhao Zhu | Yuhao Zhu, Matthew Mattina, Paul Whatmough | Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC)
Perspective | null | null | null | null | cs.LG cs.AR cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Machine learning is playing an increasingly significant role in emerging
mobile application domains such as AR/VR, ADAS, etc. Accordingly, hardware
architects have designed customized hardware for machine learning algorithms,
especially neural networks, to improve compute efficiency. However, machine
learning is typi... | [
{
"created": "Fri, 19 Jan 2018 02:42:10 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Feb 2018 23:54:27 GMT",
"version": "v2"
}
] | 2018-02-05 | [
[
"Zhu",
"Yuhao",
""
],
[
"Mattina",
"Matthew",
""
],
[
"Whatmough",
"Paul",
""
]
] | Machine learning is playing an increasingly significant role in emerging mobile application domains such as AR/VR, ADAS, etc. Accordingly, hardware architects have designed customized hardware for machine learning algorithms, especially neural networks, to improve compute efficiency. However, machine learning is typica... |
2209.15439 | Yifan Lu | Yifan Lu, Gurkirt Singh, Suman Saha, Luc Van Gool | Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain
Supervision for Domain-adaptive Action Detection | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We propose a novel domain adaptive action detection approach and a new
adaptation protocol that leverages the recent advancements in image-level
unsupervised domain adaptation (UDA) techniques and handle vagaries of
instance-level video data. Self-training combined with cross-domain mixed
sampling has shown remarkabl... | [
{
"created": "Wed, 28 Sep 2022 22:03:25 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Oct 2022 09:48:43 GMT",
"version": "v2"
}
] | 2022-10-07 | [
[
"Lu",
"Yifan",
""
],
[
"Singh",
"Gurkirt",
""
],
[
"Saha",
"Suman",
""
],
[
"Van Gool",
"Luc",
""
]
] | We propose a novel domain adaptive action detection approach and a new adaptation protocol that leverages the recent advancements in image-level unsupervised domain adaptation (UDA) techniques and handle vagaries of instance-level video data. Self-training combined with cross-domain mixed sampling has shown remarkable ... |
1801.02690 | Benjamin Elizalde | Abelino Jimenez, Benjamin Elizalde, Bhiksha Raj | DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant
Kernels and Random Features | null | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Acoustic scene recordings are represented by different types of handcrafted
or Neural Network-derived features. These features, typically of thousands of
dimensions, are classified in state of the art approaches using kernel
machines, such as the Support Vector Machines (SVM). However, the complexity of
training thes... | [
{
"created": "Mon, 8 Jan 2018 21:12:49 GMT",
"version": "v1"
}
] | 2018-01-10 | [
[
"Jimenez",
"Abelino",
""
],
[
"Elizalde",
"Benjamin",
""
],
[
"Raj",
"Bhiksha",
""
]
] | Acoustic scene recordings are represented by different types of handcrafted or Neural Network-derived features. These features, typically of thousands of dimensions, are classified in state of the art approaches using kernel machines, such as the Support Vector Machines (SVM). However, the complexity of training these ... |
2211.12223 | Hassan Hussein | Hassan Hussein, Allard Oelen, Oliver Karras, S\"oren Auer | KGMM -- A Maturity Model for Scholarly Knowledge Graphs based on
Intertwined Human-Machine Collaboration | Accepted as a full paper at the ICADL 2022: International Conference
on Asian Digital Libraries 2022 | null | null | null | cs.DL cs.HC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Knowledge Graphs (KG) have gained increasing importance in science, business
and society in the last years. However, most knowledge graphs were either
extracted or compiled from existing sources. There are only relatively few
examples where knowledge graphs were genuinely created by an intertwined
human-machine colla... | [
{
"created": "Tue, 22 Nov 2022 12:29:08 GMT",
"version": "v1"
}
] | 2022-11-23 | [
[
"Hussein",
"Hassan",
""
],
[
"Oelen",
"Allard",
""
],
[
"Karras",
"Oliver",
""
],
[
"Auer",
"Sören",
""
]
] | Knowledge Graphs (KG) have gained increasing importance in science, business and society in the last years. However, most knowledge graphs were either extracted or compiled from existing sources. There are only relatively few examples where knowledge graphs were genuinely created by an intertwined human-machine collabo... |
1808.04468 | Yinlam Chow | Jonathan Lacotte and Mohammad Ghavamzadeh and Yinlam Chow and Marco
Pavone | Risk-Sensitive Generative Adversarial Imitation Learning | null | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study risk-sensitive imitation learning where the agent's goal is to
perform at least as well as the expert in terms of a risk profile. We first
formulate our risk-sensitive imitation learning setting. We consider the
generative adversarial approach to imitation learning (GAIL) and derive an
optimization problem f... | [
{
"created": "Mon, 13 Aug 2018 21:08:46 GMT",
"version": "v1"
},
{
"created": "Mon, 24 Dec 2018 02:41:29 GMT",
"version": "v2"
}
] | 2018-12-27 | [
[
"Lacotte",
"Jonathan",
""
],
[
"Ghavamzadeh",
"Mohammad",
""
],
[
"Chow",
"Yinlam",
""
],
[
"Pavone",
"Marco",
""
]
] | We study risk-sensitive imitation learning where the agent's goal is to perform at least as well as the expert in terms of a risk profile. We first formulate our risk-sensitive imitation learning setting. We consider the generative adversarial approach to imitation learning (GAIL) and derive an optimization problem for... |
1508.06853 | Daniele Liciotti | Daniele Liciotti, Marco Contigiani, Emanuele Frontoni, Adriano
Mancini, Primo Zingaretti, Valerio Placidi | Shopper Analytics: a customer activity recognition system using a
distributed RGB-D camera network | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The aim of this paper is to present an integrated system consisted of a RGB-D
camera and a software able to monitor shoppers in intelligent retail
environments. We propose an innovative low cost smart system that can
understand the shoppers' behavior and, in particular, their interactions with
the products in the she... | [
{
"created": "Thu, 27 Aug 2015 13:31:09 GMT",
"version": "v1"
}
] | 2015-08-28 | [
[
"Liciotti",
"Daniele",
""
],
[
"Contigiani",
"Marco",
""
],
[
"Frontoni",
"Emanuele",
""
],
[
"Mancini",
"Adriano",
""
],
[
"Zingaretti",
"Primo",
""
],
[
"Placidi",
"Valerio",
""
]
] | The aim of this paper is to present an integrated system consisted of a RGB-D camera and a software able to monitor shoppers in intelligent retail environments. We propose an innovative low cost smart system that can understand the shoppers' behavior and, in particular, their interactions with the products in the shelv... |
2310.05034 | Zhifeng Hu | Zhifeng Hu, Chong Han, Xudong Wang | Deep Reinforcement Learning Based Cross-Layer Design in Terahertz Mesh
Backhaul Networks | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Supporting ultra-high data rates and flexible reconfigurability, Terahertz
(THz) mesh networks are attractive for next-generation wireless backhaul
systems that empower the integrated access and backhaul (IAB). In THz mesh
backhaul networks, the efficient cross-layer routing and long-term resource
allocation is yet a... | [
{
"created": "Sun, 8 Oct 2023 06:36:00 GMT",
"version": "v1"
}
] | 2023-10-10 | [
[
"Hu",
"Zhifeng",
""
],
[
"Han",
"Chong",
""
],
[
"Wang",
"Xudong",
""
]
] | Supporting ultra-high data rates and flexible reconfigurability, Terahertz (THz) mesh networks are attractive for next-generation wireless backhaul systems that empower the integrated access and backhaul (IAB). In THz mesh backhaul networks, the efficient cross-layer routing and long-term resource allocation is yet an ... |
1810.01997 | Guna Prasaad | Guna Prasaad, Alvin Cheung, Dan Suciu | Improving High Contention OLTP Performance via Transaction Scheduling | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Research in transaction processing has made significant progress in improving
the performance of multi-core in-memory transactional systems. However, the
focus has mainly been on low-contention workloads. Modern transactional systems
perform poorly on workloads with transactions accessing a few highly contended
data ... | [
{
"created": "Wed, 3 Oct 2018 22:53:29 GMT",
"version": "v1"
}
] | 2018-10-05 | [
[
"Prasaad",
"Guna",
""
],
[
"Cheung",
"Alvin",
""
],
[
"Suciu",
"Dan",
""
]
] | Research in transaction processing has made significant progress in improving the performance of multi-core in-memory transactional systems. However, the focus has mainly been on low-contention workloads. Modern transactional systems perform poorly on workloads with transactions accessing a few highly contended data it... |
2312.12244 | Mohammadali Mohammadi | Mohamed Elfiatoure and Mohammadali Mohammadi and Hien Quoc Ngo and
Peter J. Smith and Michail Matthaiou | Protecting Massive MIMO-Radar Coexistence: Precoding Design and Power
Control | 10 Figures, IEEE Open Journal of the Communication society | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | This paper studies the coexistence between a downlink multiuser massive
multi-input-multi-output (MIMO) communication system and MIMO radar. The
performance of the massive MIMO system with maximum ratio ($\MR$), zero-forcing
($\ZF$), and protective $\ZF$ ($\PZF$) precoding designs is characterized in
terms of spectra... | [
{
"created": "Tue, 19 Dec 2023 15:28:00 GMT",
"version": "v1"
}
] | 2023-12-20 | [
[
"Elfiatoure",
"Mohamed",
""
],
[
"Mohammadi",
"Mohammadali",
""
],
[
"Ngo",
"Hien Quoc",
""
],
[
"Smith",
"Peter J.",
""
],
[
"Matthaiou",
"Michail",
""
]
] | This paper studies the coexistence between a downlink multiuser massive multi-input-multi-output (MIMO) communication system and MIMO radar. The performance of the massive MIMO system with maximum ratio ($\MR$), zero-forcing ($\ZF$), and protective $\ZF$ ($\PZF$) precoding designs is characterized in terms of spectral ... |
2309.15817 | Yangjun Ruan | Yangjun Ruan, Honghua Dong, Andrew Wang, Silviu Pitis, Yongchao Zhou,
Jimmy Ba, Yann Dubois, Chris J. Maddison, Tatsunori Hashimoto | Identifying the Risks of LM Agents with an LM-Emulated Sandbox | null | null | null | null | cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Recent advances in Language Model (LM) agents and tool use, exemplified by
applications like ChatGPT Plugins, enable a rich set of capabilities but also
amplify potential risks - such as leaking private data or causing financial
losses. Identifying these risks is labor-intensive, necessitating implementing
the tools,... | [
{
"created": "Mon, 25 Sep 2023 17:08:02 GMT",
"version": "v1"
},
{
"created": "Fri, 17 May 2024 17:17:45 GMT",
"version": "v2"
}
] | 2024-05-20 | [
[
"Ruan",
"Yangjun",
""
],
[
"Dong",
"Honghua",
""
],
[
"Wang",
"Andrew",
""
],
[
"Pitis",
"Silviu",
""
],
[
"Zhou",
"Yongchao",
""
],
[
"Ba",
"Jimmy",
""
],
[
"Dubois",
"Yann",
""
],
[
"Maddison",
... | Recent advances in Language Model (LM) agents and tool use, exemplified by applications like ChatGPT Plugins, enable a rich set of capabilities but also amplify potential risks - such as leaking private data or causing financial losses. Identifying these risks is labor-intensive, necessitating implementing the tools, s... |
1703.00632 | Divya Padmanabhan | Divya Padmanabhan, Satyanath Bhat, Prabuchandran K.J., Shirish Shevade
and Y. Narahari | A Dominant Strategy Truthful, Deterministic Multi-Armed Bandit Mechanism
with Logarithmic Regret | null | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stochastic multi-armed bandit (MAB) mechanisms are widely used in sponsored
search auctions, crowdsourcing, online procurement, etc. Existing stochastic
MAB mechanisms with a deterministic payment rule, proposed in the literature,
necessarily suffer a regret of $\Omega(T^{2/3})$, where $T$ is the number of
time steps... | [
{
"created": "Thu, 2 Mar 2017 05:36:16 GMT",
"version": "v1"
},
{
"created": "Fri, 29 May 2020 08:43:39 GMT",
"version": "v2"
}
] | 2020-06-01 | [
[
"Padmanabhan",
"Divya",
""
],
[
"Bhat",
"Satyanath",
""
],
[
"J.",
"Prabuchandran K.",
""
],
[
"Shevade",
"Shirish",
""
],
[
"Narahari",
"Y.",
""
]
] | Stochastic multi-armed bandit (MAB) mechanisms are widely used in sponsored search auctions, crowdsourcing, online procurement, etc. Existing stochastic MAB mechanisms with a deterministic payment rule, proposed in the literature, necessarily suffer a regret of $\Omega(T^{2/3})$, where $T$ is the number of time steps. ... |
2212.11211 | Fahmida Tasnim Lisa | Fahmida Tasnim Lisa, Md. Zarif Hossain, Sharmin Naj Mou, Shahriar
Ivan, and Md. Hasanul Kabir (Islamic University of Technology, Gazipur,
Bangladesh) | Land Cover and Land Use Detection using Semi-Supervised Learning | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Semi-supervised learning (SSL) has made significant strides in the field of
remote sensing. Finding a large number of labeled datasets for SSL methods is
uncommon, and manually labeling datasets is expensive and time-consuming.
Furthermore, accurately identifying remote sensing satellite images is more
complicated th... | [
{
"created": "Wed, 21 Dec 2022 17:36:28 GMT",
"version": "v1"
}
] | 2022-12-22 | [
[
"Lisa",
"Fahmida Tasnim",
"",
"Islamic University of Technology, Gazipur,\n Bangladesh"
],
[
"Hossain",
"Md. Zarif",
"",
"Islamic University of Technology, Gazipur,\n Bangladesh"
],
[
"Mou",
"Sharmin Naj",
"",
"Islamic University of Technology, Gazipur,\n ... | Semi-supervised learning (SSL) has made significant strides in the field of remote sensing. Finding a large number of labeled datasets for SSL methods is uncommon, and manually labeling datasets is expensive and time-consuming. Furthermore, accurately identifying remote sensing satellite images is more complicated than... |
2103.11144 | Carmel Rabinovitz | Carmel Rabinovitz, Niko Grupen and Aviv Tamar | Unsupervised Feature Learning for Manipulation with Contrastive Domain
Randomization | Accepted to ICRA 2021, code can be found at
https://github.com/carmelrabinov/cdr | null | null | null | cs.LG cs.AI cs.RO | http://creativecommons.org/licenses/by/4.0/ | Robotic tasks such as manipulation with visual inputs require image features
that capture the physical properties of the scene, e.g., the position and
configuration of objects. Recently, it has been suggested to learn such
features in an unsupervised manner from simulated, self-supervised, robot
interaction; the idea... | [
{
"created": "Sat, 20 Mar 2021 09:54:45 GMT",
"version": "v1"
},
{
"created": "Tue, 8 Jun 2021 12:52:56 GMT",
"version": "v2"
}
] | 2021-06-09 | [
[
"Rabinovitz",
"Carmel",
""
],
[
"Grupen",
"Niko",
""
],
[
"Tamar",
"Aviv",
""
]
] | Robotic tasks such as manipulation with visual inputs require image features that capture the physical properties of the scene, e.g., the position and configuration of objects. Recently, it has been suggested to learn such features in an unsupervised manner from simulated, self-supervised, robot interaction; the idea b... |
2110.05727 | Yilun Zhu | Yilun Zhu, Sameer Pradhan, Amir Zeldes | Anatomy of OntoGUM--Adapting GUM to the OntoNotes Scheme to Evaluate
Robustness of SOTA Coreference Algorithms | CRAC 2021. arXiv admin note: substantial text overlap with
arXiv:2106.00933 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | SOTA coreference resolution produces increasingly impressive scores on the
OntoNotes benchmark. However lack of comparable data following the same scheme
for more genres makes it difficult to evaluate generalizability to open domain
data. Zhu et al. (2021) introduced the creation of the OntoGUM corpus for
evaluating ... | [
{
"created": "Tue, 12 Oct 2021 03:52:49 GMT",
"version": "v1"
}
] | 2021-10-13 | [
[
"Zhu",
"Yilun",
""
],
[
"Pradhan",
"Sameer",
""
],
[
"Zeldes",
"Amir",
""
]
] | SOTA coreference resolution produces increasingly impressive scores on the OntoNotes benchmark. However lack of comparable data following the same scheme for more genres makes it difficult to evaluate generalizability to open domain data. Zhu et al. (2021) introduced the creation of the OntoGUM corpus for evaluating ge... |
2002.08103 | Pierre Monnin | Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet | Knowledge-Based Matching of $n$-ary Tuples | null | null | 10.1007/978-3-030-57855-8_4 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An increasing number of data and knowledge sources are accessible by human
and software agents in the expanding Semantic Web. Sources may differ in
granularity or completeness, and thus be complementary. Consequently, they
should be reconciled in order to unlock the full potential of their conjoint
knowledge. In part... | [
{
"created": "Wed, 19 Feb 2020 11:01:33 GMT",
"version": "v1"
},
{
"created": "Thu, 14 May 2020 18:51:53 GMT",
"version": "v2"
}
] | 2020-11-12 | [
[
"Monnin",
"Pierre",
""
],
[
"Couceiro",
"Miguel",
""
],
[
"Napoli",
"Amedeo",
""
],
[
"Coulet",
"Adrien",
""
]
] | An increasing number of data and knowledge sources are accessible by human and software agents in the expanding Semantic Web. Sources may differ in granularity or completeness, and thus be complementary. Consequently, they should be reconciled in order to unlock the full potential of their conjoint knowledge. In partic... |
2102.11917 | Edmon Begoli | Jeremiah Duncan, Fabian Fallas, Chris Gropp, Emily Herron, Maria
Mahbub, Paula Olaya, Eduardo Ponce, Tabitha K. Samuel, Daniel Schultz,
Sudarshan Srinivasan, Maofeng Tang, Viktor Zenkov, Quan Zhou, Edmon Begoli | The Sensitivity of Word Embeddings-based Author Detection Models to
Semantic-preserving Adversarial Perturbations | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Authorship analysis is an important subject in the field of natural language
processing. It allows the detection of the most likely writer of articles,
news, books, or messages. This technique has multiple uses in tasks related to
authorship attribution, detection of plagiarism, style analysis, sources of
misinformat... | [
{
"created": "Tue, 23 Feb 2021 19:55:45 GMT",
"version": "v1"
}
] | 2021-02-25 | [
[
"Duncan",
"Jeremiah",
""
],
[
"Fallas",
"Fabian",
""
],
[
"Gropp",
"Chris",
""
],
[
"Herron",
"Emily",
""
],
[
"Mahbub",
"Maria",
""
],
[
"Olaya",
"Paula",
""
],
[
"Ponce",
"Eduardo",
""
],
[
"Samue... | Authorship analysis is an important subject in the field of natural language processing. It allows the detection of the most likely writer of articles, news, books, or messages. This technique has multiple uses in tasks related to authorship attribution, detection of plagiarism, style analysis, sources of misinformatio... |
2212.00291 | Zachary Ankner | Zachary Ankner, Alex Renda, Gintare Karolina Dziugaite, Jonathan
Frankle, Tian Jin | The Effect of Data Dimensionality on Neural Network Prunability | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Practitioners prune neural networks for efficiency gains and generalization
improvements, but few scrutinize the factors determining the prunability of a
neural network the maximum fraction of weights that pruning can remove without
compromising the model's test accuracy. In this work, we study the properties
of inpu... | [
{
"created": "Thu, 1 Dec 2022 05:33:25 GMT",
"version": "v1"
}
] | 2022-12-02 | [
[
"Ankner",
"Zachary",
""
],
[
"Renda",
"Alex",
""
],
[
"Dziugaite",
"Gintare Karolina",
""
],
[
"Frankle",
"Jonathan",
""
],
[
"Jin",
"Tian",
""
]
] | Practitioners prune neural networks for efficiency gains and generalization improvements, but few scrutinize the factors determining the prunability of a neural network the maximum fraction of weights that pruning can remove without compromising the model's test accuracy. In this work, we study the properties of input ... |
0709.0599 | Igal Sason | Igal Sason | On Universal Properties of Capacity-Approaching LDPC Ensembles | Published in the IEEE Trans. on Information Theory, vol. 55, no. 7,
pp. 2956 - 2990, July 2009 | null | 10.1109/TIT.2009.2021305 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is focused on the derivation of some universal properties of
capacity-approaching low-density parity-check (LDPC) code ensembles whose
transmission takes place over memoryless binary-input output-symmetric (MBIOS)
channels. Properties of the degree distributions, graphical complexity and the
number of fund... | [
{
"created": "Wed, 5 Sep 2007 12:25:58 GMT",
"version": "v1"
},
{
"created": "Sun, 9 Sep 2007 14:10:41 GMT",
"version": "v2"
},
{
"created": "Tue, 18 Sep 2007 07:49:42 GMT",
"version": "v3"
},
{
"created": "Sun, 21 Oct 2007 11:52:19 GMT",
"version": "v4"
},
{
"cre... | 2016-11-17 | [
[
"Sason",
"Igal",
""
]
] | This paper is focused on the derivation of some universal properties of capacity-approaching low-density parity-check (LDPC) code ensembles whose transmission takes place over memoryless binary-input output-symmetric (MBIOS) channels. Properties of the degree distributions, graphical complexity and the number of fundam... |
2310.11689 | Jiefeng Chen | Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi, Sercan O Arik, Tomas
Pfister, Somesh Jha | Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs | Paper published at Findings of the Association for Computational
Linguistics: EMNLP, 2023 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large language models (LLMs) have recently shown great advances in a variety
of tasks, including natural language understanding and generation. However,
their use in high-stakes decision-making scenarios is still limited due to the
potential for errors. Selective prediction is a technique that can be used to
improve ... | [
{
"created": "Wed, 18 Oct 2023 03:34:59 GMT",
"version": "v1"
},
{
"created": "Sat, 11 Nov 2023 19:29:42 GMT",
"version": "v2"
}
] | 2023-11-14 | [
[
"Chen",
"Jiefeng",
""
],
[
"Yoon",
"Jinsung",
""
],
[
"Ebrahimi",
"Sayna",
""
],
[
"Arik",
"Sercan O",
""
],
[
"Pfister",
"Tomas",
""
],
[
"Jha",
"Somesh",
""
]
] | Large language models (LLMs) have recently shown great advances in a variety of tasks, including natural language understanding and generation. However, their use in high-stakes decision-making scenarios is still limited due to the potential for errors. Selective prediction is a technique that can be used to improve th... |
2306.05106 | Tao Gu | Alexander V. Gheorghiu, Tao Gu, David J. Pym | Proof-theoretic Semantics for Intuitionistic Multiplicative Linear Logic | 27 pages | null | null | null | cs.LO math.LO | http://creativecommons.org/licenses/by/4.0/ | This work is the first exploration of proof-theoretic semantics for a
substructural logic. It focuses on the base-extension semantics (B-eS) for
intuitionistic multiplicative linear logic (IMLL). The starting point is a
review of Sandqvist's B-eS for intuitionistic propositional logic (IPL), for
which we propose an a... | [
{
"created": "Thu, 8 Jun 2023 11:13:57 GMT",
"version": "v1"
},
{
"created": "Tue, 15 Aug 2023 16:12:24 GMT",
"version": "v2"
}
] | 2024-03-20 | [
[
"Gheorghiu",
"Alexander V.",
""
],
[
"Gu",
"Tao",
""
],
[
"Pym",
"David J.",
""
]
] | This work is the first exploration of proof-theoretic semantics for a substructural logic. It focuses on the base-extension semantics (B-eS) for intuitionistic multiplicative linear logic (IMLL). The starting point is a review of Sandqvist's B-eS for intuitionistic propositional logic (IPL), for which we propose an alt... |
2107.11768 | Linhao Zhang | Linhao Zhang, Yu Shi, Linjun Shou, Ming Gong, Houfeng Wang, Michael
Zeng | A Joint and Domain-Adaptive Approach to Spoken Language Understanding | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Spoken Language Understanding (SLU) is composed of two subtasks: intent
detection (ID) and slot filling (SF). There are two lines of research on SLU.
One jointly tackles these two subtasks to improve their prediction accuracy,
and the other focuses on the domain-adaptation ability of one of the subtasks.
In this pape... | [
{
"created": "Sun, 25 Jul 2021 09:38:42 GMT",
"version": "v1"
}
] | 2021-07-27 | [
[
"Zhang",
"Linhao",
""
],
[
"Shi",
"Yu",
""
],
[
"Shou",
"Linjun",
""
],
[
"Gong",
"Ming",
""
],
[
"Wang",
"Houfeng",
""
],
[
"Zeng",
"Michael",
""
]
] | Spoken Language Understanding (SLU) is composed of two subtasks: intent detection (ID) and slot filling (SF). There are two lines of research on SLU. One jointly tackles these two subtasks to improve their prediction accuracy, and the other focuses on the domain-adaptation ability of one of the subtasks. In this paper,... |
cs/0310047 | Simona Perri | Simona Perri, Francesco Scarcello, Nicola Leone | Abductive Logic Programs with Penalization: Semantics, Complexity and
Implementation | 36 pages; will be published in Theory and Practice of Logic
Programming | null | null | null | cs.AI | null | Abduction, first proposed in the setting of classical logics, has been
studied with growing interest in the logic programming area during the last
years.
In this paper we study abduction with penalization in the logic programming
framework. This form of abductive reasoning, which has not been previously
analyzed in... | [
{
"created": "Fri, 24 Oct 2003 18:03:06 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Perri",
"Simona",
""
],
[
"Scarcello",
"Francesco",
""
],
[
"Leone",
"Nicola",
""
]
] | Abduction, first proposed in the setting of classical logics, has been studied with growing interest in the logic programming area during the last years. In this paper we study abduction with penalization in the logic programming framework. This form of abductive reasoning, which has not been previously analyzed in log... |
2205.04977 | Marios Constantinides | Marios Constantinides, Daniele Quercia | The Future of Hybrid Meetings | 10 pages, 1 figure | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Meetings are typically considered to be the fuel of an organization's
productivity -- a place where employees discuss ideas and make collective
decisions. However, it is no secret that meetings are also often perceived as
wasteful vacuums, depleting employee morale and productivity, likely due to the
fact that curren... | [
{
"created": "Tue, 10 May 2022 15:33:49 GMT",
"version": "v1"
}
] | 2022-05-11 | [
[
"Constantinides",
"Marios",
""
],
[
"Quercia",
"Daniele",
""
]
] | Meetings are typically considered to be the fuel of an organization's productivity -- a place where employees discuss ideas and make collective decisions. However, it is no secret that meetings are also often perceived as wasteful vacuums, depleting employee morale and productivity, likely due to the fact that current ... |
0906.3231 | EPTCS | Sergey Verlan, Yurii Rogozhin | New Choice for Small Universal Devices: Symport/Antiport P Systems | null | EPTCS 1, 2009, pp. 235-242 | 10.4204/EPTCS.1.23 | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Symport/antiport P systems provide a very simple machinery inspired by
corresponding operations in the living cell. It turns out that systems of small
descriptional complexity are needed to achieve the universality by these
systems. This makes them a good candidate for small universal devices replacing
register machi... | [
{
"created": "Wed, 17 Jun 2009 16:14:54 GMT",
"version": "v1"
}
] | 2009-06-18 | [
[
"Verlan",
"Sergey",
""
],
[
"Rogozhin",
"Yurii",
""
]
] | Symport/antiport P systems provide a very simple machinery inspired by corresponding operations in the living cell. It turns out that systems of small descriptional complexity are needed to achieve the universality by these systems. This makes them a good candidate for small universal devices replacing register machine... |
2403.15209 | Taeheon Kim | Taeheon Kim, Sangyun Chung, Damin Yeom, Youngjoon Yu, Hak Gu Kim, Yong
Man Ro | MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral
Pedestrian Detection | This work has been submitted to the IEEE for possible publication.
Copyright may be transferred without notice, after which this version may no
longer be accessible | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Multispectral pedestrian detection is attractive for around-the-clock
applications due to the complementary information between RGB and thermal
modalities. However, current models often fail to detect pedestrians in certain
cases (e.g., thermal-obscured pedestrians), particularly due to the modality
bias learned from... | [
{
"created": "Fri, 22 Mar 2024 13:50:27 GMT",
"version": "v1"
},
{
"created": "Wed, 29 May 2024 12:53:17 GMT",
"version": "v2"
}
] | 2024-05-30 | [
[
"Kim",
"Taeheon",
""
],
[
"Chung",
"Sangyun",
""
],
[
"Yeom",
"Damin",
""
],
[
"Yu",
"Youngjoon",
""
],
[
"Kim",
"Hak Gu",
""
],
[
"Ro",
"Yong Man",
""
]
] | Multispectral pedestrian detection is attractive for around-the-clock applications due to the complementary information between RGB and thermal modalities. However, current models often fail to detect pedestrians in certain cases (e.g., thermal-obscured pedestrians), particularly due to the modality bias learned from s... |
2404.08675 | Yabin Zhang | Yabin Zhang, Wenhui Yu, Erhan Zhang, Xu Chen, Lantao Hu, Peng Jiang,
Kun Gai | RecGPT: Generative Personalized Prompts for Sequential Recommendation
via ChatGPT Training Paradigm | null | null | null | null | cs.IR cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | ChatGPT has achieved remarkable success in natural language understanding.
Considering that recommendation is indeed a conversation between users and the
system with items as words, which has similar underlying pattern with ChatGPT,
we design a new chat framework in item index level for the recommendation task.
Our n... | [
{
"created": "Sat, 6 Apr 2024 12:38:54 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Zhang",
"Yabin",
""
],
[
"Yu",
"Wenhui",
""
],
[
"Zhang",
"Erhan",
""
],
[
"Chen",
"Xu",
""
],
[
"Hu",
"Lantao",
""
],
[
"Jiang",
"Peng",
""
],
[
"Gai",
"Kun",
""
]
] | ChatGPT has achieved remarkable success in natural language understanding. Considering that recommendation is indeed a conversation between users and the system with items as words, which has similar underlying pattern with ChatGPT, we design a new chat framework in item index level for the recommendation task. Our nov... |
2404.10780 | Muhammad Shoaib Farooq | Muhammad Shoaib Farooq, Hina jabbar | Phishing Website Detection Using a Combined Model of ANN and LSTM | Pages 9, Figures 5 | null | null | null | cs.CR cs.CY | http://creativecommons.org/licenses/by/4.0/ | In this digital era, our lives highly depend on the internet and worldwide
technology. Wide usage of technology and platforms of communication makes our
lives better and easier. But on the other side it carries out some security
issues and cruel activities, phishing is one activity of these cruel
activities. It is a ... | [
{
"created": "Sun, 24 Mar 2024 14:46:02 GMT",
"version": "v1"
}
] | 2024-04-18 | [
[
"Farooq",
"Muhammad Shoaib",
""
],
[
"jabbar",
"Hina",
""
]
] | In this digital era, our lives highly depend on the internet and worldwide technology. Wide usage of technology and platforms of communication makes our lives better and easier. But on the other side it carries out some security issues and cruel activities, phishing is one activity of these cruel activities. It is a ty... |
2301.12695 | Jiahao He | Jiahao He, Shuangyin Li, Xinming Wang, Shing-Chi Cheung, Gansen Zhao
and Jinji Yang | Neural-FEBI: Accurate Function Identification in Ethereum Virtual
Machine Bytecode | 19 pages, 13 figures | null | 10.1016/j.jss.2023.111627 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Millions of smart contracts have been deployed onto the Ethereum platform,
posing potential attack subjects. Therefore, analyzing contract binaries is
vital since their sources are unavailable, involving identification comprising
function entry identification and detecting its boundaries. Such boundaries are
critical... | [
{
"created": "Mon, 30 Jan 2023 07:02:44 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Feb 2023 08:53:03 GMT",
"version": "v2"
}
] | 2023-02-02 | [
[
"He",
"Jiahao",
""
],
[
"Li",
"Shuangyin",
""
],
[
"Wang",
"Xinming",
""
],
[
"Cheung",
"Shing-Chi",
""
],
[
"Zhao",
"Gansen",
""
],
[
"Yang",
"Jinji",
""
]
] | Millions of smart contracts have been deployed onto the Ethereum platform, posing potential attack subjects. Therefore, analyzing contract binaries is vital since their sources are unavailable, involving identification comprising function entry identification and detecting its boundaries. Such boundaries are critical t... |
1902.01031 | Md Ashraful Alam Milton | Md Ashraful Alam Milton | Towards Pedestrian Detection Using RetinaNet in ECCV 2018 Wider
Pedestrian Detection Challenge | ECCV Wider pedestrian detection challenege submission | null | null | null | cs.CV | http://creativecommons.org/publicdomain/zero/1.0/ | The main essence of this paper is to investigate the performance of RetinaNet
based object detectors on pedestrian detection. Pedestrian detection is an
important research topic as it provides a baseline for general object detection
and has a great number of practical applications like autonomous car, robotics
and Se... | [
{
"created": "Mon, 4 Feb 2019 04:49:59 GMT",
"version": "v1"
}
] | 2019-02-05 | [
[
"Milton",
"Md Ashraful Alam",
""
]
] | The main essence of this paper is to investigate the performance of RetinaNet based object detectors on pedestrian detection. Pedestrian detection is an important research topic as it provides a baseline for general object detection and has a great number of practical applications like autonomous car, robotics and Secu... |
2206.09977 | Mohamad Kazem Shirani Faradonbeh | Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh,
Mohsen Bayati | Thompson Sampling Efficiently Learns to Control Diffusion Processes | null | null | null | null | cs.LG cs.AI cs.SY eess.SY math.DS math.OC | http://creativecommons.org/licenses/by/4.0/ | Diffusion processes that evolve according to linear stochastic differential
equations are an important family of continuous-time dynamic decision-making
models. Optimal policies are well-studied for them, under full certainty about
the drift matrices. However, little is known about data-driven control of
diffusion pr... | [
{
"created": "Mon, 20 Jun 2022 19:42:49 GMT",
"version": "v1"
}
] | 2022-06-22 | [
[
"Faradonbeh",
"Mohamad Kazem Shirani",
""
],
[
"Faradonbeh",
"Mohamad Sadegh Shirani",
""
],
[
"Bayati",
"Mohsen",
""
]
] | Diffusion processes that evolve according to linear stochastic differential equations are an important family of continuous-time dynamic decision-making models. Optimal policies are well-studied for them, under full certainty about the drift matrices. However, little is known about data-driven control of diffusion proc... |
1711.10713 | Lse Lse | Damien Pollet (1), St\'ephane Ducasse (1) ((1) RMOD) | A critical analysis of string APIs: The case of Pharo | Science of Computer Programming, Elsevier, 2017 | null | 10.1016/j.scico.2017.11.005 | null | cs.PL cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most programming languages, besides C, provide a native abstraction for
character strings, but string APIs vary widely in size, expressiveness, and
subjective convenience across languages. In Pharo, while at first glance the
API of the String class seems rich, it often feels cumbersome in practice; to
improve its usa... | [
{
"created": "Wed, 29 Nov 2017 07:48:12 GMT",
"version": "v1"
}
] | 2019-04-30 | [
[
"Pollet",
"Damien",
"",
"RMOD"
],
[
"Ducasse",
"Stéphane",
"",
"RMOD"
]
] | Most programming languages, besides C, provide a native abstraction for character strings, but string APIs vary widely in size, expressiveness, and subjective convenience across languages. In Pharo, while at first glance the API of the String class seems rich, it often feels cumbersome in practice; to improve its usabi... |
2106.15335 | Pierre Tholoniat | Tao Luo, Mingen Pan, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu,
Mathias L\'ecuyer | Privacy Budget Scheduling | Extended version of a paper presented at the 15th USENIX Symposium on
Operating Systems Design and Implementation (OSDI '21) | null | null | null | cs.CR cs.DC cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Machine learning (ML) models trained on personal data have been shown to leak
information about users. Differential privacy (DP) enables model training with
a guaranteed bound on this leakage. Each new model trained with DP increases
the bound on data leakage and can be seen as consuming part of a global privacy
budg... | [
{
"created": "Tue, 29 Jun 2021 12:43:47 GMT",
"version": "v1"
}
] | 2021-06-30 | [
[
"Luo",
"Tao",
""
],
[
"Pan",
"Mingen",
""
],
[
"Tholoniat",
"Pierre",
""
],
[
"Cidon",
"Asaf",
""
],
[
"Geambasu",
"Roxana",
""
],
[
"Lécuyer",
"Mathias",
""
]
] | Machine learning (ML) models trained on personal data have been shown to leak information about users. Differential privacy (DP) enables model training with a guaranteed bound on this leakage. Each new model trained with DP increases the bound on data leakage and can be seen as consuming part of a global privacy budget... |
2203.10217 | Stefan Scherzinger | Stefan Scherzinger and Jakob Weinland and Robert Wilbrandt and Pascal
Becker and Arne Roennau and R\"udiger Dillmann | A Walking Space Robot for On-Orbit Satellite Servicing: The ReCoBot | 7 pages, 9 figures, submitted to the 18th IEEE International
Conference on Automation Science and Engineering (CASE) | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | A key factor in the economic efficiency of satellites is their availability
in orbit. Replacing standardized building blocks, such as empty fuel tanks or
outdated electronic modules, could greatly extend the satellites' lifetime.
This, however, requires flexible robots that can locomote on the surface of
these satell... | [
{
"created": "Sat, 19 Mar 2022 02:29:11 GMT",
"version": "v1"
}
] | 2022-03-22 | [
[
"Scherzinger",
"Stefan",
""
],
[
"Weinland",
"Jakob",
""
],
[
"Wilbrandt",
"Robert",
""
],
[
"Becker",
"Pascal",
""
],
[
"Roennau",
"Arne",
""
],
[
"Dillmann",
"Rüdiger",
""
]
] | A key factor in the economic efficiency of satellites is their availability in orbit. Replacing standardized building blocks, such as empty fuel tanks or outdated electronic modules, could greatly extend the satellites' lifetime. This, however, requires flexible robots that can locomote on the surface of these satellit... |
1411.2883 | Namita Jain Mrs | Namita Jain and C.A. Murthy | A new estimate of mutual information based measure of dependence between
two variables: properties and fast implementation | International Journal of Machine Learning and Cybernetics, Springer
Berlin Heidelberg, 10-Sep-2015 | null | 10.1007/s13042-015-0418-6 | null | cs.IT cs.LG math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This article proposes a new method to estimate an existing mutual information
based dependence measure using histogram density estimates. Finding a suitable
bin length for histogram is an open problem. We propose a new way of computing
the bin length for histogram using a function of maximum separation between
points... | [
{
"created": "Tue, 28 Oct 2014 12:49:24 GMT",
"version": "v1"
},
{
"created": "Fri, 9 Jan 2015 02:31:35 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Aug 2015 09:04:18 GMT",
"version": "v3"
},
{
"created": "Mon, 14 Sep 2015 02:36:58 GMT",
"version": "v4"
}
] | 2015-09-15 | [
[
"Jain",
"Namita",
""
],
[
"Murthy",
"C. A.",
""
]
] | This article proposes a new method to estimate an existing mutual information based dependence measure using histogram density estimates. Finding a suitable bin length for histogram is an open problem. We propose a new way of computing the bin length for histogram using a function of maximum separation between points. ... |
2003.05691 | Yiduo Wang | Milad Ramezani, Yiduo Wang, Marco Camurri, David Wisth, Matias
Mattamala and Maurice Fallon | The Newer College Dataset: Handheld LiDAR, Inertial and Vision with
Ground Truth | null | null | 10.1109/IROS45743.2020.9340849 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present a large dataset with a variety of mobile mapping
sensors collected using a handheld device carried at typical walking speeds for
nearly 2.2 km through New College, Oxford. The dataset includes data from two
commercially available devices - a stereoscopic-inertial camera and a
multi-beam 3D Li... | [
{
"created": "Thu, 12 Mar 2020 10:17:16 GMT",
"version": "v1"
},
{
"created": "Thu, 30 Jun 2022 14:33:50 GMT",
"version": "v2"
}
] | 2022-07-01 | [
[
"Ramezani",
"Milad",
""
],
[
"Wang",
"Yiduo",
""
],
[
"Camurri",
"Marco",
""
],
[
"Wisth",
"David",
""
],
[
"Mattamala",
"Matias",
""
],
[
"Fallon",
"Maurice",
""
]
] | In this paper we present a large dataset with a variety of mobile mapping sensors collected using a handheld device carried at typical walking speeds for nearly 2.2 km through New College, Oxford. The dataset includes data from two commercially available devices - a stereoscopic-inertial camera and a multi-beam 3D LiDA... |
2104.14421 | Andrew Wilson | Pavel Izmailov, Sharad Vikram, Matthew D. Hoffman, Andrew Gordon
Wilson | What Are Bayesian Neural Network Posteriors Really Like? | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The posterior over Bayesian neural network (BNN) parameters is extremely
high-dimensional and non-convex. For computational reasons, researchers
approximate this posterior using inexpensive mini-batch methods such as
mean-field variational inference or stochastic-gradient Markov chain Monte
Carlo (SGMCMC). To investi... | [
{
"created": "Thu, 29 Apr 2021 15:38:46 GMT",
"version": "v1"
}
] | 2021-04-30 | [
[
"Izmailov",
"Pavel",
""
],
[
"Vikram",
"Sharad",
""
],
[
"Hoffman",
"Matthew D.",
""
],
[
"Wilson",
"Andrew Gordon",
""
]
] | The posterior over Bayesian neural network (BNN) parameters is extremely high-dimensional and non-convex. For computational reasons, researchers approximate this posterior using inexpensive mini-batch methods such as mean-field variational inference or stochastic-gradient Markov chain Monte Carlo (SGMCMC). To investiga... |
2404.05001 | Ping Wang | Gang Qu, Ping Wang, and Xin Yuan | Dual-Scale Transformer for Large-Scale Single-Pixel Imaging | CVPR 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Single-pixel imaging (SPI) is a potential computational imaging technique
which produces image by solving an illposed reconstruction problem from few
measurements captured by a single-pixel detector. Deep learning has achieved
impressive success on SPI reconstruction. However, previous poor reconstruction
performance... | [
{
"created": "Sun, 7 Apr 2024 15:53:21 GMT",
"version": "v1"
}
] | 2024-04-09 | [
[
"Qu",
"Gang",
""
],
[
"Wang",
"Ping",
""
],
[
"Yuan",
"Xin",
""
]
] | Single-pixel imaging (SPI) is a potential computational imaging technique which produces image by solving an illposed reconstruction problem from few measurements captured by a single-pixel detector. Deep learning has achieved impressive success on SPI reconstruction. However, previous poor reconstruction performance a... |
1302.2671 | Yoon-Sik Cho | Yoon-Sik Cho, Aram Galstyan, P. Jeffrey Brantingham, George Tita | Latent Self-Exciting Point Process Model for Spatial-Temporal Networks | 20 pages, 6 figures (v3); 11 pages, 6 figures (v2); previous version
appeared in the 9th Bayesian Modeling Applications Workshop, UAI'12 | DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS SERIES B, Vol. 19, pp.
1335-1354, 2014 | 10.3934/dcdsb.2014.19.1335 | null | cs.SI cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a latent self-exciting point process model that describes
geographically distributed interactions between pairs of entities. In contrast
to most existing approaches that assume fully observable interactions, here we
consider a scenario where certain interaction events lack information about
participants. I... | [
{
"created": "Tue, 12 Feb 2013 00:01:02 GMT",
"version": "v1"
},
{
"created": "Fri, 15 Feb 2013 18:02:36 GMT",
"version": "v2"
},
{
"created": "Wed, 30 Apr 2014 23:42:52 GMT",
"version": "v3"
}
] | 2014-05-02 | [
[
"Cho",
"Yoon-Sik",
""
],
[
"Galstyan",
"Aram",
""
],
[
"Brantingham",
"P. Jeffrey",
""
],
[
"Tita",
"George",
""
]
] | We propose a latent self-exciting point process model that describes geographically distributed interactions between pairs of entities. In contrast to most existing approaches that assume fully observable interactions, here we consider a scenario where certain interaction events lack information about participants. Ins... |
2405.08547 | Zhiwei Wang | Zhiwei Wang, Jun Huang, Longhua Ma, Chengyu Wu, Hongyu Ma | Exploring Graph-based Knowledge: Multi-Level Feature Distillation via
Channels Relational Graph | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-sa/4.0/ | In visual tasks, large teacher models capture essential features and deep
information, enhancing performance. However, distilling this information into
smaller student models often leads to performance loss due to structural
differences and capacity limitations. To tackle this, we propose a distillation
framework bas... | [
{
"created": "Tue, 14 May 2024 12:37:05 GMT",
"version": "v1"
},
{
"created": "Thu, 16 May 2024 05:25:01 GMT",
"version": "v2"
}
] | 2024-05-17 | [
[
"Wang",
"Zhiwei",
""
],
[
"Huang",
"Jun",
""
],
[
"Ma",
"Longhua",
""
],
[
"Wu",
"Chengyu",
""
],
[
"Ma",
"Hongyu",
""
]
] | In visual tasks, large teacher models capture essential features and deep information, enhancing performance. However, distilling this information into smaller student models often leads to performance loss due to structural differences and capacity limitations. To tackle this, we propose a distillation framework based... |
2307.15715 | Gregor Stiglic | Gregor Stiglic, Leon Kopitar, Lucija Gosak, Primoz Kocbek, Zhe He,
Prithwish Chakraborty, Pablo Meyer, Jiang Bian | Improving Primary Healthcare Workflow Using Extreme Summarization of
Scientific Literature Based on Generative AI | 5 pages, 5 figures | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Primary care professionals struggle to keep up to date with the latest
scientific literature critical in guiding evidence-based practice related to
their daily work. To help solve the above-mentioned problem, we employed
generative artificial intelligence techniques based on large-scale language
models to summarize a... | [
{
"created": "Mon, 24 Jul 2023 21:42:27 GMT",
"version": "v1"
}
] | 2023-08-01 | [
[
"Stiglic",
"Gregor",
""
],
[
"Kopitar",
"Leon",
""
],
[
"Gosak",
"Lucija",
""
],
[
"Kocbek",
"Primoz",
""
],
[
"He",
"Zhe",
""
],
[
"Chakraborty",
"Prithwish",
""
],
[
"Meyer",
"Pablo",
""
],
[
"Bia... | Primary care professionals struggle to keep up to date with the latest scientific literature critical in guiding evidence-based practice related to their daily work. To help solve the above-mentioned problem, we employed generative artificial intelligence techniques based on large-scale language models to summarize abs... |
2406.17216 | Ayush Sekhari | Martin Pawelczyk, Jimmy Z. Di, Yiwei Lu, Gautam Kamath, Ayush Sekhari,
Seth Neel | Machine Unlearning Fails to Remove Data Poisoning Attacks | null | null | null | null | cs.LG cs.AI cs.CR cs.CY | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We revisit the efficacy of several practical methods for approximate machine
unlearning developed for large-scale deep learning. In addition to complying
with data deletion requests, one often-cited potential application for
unlearning methods is to remove the effects of training on poisoned data. We
experimentally d... | [
{
"created": "Tue, 25 Jun 2024 02:05:29 GMT",
"version": "v1"
}
] | 2024-06-26 | [
[
"Pawelczyk",
"Martin",
""
],
[
"Di",
"Jimmy Z.",
""
],
[
"Lu",
"Yiwei",
""
],
[
"Kamath",
"Gautam",
""
],
[
"Sekhari",
"Ayush",
""
],
[
"Neel",
"Seth",
""
]
] | We revisit the efficacy of several practical methods for approximate machine unlearning developed for large-scale deep learning. In addition to complying with data deletion requests, one often-cited potential application for unlearning methods is to remove the effects of training on poisoned data. We experimentally dem... |
2304.08577 | Artsiom Sanakoyeu | Yuming Du, Robin Kips, Albert Pumarola, Sebastian Starke, Ali Thabet,
Artsiom Sanakoyeu | Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking
Inputs with Diffusion Model | CVPR 2023, project page: https://dulucas.github.io/agrol/ | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the recent surge in popularity of AR/VR applications, realistic and
accurate control of 3D full-body avatars has become a highly demanded feature.
A particular challenge is that only a sparse tracking signal is available from
standalone HMDs (Head Mounted Devices), often limited to tracking the user's
head and w... | [
{
"created": "Mon, 17 Apr 2023 19:35:13 GMT",
"version": "v1"
}
] | 2023-04-19 | [
[
"Du",
"Yuming",
""
],
[
"Kips",
"Robin",
""
],
[
"Pumarola",
"Albert",
""
],
[
"Starke",
"Sebastian",
""
],
[
"Thabet",
"Ali",
""
],
[
"Sanakoyeu",
"Artsiom",
""
]
] | With the recent surge in popularity of AR/VR applications, realistic and accurate control of 3D full-body avatars has become a highly demanded feature. A particular challenge is that only a sparse tracking signal is available from standalone HMDs (Head Mounted Devices), often limited to tracking the user's head and wri... |
2405.10077 | Jacopo Bonari | Jacopo Bonari, Lisa K\"uhn, Max von Danwitz, Alexander Popp | Towards Real-Time Urban Physics Simulations with Digital Twins | null | null | null | null | cs.CE | http://creativecommons.org/licenses/by/4.0/ | Urban populations continue to grow, highlighting the critical need to
safeguard civilians against potential disruptions, such as dangerous gas
contaminant dispersion. The digital twin (DT) framework offers promise in
analyzing and predicting such events. This study presents a computational
framework for modelling air... | [
{
"created": "Thu, 16 May 2024 13:16:48 GMT",
"version": "v1"
},
{
"created": "Mon, 12 Aug 2024 15:23:47 GMT",
"version": "v2"
}
] | 2024-08-13 | [
[
"Bonari",
"Jacopo",
""
],
[
"Kühn",
"Lisa",
""
],
[
"von Danwitz",
"Max",
""
],
[
"Popp",
"Alexander",
""
]
] | Urban populations continue to grow, highlighting the critical need to safeguard civilians against potential disruptions, such as dangerous gas contaminant dispersion. The digital twin (DT) framework offers promise in analyzing and predicting such events. This study presents a computational framework for modelling airbo... |
2104.12203 | Muhammad Saif Ullah Khan | Muhammad Saif Ullah Khan | A novel segmentation dataset for signatures on bank checks | null | null | null | null | cs.CV | http://creativecommons.org/publicdomain/zero/1.0/ | The dataset presented provides high-resolution images of real, filled out
bank checks containing various complex backgrounds, and handwritten text and
signatures in the respective fields, along with both pixel-level and
patch-level segmentation masks for the signatures on the checks. The images of
bank checks were ob... | [
{
"created": "Sun, 25 Apr 2021 16:56:09 GMT",
"version": "v1"
},
{
"created": "Wed, 28 Apr 2021 11:06:40 GMT",
"version": "v2"
}
] | 2021-04-29 | [
[
"Khan",
"Muhammad Saif Ullah",
""
]
] | The dataset presented provides high-resolution images of real, filled out bank checks containing various complex backgrounds, and handwritten text and signatures in the respective fields, along with both pixel-level and patch-level segmentation masks for the signatures on the checks. The images of bank checks were obta... |
2406.19016 | Yaojie Zhang | Yaojie Zhang, Haowen Luo, Weijun Wang, Wei Feng | Robust Multi-Robot Global Localization with Unknown Initial Pose based
on Neighbor Constraints | 7 pages (6+1), accepted by ICRA 2024 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-robot global localization (MR-GL) with unknown initial positions in a
large scale environment is a challenging task. The key point is the data
association between different robots' viewpoints. It also makes traditional
Appearance-based localization methods unusable. Recently, researchers have
utilized the objec... | [
{
"created": "Thu, 27 Jun 2024 09:02:02 GMT",
"version": "v1"
}
] | 2024-06-28 | [
[
"Zhang",
"Yaojie",
""
],
[
"Luo",
"Haowen",
""
],
[
"Wang",
"Weijun",
""
],
[
"Feng",
"Wei",
""
]
] | Multi-robot global localization (MR-GL) with unknown initial positions in a large scale environment is a challenging task. The key point is the data association between different robots' viewpoints. It also makes traditional Appearance-based localization methods unusable. Recently, researchers have utilized the object'... |
2106.09623 | Anirudh Som | Anirudh Som, Sujeong Kim, Bladimir Lopez-Prado, Svati Dhamija, Nonye
Alozie, Amir Tamrakar | Towards Explainable Student Group Collaboration Assessment Models Using
Temporal Representations of Individual Student Roles | Accepted in the poster session at the 14th International Conference
on Educational Data Mining | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Collaboration is identified as a required and necessary skill for students to
be successful in the fields of Science, Technology, Engineering and Mathematics
(STEM). However, due to growing student population and limited teaching staff
it is difficult for teachers to provide constructive feedback and instill
collabor... | [
{
"created": "Thu, 17 Jun 2021 16:00:08 GMT",
"version": "v1"
}
] | 2021-06-18 | [
[
"Som",
"Anirudh",
""
],
[
"Kim",
"Sujeong",
""
],
[
"Lopez-Prado",
"Bladimir",
""
],
[
"Dhamija",
"Svati",
""
],
[
"Alozie",
"Nonye",
""
],
[
"Tamrakar",
"Amir",
""
]
] | Collaboration is identified as a required and necessary skill for students to be successful in the fields of Science, Technology, Engineering and Mathematics (STEM). However, due to growing student population and limited teaching staff it is difficult for teachers to provide constructive feedback and instill collaborat... |
2209.11591 | Vadim Indelman | Gilad Rotman, Vadim Indelman | involve-MI: Informative Planning with High-Dimensional Non-Parametric
Beliefs | null | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | One of the most complex tasks of decision making and planning is to gather
information. This task becomes even more complex when the state is
high-dimensional and its belief cannot be expressed with a parametric
distribution. Although the state is high-dimensional, in many problems only a
small fraction of it might b... | [
{
"created": "Fri, 23 Sep 2022 13:51:36 GMT",
"version": "v1"
}
] | 2022-09-26 | [
[
"Rotman",
"Gilad",
""
],
[
"Indelman",
"Vadim",
""
]
] | One of the most complex tasks of decision making and planning is to gather information. This task becomes even more complex when the state is high-dimensional and its belief cannot be expressed with a parametric distribution. Although the state is high-dimensional, in many problems only a small fraction of it might be ... |
2105.11683 | Yuan Xie | Yanbo Wang, Shaohui Lin, Yanyun Qu, Haiyan Wu, Zhizhong Zhang, Yuan
Xie, Angela Yao | Towards Compact Single Image Super-Resolution via Contrastive
Self-distillation | Accepted by IJCAI-21 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Convolutional neural networks (CNNs) are highly successful for
super-resolution (SR) but often require sophisticated architectures with heavy
memory cost and computational overhead, significantly restricts their practical
deployments on resource-limited devices. In this paper, we proposed a novel
contrastive self-dis... | [
{
"created": "Tue, 25 May 2021 05:44:11 GMT",
"version": "v1"
}
] | 2021-05-26 | [
[
"Wang",
"Yanbo",
""
],
[
"Lin",
"Shaohui",
""
],
[
"Qu",
"Yanyun",
""
],
[
"Wu",
"Haiyan",
""
],
[
"Zhang",
"Zhizhong",
""
],
[
"Xie",
"Yuan",
""
],
[
"Yao",
"Angela",
""
]
] | Convolutional neural networks (CNNs) are highly successful for super-resolution (SR) but often require sophisticated architectures with heavy memory cost and computational overhead, significantly restricts their practical deployments on resource-limited devices. In this paper, we proposed a novel contrastive self-disti... |
2111.01528 | Shengcai Liu | Shengcai Liu, Ning Lu, Wenjing Hong, Chao Qian, Ke Tang | Effective and Imperceptible Adversarial Textual Attack via
Multi-objectivization | null | null | null | null | cs.CL cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The field of adversarial textual attack has significantly grown over the last
few years, where the commonly considered objective is to craft adversarial
examples (AEs) that can successfully fool the target model. However, the
imperceptibility of attacks, which is also essential for practical attackers,
is often left ... | [
{
"created": "Tue, 2 Nov 2021 12:10:58 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Jan 2022 06:43:51 GMT",
"version": "v2"
},
{
"created": "Fri, 9 Dec 2022 03:15:35 GMT",
"version": "v3"
},
{
"created": "Fri, 15 Dec 2023 03:08:59 GMT",
"version": "v4"
}
] | 2023-12-18 | [
[
"Liu",
"Shengcai",
""
],
[
"Lu",
"Ning",
""
],
[
"Hong",
"Wenjing",
""
],
[
"Qian",
"Chao",
""
],
[
"Tang",
"Ke",
""
]
] | The field of adversarial textual attack has significantly grown over the last few years, where the commonly considered objective is to craft adversarial examples (AEs) that can successfully fool the target model. However, the imperceptibility of attacks, which is also essential for practical attackers, is often left ou... |
1902.01439 | Chenge Li | Chenge Li, Weixi Zhang, Yong Liu, Yao Wang | Very Long Term Field of View Prediction for 360-degree Video Streaming | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | 360-degree videos have gained increasing popularity in recent years with the
developments and advances in Virtual Reality (VR) and Augmented Reality (AR)
technologies. In such applications, a user only watches a video scene within a
field of view (FoV) centered in a certain direction. Predicting the future FoV
in a l... | [
{
"created": "Mon, 4 Feb 2019 19:43:40 GMT",
"version": "v1"
}
] | 2019-02-06 | [
[
"Li",
"Chenge",
""
],
[
"Zhang",
"Weixi",
""
],
[
"Liu",
"Yong",
""
],
[
"Wang",
"Yao",
""
]
] | 360-degree videos have gained increasing popularity in recent years with the developments and advances in Virtual Reality (VR) and Augmented Reality (AR) technologies. In such applications, a user only watches a video scene within a field of view (FoV) centered in a certain direction. Predicting the future FoV in a lon... |
1712.08291 | Vivek Kulkarni | Vivek Kulkarni and William Yang Wang | TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social
Aspects of Internet Slang | 10 pages, 11 figures,4 tables | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Slang is ubiquitous on the Internet. The emergence of new social contexts
like micro-blogs, question-answering forums, and social networks has enabled
slang and non-standard expressions to abound on the web. Despite this, slang
has been traditionally viewed as a form of non-standard language -- a form of
language tha... | [
{
"created": "Fri, 22 Dec 2017 03:21:05 GMT",
"version": "v1"
}
] | 2017-12-25 | [
[
"Kulkarni",
"Vivek",
""
],
[
"Wang",
"William Yang",
""
]
] | Slang is ubiquitous on the Internet. The emergence of new social contexts like micro-blogs, question-answering forums, and social networks has enabled slang and non-standard expressions to abound on the web. Despite this, slang has been traditionally viewed as a form of non-standard language -- a form of language that ... |
1610.07304 | Bernhard C. Geiger | Roy Timo, Shirin Saeedi Bidokhti, Mich\`ele Wigger, Bernhard C. Geiger | A Rate-Distortion Approach to Caching | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper takes a rate-distortion approach to understanding the
information-theoretic laws governing cache-aided communications systems.
Specifically, we characterise the optimal tradeoffs between the delivery rate,
cache capacity and reconstruction distortions for a single-user problem and
some special cases of a t... | [
{
"created": "Mon, 24 Oct 2016 07:18:28 GMT",
"version": "v1"
}
] | 2016-10-25 | [
[
"Timo",
"Roy",
""
],
[
"Bidokhti",
"Shirin Saeedi",
""
],
[
"Wigger",
"Michèle",
""
],
[
"Geiger",
"Bernhard C.",
""
]
] | This paper takes a rate-distortion approach to understanding the information-theoretic laws governing cache-aided communications systems. Specifically, we characterise the optimal tradeoffs between the delivery rate, cache capacity and reconstruction distortions for a single-user problem and some special cases of a two... |
1405.7519 | Deepali Virmani | Deepali Virmani, Vikrant Malhotra, Ridhi Tyagi | Aspect Based Sentiment Analysis to Extract Meticulous Opinion Value | IJCSIT, MAY 2014 | null | null | null | cs.IR cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Opinion Mining and Sentiment Analysis is a process of identifying opinions in
large unstructured/structured data and then analysing polarity of those
opinions. Opinion mining and sentiment analysis have found vast application in
analysing online ratings, analysing product based reviews, e-governance, and
managing hos... | [
{
"created": "Thu, 29 May 2014 11:05:29 GMT",
"version": "v1"
}
] | 2014-05-30 | [
[
"Virmani",
"Deepali",
""
],
[
"Malhotra",
"Vikrant",
""
],
[
"Tyagi",
"Ridhi",
""
]
] | Opinion Mining and Sentiment Analysis is a process of identifying opinions in large unstructured/structured data and then analysing polarity of those opinions. Opinion mining and sentiment analysis have found vast application in analysing online ratings, analysing product based reviews, e-governance, and managing hosti... |
2309.03308 | Christoph Neuhauser | Christoph Neuhauser, Josef Stumpfegger, and R\"udiger Westermann | Adaptive Sampling of 3D Spatial Correlations for Focus+Context
Visualization | Copyright 2023 IEEE. Personal use of this material is permitted.
Permission from IEEE must be obtained for all other uses, in any current or
future media, including reprinting/republishing this material for advertising
or promotional purposes, creating new collective works, for resale or
redistribution to serve... | IEEE Transactions on Visualization and Computer Graphics, vol. 30,
no. 2, pp. 1608-1623, Feb. 2024 | 10.1109/TVCG.2023.3326855 | null | cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Visualizing spatial correlations in 3D ensembles is challenging due to the
vast amounts of information that need to be conveyed. Memory and time
constraints make it unfeasible to pre-compute and store the correlations
between all pairs of domain points. We propose the embedding of adaptive
correlation sampling into c... | [
{
"created": "Wed, 6 Sep 2023 18:39:30 GMT",
"version": "v1"
},
{
"created": "Wed, 18 Oct 2023 18:34:28 GMT",
"version": "v2"
},
{
"created": "Wed, 3 Jan 2024 20:54:18 GMT",
"version": "v3"
}
] | 2024-01-05 | [
[
"Neuhauser",
"Christoph",
""
],
[
"Stumpfegger",
"Josef",
""
],
[
"Westermann",
"Rüdiger",
""
]
] | Visualizing spatial correlations in 3D ensembles is challenging due to the vast amounts of information that need to be conveyed. Memory and time constraints make it unfeasible to pre-compute and store the correlations between all pairs of domain points. We propose the embedding of adaptive correlation sampling into cho... |
2103.15591 | Vanlin Sathya | Vanlin Sathya, Muhammad Iqbal Rochman, and Monisha Ghosh | Hidden-nodes in coexisting LAA & Wi-Fi: a measurement study of real
deployments | IEEE ICC 2021 Workshop on Spectrum Sharing Technology for
Next-Generation Communications | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | LTE-Licensed Assisted Access (LAA) networks are beginning to be deployed
widely in major metropolitan areas in the US in the unlicensed 5 GHz bands,
which have existing dense deployments of Wi-Fi. This provides a real-world
opportunity to study the problems due to hidden-node scenarios between LAA and
Wi-Fi. The hidd... | [
{
"created": "Mon, 29 Mar 2021 13:13:45 GMT",
"version": "v1"
},
{
"created": "Wed, 31 Mar 2021 19:13:02 GMT",
"version": "v2"
}
] | 2021-04-02 | [
[
"Sathya",
"Vanlin",
""
],
[
"Rochman",
"Muhammad Iqbal",
""
],
[
"Ghosh",
"Monisha",
""
]
] | LTE-Licensed Assisted Access (LAA) networks are beginning to be deployed widely in major metropolitan areas in the US in the unlicensed 5 GHz bands, which have existing dense deployments of Wi-Fi. This provides a real-world opportunity to study the problems due to hidden-node scenarios between LAA and Wi-Fi. The hidden... |
1808.04161 | Hector Garcia de Marina Dr. | Zhiyong Sun and Hector Garcia de Marina and Brian D. O. Anderson and
Ming Cao | Quantization effects and convergence properties of rigid formation
control systems with quantized distance measurements | 29 pages, International Journal of Robust and Nonlinear Control 2018 | null | 10.1002/rnc.4288 | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we discuss quantization effects in rigid formation control
systems when target formations are described by inter-agent distances. Because
of practical sensing and measurement constraints, we consider in this paper
distance measurements in their quantized forms. We show that under
gradient-based formati... | [
{
"created": "Mon, 13 Aug 2018 12:02:15 GMT",
"version": "v1"
}
] | 2018-08-14 | [
[
"Sun",
"Zhiyong",
""
],
[
"de Marina",
"Hector Garcia",
""
],
[
"Anderson",
"Brian D. O.",
""
],
[
"Cao",
"Ming",
""
]
] | In this paper, we discuss quantization effects in rigid formation control systems when target formations are described by inter-agent distances. Because of practical sensing and measurement constraints, we consider in this paper distance measurements in their quantized forms. We show that under gradient-based formation... |
2303.16485 | Tao Hu | Tao Hu, Xiaogang Xu, Ruihang Chu, Jiaya Jia | TriVol: Point Cloud Rendering via Triple Volumes | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Existing learning-based methods for point cloud rendering adopt various 3D
representations and feature querying mechanisms to alleviate the sparsity
problem of point clouds. However, artifacts still appear in rendered images,
due to the challenges in extracting continuous and discriminative 3D features
from point clo... | [
{
"created": "Wed, 29 Mar 2023 06:34:12 GMT",
"version": "v1"
}
] | 2023-03-30 | [
[
"Hu",
"Tao",
""
],
[
"Xu",
"Xiaogang",
""
],
[
"Chu",
"Ruihang",
""
],
[
"Jia",
"Jiaya",
""
]
] | Existing learning-based methods for point cloud rendering adopt various 3D representations and feature querying mechanisms to alleviate the sparsity problem of point clouds. However, artifacts still appear in rendered images, due to the challenges in extracting continuous and discriminative 3D features from point cloud... |
1912.09084 | Jiali Zeng | Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo | Neural Simile Recognition with Cyclic Multitask Learning and Local
Attention | AAAI 2020 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Simile recognition is to detect simile sentences and to extract simile
components, i.e., tenors and vehicles. It involves two subtasks: {\it simile
sentence classification} and {\it simile component extraction}. Recent work has
shown that standard multitask learning is effective for Chinese simile
recognition, but it... | [
{
"created": "Thu, 19 Dec 2019 09:40:19 GMT",
"version": "v1"
}
] | 2019-12-20 | [
[
"Zeng",
"Jiali",
""
],
[
"Song",
"Linfeng",
""
],
[
"Su",
"Jinsong",
""
],
[
"Xie",
"Jun",
""
],
[
"Song",
"Wei",
""
],
[
"Luo",
"Jiebo",
""
]
] | Simile recognition is to detect simile sentences and to extract simile components, i.e., tenors and vehicles. It involves two subtasks: {\it simile sentence classification} and {\it simile component extraction}. Recent work has shown that standard multitask learning is effective for Chinese simile recognition, but it i... |
1907.09977 | Fabian Eckermann | Fabian Eckermann, Moritz Kahlert, Christian Wietfeld | Performance Analysis of C-V2X Mode 4 Communication Introducing an
Open-Source C-V2X Simulator | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Autonomous vehicles, on the ground and in the air, are the next big evolution
in human mobility. While autonomous driving in highway scenarios is already
possible using only the vehicles sensors, the complex scenarios of big cities
with all its different traffic participants is still a vision. Cellular
Vehicle-to-Eve... | [
{
"created": "Tue, 23 Jul 2019 16:09:34 GMT",
"version": "v1"
}
] | 2019-07-24 | [
[
"Eckermann",
"Fabian",
""
],
[
"Kahlert",
"Moritz",
""
],
[
"Wietfeld",
"Christian",
""
]
] | Autonomous vehicles, on the ground and in the air, are the next big evolution in human mobility. While autonomous driving in highway scenarios is already possible using only the vehicles sensors, the complex scenarios of big cities with all its different traffic participants is still a vision. Cellular Vehicle-to-Every... |
1807.11219 | Katsuki Chousa | Katsuki Chousa, Katsuhito Sudoh, Satoshi Nakamura | Training Neural Machine Translation using Word Embedding-based Loss | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In neural machine translation (NMT), the computational cost at the output
layer increases with the size of the target-side vocabulary. Using a
limited-size vocabulary instead may cause a significant decrease in translation
quality. This trade-off is derived from a softmax-based loss function that
handles in-dictionar... | [
{
"created": "Mon, 30 Jul 2018 08:11:52 GMT",
"version": "v1"
}
] | 2018-07-31 | [
[
"Chousa",
"Katsuki",
""
],
[
"Sudoh",
"Katsuhito",
""
],
[
"Nakamura",
"Satoshi",
""
]
] | In neural machine translation (NMT), the computational cost at the output layer increases with the size of the target-side vocabulary. Using a limited-size vocabulary instead may cause a significant decrease in translation quality. This trade-off is derived from a softmax-based loss function that handles in-dictionary ... |
2403.09880 | Riccardo Marchesin | Dario Maddaloni, Riccardo Marchesin, Roberto Zunino | How To Save Fees in Bitcoin Smart Contracts: a Simple Optimistic
Off-chain Protocol | null | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | We consider the execution of smart contracts on Bitcoin. There, every
contract step corresponds to appending to the blockchain a new transaction that
spends the output representing the old contract state, creating a new one for
the updated state. This standard procedure requires the contract participants
to pay trans... | [
{
"created": "Thu, 14 Mar 2024 21:20:36 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Apr 2024 11:47:27 GMT",
"version": "v2"
}
] | 2024-04-30 | [
[
"Maddaloni",
"Dario",
""
],
[
"Marchesin",
"Riccardo",
""
],
[
"Zunino",
"Roberto",
""
]
] | We consider the execution of smart contracts on Bitcoin. There, every contract step corresponds to appending to the blockchain a new transaction that spends the output representing the old contract state, creating a new one for the updated state. This standard procedure requires the contract participants to pay transac... |
2405.09946 | Hugo Herbelin | Hugo Herbelin (PICUBE, IRIF) | On the logical structure of some maximality and well-foundedness
principles equivalent to choice principles | null | null | null | null | cs.LO math.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the logical structure of Teichm{\"u}ller-Tukey lemma, a maximality
principle equivalent to the axiom of choice and show that it corresponds to the
generalisation to arbitrary cardinals of update induction, a well-foundedness
principle from constructive mathematics classically equivalent to the axiom of
depen... | [
{
"created": "Thu, 16 May 2024 09:51:41 GMT",
"version": "v1"
}
] | 2024-05-17 | [
[
"Herbelin",
"Hugo",
"",
"PICUBE, IRIF"
]
] | We study the logical structure of Teichm{\"u}ller-Tukey lemma, a maximality principle equivalent to the axiom of choice and show that it corresponds to the generalisation to arbitrary cardinals of update induction, a well-foundedness principle from constructive mathematics classically equivalent to the axiom of depende... |
2307.07167 | Olukorede Fakorede | Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian | Vulnerability-Aware Instance Reweighting For Adversarial Training | null | null | null | null | cs.LG cs.AI cs.CV | http://creativecommons.org/licenses/by/4.0/ | Adversarial Training (AT) has been found to substantially improve the
robustness of deep learning classifiers against adversarial attacks. AT
involves obtaining robustness by including adversarial examples in training a
classifier. Most variants of AT algorithms treat every training example
equally. However, recent w... | [
{
"created": "Fri, 14 Jul 2023 05:31:32 GMT",
"version": "v1"
}
] | 2023-07-17 | [
[
"Fakorede",
"Olukorede",
""
],
[
"Nirala",
"Ashutosh Kumar",
""
],
[
"Atsague",
"Modeste",
""
],
[
"Tian",
"Jin",
""
]
] | Adversarial Training (AT) has been found to substantially improve the robustness of deep learning classifiers against adversarial attacks. AT involves obtaining robustness by including adversarial examples in training a classifier. Most variants of AT algorithms treat every training example equally. However, recent wor... |
2102.00697 | Milad Sefidgaran | Milad Sefidgaran and Aslan Tchamkerten | Zero-Error Sum Modulo Two with a Common Observation | Accepted for presentation at IEEE ITW 2020 | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | This paper investigates the classical modulo two sum problem in source
coding, but with a common observation: a transmitter observes $(X,Z)$, the
other transmitter observes $(Y,Z)$, and the receiver wants to compute $X \oplus
Y$ without error. Through a coupling argument, this paper establishes a new
lower bound on t... | [
{
"created": "Mon, 1 Feb 2021 08:31:00 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Mar 2021 12:53:07 GMT",
"version": "v2"
}
] | 2021-03-23 | [
[
"Sefidgaran",
"Milad",
""
],
[
"Tchamkerten",
"Aslan",
""
]
] | This paper investigates the classical modulo two sum problem in source coding, but with a common observation: a transmitter observes $(X,Z)$, the other transmitter observes $(Y,Z)$, and the receiver wants to compute $X \oplus Y$ without error. Through a coupling argument, this paper establishes a new lower bound on the... |
1904.01575 | Cheng-I Lai | Cheng-I Lai | Contrastive Predictive Coding Based Feature for Automatic Speaker
Verification | null | null | null | null | cs.CL cs.LG cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This thesis describes our ongoing work on Contrastive Predictive Coding (CPC)
features for speaker verification. CPC is a recently proposed representation
learning framework based on predictive coding and noise contrastive estimation.
We focus on incorporating CPC features into the standard automatic speaker
verifica... | [
{
"created": "Mon, 1 Apr 2019 23:54:08 GMT",
"version": "v1"
}
] | 2019-04-04 | [
[
"Lai",
"Cheng-I",
""
]
] | This thesis describes our ongoing work on Contrastive Predictive Coding (CPC) features for speaker verification. CPC is a recently proposed representation learning framework based on predictive coding and noise contrastive estimation. We focus on incorporating CPC features into the standard automatic speaker verificati... |
2202.03347 | Yonghyun Jeong Mr | Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Jongwon Choi | FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations | null | null | null | null | cs.CV cs.LG eess.IV | http://creativecommons.org/licenses/by/4.0/ | Various deepfake detectors have been proposed, but challenges still exist to
detect images of unknown categories or GAN models outside of the training
settings. Such issues arise from the overfitting issue, which we discover from
our own analysis and the previous studies to originate from the frequency-level
artifact... | [
{
"created": "Mon, 7 Feb 2022 16:45:11 GMT",
"version": "v1"
}
] | 2022-02-08 | [
[
"Jeong",
"Yonghyun",
""
],
[
"Kim",
"Doyeon",
""
],
[
"Ro",
"Youngmin",
""
],
[
"Choi",
"Jongwon",
""
]
] | Various deepfake detectors have been proposed, but challenges still exist to detect images of unknown categories or GAN models outside of the training settings. Such issues arise from the overfitting issue, which we discover from our own analysis and the previous studies to originate from the frequency-level artifacts ... |
1610.00044 | Oussama Habachi | Oussama Habachi, Yezekael Hayel and Rachid El-Azouzi | Optimal Energy-Delay Tradeoff for Opportunistic Spectrum Access in
Cognitive Radio Networks | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cognitive radio (CR) has been considered as a promising technology to enhance
spectrum efficiency via opportunistic transmission at link level. Basic CR
features allow SUs to transmit only when the licensed primary channel is not
occupied by PUs. However, waiting for idle time slot may include large packet
delay and ... | [
{
"created": "Fri, 30 Sep 2016 22:06:59 GMT",
"version": "v1"
}
] | 2016-10-04 | [
[
"Habachi",
"Oussama",
""
],
[
"Hayel",
"Yezekael",
""
],
[
"El-Azouzi",
"Rachid",
""
]
] | Cognitive radio (CR) has been considered as a promising technology to enhance spectrum efficiency via opportunistic transmission at link level. Basic CR features allow SUs to transmit only when the licensed primary channel is not occupied by PUs. However, waiting for idle time slot may include large packet delay and hi... |
2310.14540 | Yutaro Yamada | Yutaro Yamada, Yihan Bao, Andrew K. Lampinen, Jungo Kasai, Ilker
Yildirim | Evaluating Spatial Understanding of Large Language Models | Accepted to TMLR 2024. Our code and data are available at
https://github.com/runopti/SpatialEvalLLM,
https://huggingface.co/datasets/yyamada/SpatialEvalLLM | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large language models (LLMs) show remarkable capabilities across a variety of
tasks. Despite the models only seeing text in training, several recent studies
suggest that LLM representations implicitly capture aspects of the underlying
grounded concepts. Here, we explore LLM representations of a particularly
salient k... | [
{
"created": "Mon, 23 Oct 2023 03:44:40 GMT",
"version": "v1"
},
{
"created": "Tue, 5 Mar 2024 05:02:54 GMT",
"version": "v2"
},
{
"created": "Sat, 13 Apr 2024 01:59:06 GMT",
"version": "v3"
}
] | 2024-04-16 | [
[
"Yamada",
"Yutaro",
""
],
[
"Bao",
"Yihan",
""
],
[
"Lampinen",
"Andrew K.",
""
],
[
"Kasai",
"Jungo",
""
],
[
"Yildirim",
"Ilker",
""
]
] | Large language models (LLMs) show remarkable capabilities across a variety of tasks. Despite the models only seeing text in training, several recent studies suggest that LLM representations implicitly capture aspects of the underlying grounded concepts. Here, we explore LLM representations of a particularly salient kin... |
1602.03350 | Francesco Renna | Francesco Renna, Joseph Doyle, Vasileios Giotsas, Yiannis Andreopoulos | Query Processing For The Internet-of-Things: Coupling Of Device Energy
Consumption And Cloud Infrastructure Billing | To be presented at the 1st IEEE International Conference on
Internet-of-Things Design and Implementation (IoTDI 2016) | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Audio/visual recognition and retrieval applications have recently garnered
significant attention within Internet-of-Things (IoT) oriented services, given
that video cameras and audio processing chipsets are now ubiquitous even in
low-end embedded systems. In the most typical scenario for such services, each
device ex... | [
{
"created": "Wed, 10 Feb 2016 12:32:27 GMT",
"version": "v1"
}
] | 2016-02-11 | [
[
"Renna",
"Francesco",
""
],
[
"Doyle",
"Joseph",
""
],
[
"Giotsas",
"Vasileios",
""
],
[
"Andreopoulos",
"Yiannis",
""
]
] | Audio/visual recognition and retrieval applications have recently garnered significant attention within Internet-of-Things (IoT) oriented services, given that video cameras and audio processing chipsets are now ubiquitous even in low-end embedded systems. In the most typical scenario for such services, each device extr... |
2009.09393 | Densen Puthussery | Hrishikesh P.S., Densen Puthussery, Melvin Kuriakose, Jiji C.V | Transform Domain Pyramidal Dilated Convolution Networks For Restoration
of Under Display Camera Images | Presented at RLQ-TOD workshop at ECCV 2020, 14 pages | null | null | null | cs.CV | http://creativecommons.org/publicdomain/zero/1.0/ | Under-display camera (UDC) is a novel technology that can make digital
imaging experience in handheld devices seamless by providing large
screen-to-body ratio. UDC images are severely degraded owing to their
positioning under a display screen. This work addresses the restoration of
images degraded as a result of UDC ... | [
{
"created": "Sun, 20 Sep 2020 09:26:10 GMT",
"version": "v1"
}
] | 2020-09-22 | [
[
"S.",
"Hrishikesh P.",
""
],
[
"Puthussery",
"Densen",
""
],
[
"Kuriakose",
"Melvin",
""
],
[
"C.",
"Jiji",
"V"
]
] | Under-display camera (UDC) is a novel technology that can make digital imaging experience in handheld devices seamless by providing large screen-to-body ratio. UDC images are severely degraded owing to their positioning under a display screen. This work addresses the restoration of images degraded as a result of UDC im... |
2312.13032 | Weigang Lu | Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Long Jin | NodeMixup: Tackling Under-Reaching for Graph Neural Networks | Accepted by AAAI-24 | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph Neural Networks (GNNs) have become mainstream methods for solving the
semi-supervised node classification problem. However, due to the uneven
location distribution of labeled nodes in the graph, labeled nodes are only
accessible to a small portion of unlabeled nodes, leading to the
\emph{under-reaching} issue. ... | [
{
"created": "Wed, 20 Dec 2023 13:56:27 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Dec 2023 03:02:35 GMT",
"version": "v2"
}
] | 2023-12-22 | [
[
"Lu",
"Weigang",
""
],
[
"Guan",
"Ziyu",
""
],
[
"Zhao",
"Wei",
""
],
[
"Yang",
"Yaming",
""
],
[
"Jin",
"Long",
""
]
] | Graph Neural Networks (GNNs) have become mainstream methods for solving the semi-supervised node classification problem. However, due to the uneven location distribution of labeled nodes in the graph, labeled nodes are only accessible to a small portion of unlabeled nodes, leading to the \emph{under-reaching} issue. In... |
2307.04094 | Lukasz Korycki | Lukasz Korycki, Bartosz Krawczyk | Class-Incremental Mixture of Gaussians for Deep Continual Learning | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Continual learning models for stationary data focus on learning and retaining
concepts coming to them in a sequential manner. In the most generic
class-incremental environment, we have to be ready to deal with classes coming
one by one, without any higher-level grouping. This requirement invalidates
many previously p... | [
{
"created": "Sun, 9 Jul 2023 04:33:19 GMT",
"version": "v1"
}
] | 2023-07-11 | [
[
"Korycki",
"Lukasz",
""
],
[
"Krawczyk",
"Bartosz",
""
]
] | Continual learning models for stationary data focus on learning and retaining concepts coming to them in a sequential manner. In the most generic class-incremental environment, we have to be ready to deal with classes coming one by one, without any higher-level grouping. This requirement invalidates many previously pro... |
2003.10472 | Alexander Beasley | Alexander E. Beasley | A distributed memory, local configuration technique for re-configurable
logic designs | 13 files, 19 images | null | null | null | cs.AR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The use and location of memory in integrated circuits plays a key factor in
their performance. Memory requires large physical area, access times limit
overall system performance and connectivity can result in large fan-out. Modern
FPGA systems and ASICs contain an area of memory used to set the operation of
the devic... | [
{
"created": "Mon, 23 Mar 2020 18:05:22 GMT",
"version": "v1"
}
] | 2020-03-25 | [
[
"Beasley",
"Alexander E.",
""
]
] | The use and location of memory in integrated circuits plays a key factor in their performance. Memory requires large physical area, access times limit overall system performance and connectivity can result in large fan-out. Modern FPGA systems and ASICs contain an area of memory used to set the operation of the device ... |
2405.14133 | Kai Wu | Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing Liu | Automated Loss function Search for Class-imbalanced Node Classification | ICML 2024 | null | null | null | cs.LG cs.AI cs.SC | http://creativecommons.org/licenses/by/4.0/ | Class-imbalanced node classification tasks are prevalent in real-world
scenarios. Due to the uneven distribution of nodes across different classes,
learning high-quality node representations remains a challenging endeavor. The
engineering of loss functions has shown promising potential in addressing this
issue. It in... | [
{
"created": "Thu, 23 May 2024 03:12:49 GMT",
"version": "v1"
}
] | 2024-05-24 | [
[
"Guo",
"Xinyu",
""
],
[
"Wu",
"Kai",
""
],
[
"Zhang",
"Xiaoyu",
""
],
[
"Liu",
"Jing",
""
]
] | Class-imbalanced node classification tasks are prevalent in real-world scenarios. Due to the uneven distribution of nodes across different classes, learning high-quality node representations remains a challenging endeavor. The engineering of loss functions has shown promising potential in addressing this issue. It invo... |
1210.7035 | Fuyuki Ishikawa | Inna Pereverzeva, Elena Troubitsyna and Linas Laibinis | Development of Fault Tolerant MAS with Cooperative Error Recovery by
Refinement in Event-B | In Proceedings of DS-Event-B 2012: Workshop on the experience of and
advances in developing dependable systems in Event-B, in conjunction with
ICFEM 2012 - Kyoto, Japan, November 13, 2012 | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Designing fault tolerance mechanisms for multi-agent systems is a notoriously
difficult task. In this paper we present an approach to formal development of a
fault tolerant multi-agent system by refinement in Event-B. We demonstrate how
to formally specify cooperative error recovery and dynamic reconfiguration in
Eve... | [
{
"created": "Fri, 26 Oct 2012 01:11:59 GMT",
"version": "v1"
}
] | 2012-10-29 | [
[
"Pereverzeva",
"Inna",
""
],
[
"Troubitsyna",
"Elena",
""
],
[
"Laibinis",
"Linas",
""
]
] | Designing fault tolerance mechanisms for multi-agent systems is a notoriously difficult task. In this paper we present an approach to formal development of a fault tolerant multi-agent system by refinement in Event-B. We demonstrate how to formally specify cooperative error recovery and dynamic reconfiguration in Event... |
1502.03561 | Abba Ari Ado Adamou | Ado Adamou Abba Ari (1 and 4), Abdelhak Gueroui (1), Nabila Labraoui
(2) and Blaise Omer Yenke (3) ((1) PRiSM, University of Versailles
St-Quentin-en-Yvelines France, (2) STIC University of Tlemcen Algeria, (3)
LASE University of Ngaoundere Cameroon, (4) University of Maroua Cameroon) | Concepts and evolution of research in the field of wireless sensor
networks | null | International Journal of Computer Networks & Communications. 7.1
(2015) 81-98 | 10.5121/ijcnc.2015.7106 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The field of Wireless Sensor Networks (WSNs) is experiencing a resurgence of
interest and a continuous evolution in the scientific and industrial community.
The use of this particular type of ad hoc network is becoming increasingly
important in many contexts, regardless of geographical position and so,
according to a... | [
{
"created": "Thu, 12 Feb 2015 08:27:03 GMT",
"version": "v1"
},
{
"created": "Wed, 13 May 2015 16:29:55 GMT",
"version": "v2"
}
] | 2015-05-14 | [
[
"Ari",
"Ado Adamou Abba",
"",
"1 and 4"
],
[
"Gueroui",
"Abdelhak",
""
],
[
"Labraoui",
"Nabila",
""
],
[
"Yenke",
"Blaise Omer",
""
]
] | The field of Wireless Sensor Networks (WSNs) is experiencing a resurgence of interest and a continuous evolution in the scientific and industrial community. The use of this particular type of ad hoc network is becoming increasingly important in many contexts, regardless of geographical position and so, according to a s... |
1903.03680 | Apostolos Syropoulos | Apostolos Syropoulos | Fuzzy Bigraphs: An Exercise in Fuzzy Communicating Agents | 11 pages, 3 figures | null | 10.1007/978-3-030-38565-1_13 | null | cs.LO cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Bigraphs and their algebra is a model of concurrency. Fuzzy bigraphs are a
generalization of birgraphs intended to be a model of concurrency that
incorporates vagueness. More specifically, this model assumes that agents are
similar, communication is not perfect, and, in general, everything is or
happens to some degre... | [
{
"created": "Tue, 5 Mar 2019 14:28:59 GMT",
"version": "v1"
}
] | 2020-02-18 | [
[
"Syropoulos",
"Apostolos",
""
]
] | Bigraphs and their algebra is a model of concurrency. Fuzzy bigraphs are a generalization of birgraphs intended to be a model of concurrency that incorporates vagueness. More specifically, this model assumes that agents are similar, communication is not perfect, and, in general, everything is or happens to some degree. |
2201.01008 | Kyungmoon Lee | Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak | Learning to Generate Novel Classes for Deep Metric Learning | Accepted to BMVC 2021 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep metric learning aims to learn an embedding space where the distance
between data reflects their class equivalence, even when their classes are
unseen during training. However, the limited number of classes available in
training precludes generalization of the learned embedding space. Motivated by
this, we introd... | [
{
"created": "Tue, 4 Jan 2022 06:55:19 GMT",
"version": "v1"
}
] | 2022-01-05 | [
[
"Lee",
"Kyungmoon",
""
],
[
"Kim",
"Sungyeon",
""
],
[
"Hong",
"Seunghoon",
""
],
[
"Kwak",
"Suha",
""
]
] | Deep metric learning aims to learn an embedding space where the distance between data reflects their class equivalence, even when their classes are unseen during training. However, the limited number of classes available in training precludes generalization of the learned embedding space. Motivated by this, we introduc... |
cs/0508129 | Esra Erdem | Esra Erdem, Vladimir Lifschitz, and Don Ringe | Temporal Phylogenetic Networks and Logic Programming | null | null | null | null | cs.LO cs.AI cs.PL | null | The concept of a temporal phylogenetic network is a mathematical model of
evolution of a family of natural languages. It takes into account the fact that
languages can trade their characteristics with each other when linguistic
communities are in contact, and also that a contact is only possible when the
languages ar... | [
{
"created": "Tue, 30 Aug 2005 13:04:05 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Erdem",
"Esra",
""
],
[
"Lifschitz",
"Vladimir",
""
],
[
"Ringe",
"Don",
""
]
] | The concept of a temporal phylogenetic network is a mathematical model of evolution of a family of natural languages. It takes into account the fact that languages can trade their characteristics with each other when linguistic communities are in contact, and also that a contact is only possible when the languages are ... |
1901.06694 | Jaya Prakash Champati Dr | Jaya Prakash Champati and Mohammad H. Mamduhi and Karl H. Johansson
and James Gross | Performance Characterization Using AoI in a Single-loop Networked
Control System | 7 pages, IEEE Infocom AoI Workshop, 2019 | null | null | null | cs.SY cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The joint design of control and communication scheduling in a Networked
Control System (NCS) is known to be a hard problem. Several research works have
successfully designed optimal sampling and/or control strategies under
simplified communication models, where transmission delays/times are negligible
or fixed. Howev... | [
{
"created": "Sun, 20 Jan 2019 16:16:27 GMT",
"version": "v1"
},
{
"created": "Mon, 18 Mar 2019 15:39:01 GMT",
"version": "v2"
},
{
"created": "Wed, 3 Jul 2019 16:26:23 GMT",
"version": "v3"
},
{
"created": "Fri, 5 Jul 2019 13:43:26 GMT",
"version": "v4"
}
] | 2019-07-08 | [
[
"Champati",
"Jaya Prakash",
""
],
[
"Mamduhi",
"Mohammad H.",
""
],
[
"Johansson",
"Karl H.",
""
],
[
"Gross",
"James",
""
]
] | The joint design of control and communication scheduling in a Networked Control System (NCS) is known to be a hard problem. Several research works have successfully designed optimal sampling and/or control strategies under simplified communication models, where transmission delays/times are negligible or fixed. However... |
2308.03269 | Haodi Ma | Haodi Ma, Anthony Colas, Yuejie Wang, Ali Sadeghian, Daisy Zhe Wang | Simple Rule Injection for ComplEx Embeddings | null | null | null | null | cs.CL cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent works in neural knowledge graph inference attempt to combine logic
rules with knowledge graph embeddings to benefit from prior knowledge. However,
they usually cannot avoid rule grounding, and injecting a diverse set of rules
has still not been thoroughly explored. In this work, we propose InjEx, a
mechanism t... | [
{
"created": "Mon, 7 Aug 2023 03:19:59 GMT",
"version": "v1"
}
] | 2023-08-08 | [
[
"Ma",
"Haodi",
""
],
[
"Colas",
"Anthony",
""
],
[
"Wang",
"Yuejie",
""
],
[
"Sadeghian",
"Ali",
""
],
[
"Wang",
"Daisy Zhe",
""
]
] | Recent works in neural knowledge graph inference attempt to combine logic rules with knowledge graph embeddings to benefit from prior knowledge. However, they usually cannot avoid rule grounding, and injecting a diverse set of rules has still not been thoroughly explored. In this work, we propose InjEx, a mechanism to ... |
1001.2421 | Mari Kobayashi | Mari Kobayashi, Sheng Yang, Merouane Debbah, Jean-Claude Belfiore | Outage Efficient Strategies for Network MIMO with Partial CSIT | 26 pages, 8 figures, submitted to IEEE Trans. on Signal Processing | null | 10.1109/ISIT.2009.5206071 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a multi-cell MIMO downlink (network MIMO) where $B$ base-stations
(BS) with $M$ antennas connected to a central station (CS) serve $K$
single-antenna user terminals (UT). Although many works have shown the
potential benefits of network MIMO, the conclusion critically depends on the
underlying assumptions ... | [
{
"created": "Thu, 14 Jan 2010 11:10:59 GMT",
"version": "v1"
}
] | 2016-11-17 | [
[
"Kobayashi",
"Mari",
""
],
[
"Yang",
"Sheng",
""
],
[
"Debbah",
"Merouane",
""
],
[
"Belfiore",
"Jean-Claude",
""
]
] | We consider a multi-cell MIMO downlink (network MIMO) where $B$ base-stations (BS) with $M$ antennas connected to a central station (CS) serve $K$ single-antenna user terminals (UT). Although many works have shown the potential benefits of network MIMO, the conclusion critically depends on the underlying assumptions su... |
2209.12499 | Hyun Jae Lee | HyunJae Lee, Gihyeon Lee, Junhwan Kim, Sungjun Cho, Dohyun Kim,
Donggeun Yoo | Improving Multi-fidelity Optimization with a Recurring Learning Rate for
Hyperparameter Tuning | null | null | null | null | cs.CV cs.LG math.OC | http://creativecommons.org/licenses/by/4.0/ | Despite the evolution of Convolutional Neural Networks (CNNs), their
performance is surprisingly dependent on the choice of hyperparameters.
However, it remains challenging to efficiently explore large hyperparameter
search space due to the long training times of modern CNNs. Multi-fidelity
optimization enables the e... | [
{
"created": "Mon, 26 Sep 2022 08:16:31 GMT",
"version": "v1"
}
] | 2022-09-27 | [
[
"Lee",
"HyunJae",
""
],
[
"Lee",
"Gihyeon",
""
],
[
"Kim",
"Junhwan",
""
],
[
"Cho",
"Sungjun",
""
],
[
"Kim",
"Dohyun",
""
],
[
"Yoo",
"Donggeun",
""
]
] | Despite the evolution of Convolutional Neural Networks (CNNs), their performance is surprisingly dependent on the choice of hyperparameters. However, it remains challenging to efficiently explore large hyperparameter search space due to the long training times of modern CNNs. Multi-fidelity optimization enables the exp... |
2001.05197 | Xin Jin | Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen | Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based
Object Re-Identification | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Object re-identification (re-id) aims to identify a specific object across
times or camera views, with the person re-id and vehicle re-id as the most
widely studied applications. Re-id is challenging because of the variations in
viewpoints, (human) poses, and occlusions. Multi-shots of the same object can
cover diver... | [
{
"created": "Wed, 15 Jan 2020 09:39:05 GMT",
"version": "v1"
},
{
"created": "Tue, 21 Jan 2020 17:21:07 GMT",
"version": "v2"
}
] | 2020-01-22 | [
[
"Jin",
"Xin",
""
],
[
"Lan",
"Cuiling",
""
],
[
"Zeng",
"Wenjun",
""
],
[
"Chen",
"Zhibo",
""
]
] | Object re-identification (re-id) aims to identify a specific object across times or camera views, with the person re-id and vehicle re-id as the most widely studied applications. Re-id is challenging because of the variations in viewpoints, (human) poses, and occlusions. Multi-shots of the same object can cover diverse... |
1101.1608 | Jasni Mohamad Zain | Jasni Mohamad Zain, Mengkar Tey, Yingsoon Goh | Does Aesthetics of Web Page Interface Matters to Mandarin Learning? | 9 pages, 1 figure, 9 tables | International Journal of Computer Science and Network Security,
Vol. 7 No. 8 pp. 43-51 August 2007, ISSN 1738-7906 | null | null | cs.HC cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Aesthetics of web page refers to how attractive a web page is in which it
catches the attention of the user to read through the information. In addition,
the visual appearance is important in getting attentions of the users.
Moreover, it was found that those screens, which were perceived as
aesthetically pleasing, we... | [
{
"created": "Sat, 8 Jan 2011 16:58:47 GMT",
"version": "v1"
}
] | 2011-01-11 | [
[
"Zain",
"Jasni Mohamad",
""
],
[
"Tey",
"Mengkar",
""
],
[
"Goh",
"Yingsoon",
""
]
] | Aesthetics of web page refers to how attractive a web page is in which it catches the attention of the user to read through the information. In addition, the visual appearance is important in getting attentions of the users. Moreover, it was found that those screens, which were perceived as aesthetically pleasing, were... |
1008.3725 | Grenville Croll | Grenville J. Croll, David F. Baker, Ola Lawal | Evaluating Financial Model Performance: An Empirical Analysis of Some
North Sea Investments | 11 Pages, 1 Table, 5 Figures | Proc. European Spreadsheet Risks Int. Grp. (EuSpRIG) 2010 87-98
ISBN 978-1-905404-50-6 | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fifty North Sea oil & gas investment transactions were analysed using
traditional spreadsheet based financial modelling methods. The purpose of the
analysis was to determine if there was a statistically significant relationship
between the price paid for an oil & gas asset and the actual or expected
financial return ... | [
{
"created": "Sun, 22 Aug 2010 21:26:01 GMT",
"version": "v1"
}
] | 2010-08-24 | [
[
"Croll",
"Grenville J.",
""
],
[
"Baker",
"David F.",
""
],
[
"Lawal",
"Ola",
""
]
] | Fifty North Sea oil & gas investment transactions were analysed using traditional spreadsheet based financial modelling methods. The purpose of the analysis was to determine if there was a statistically significant relationship between the price paid for an oil & gas asset and the actual or expected financial return ov... |
1812.07640 | Alexander Veretennikov Borisovich | Alexander B. Veretennikov | Proximity Full-Text Search by Means of Additional Indexes with
Multi-component Keys: In Pursuit of Optimal Performance | Revised paper of "Veretennikov A.B. Proximity full-text search with a
response time guarantee by means of additional indexes with multi-component
keys", Selected Papers of the XX International Conference on Data Analytics
and Management in Data Intensive Domains (DAMDID/RCDL 2018), Moscow, Russia,
October 9-12,... | Data Analytics and Management in Data Intensive Domains.
DAMDID/RCDL 2018. Communications in Computer and Information Science, vol
1003. Springer, Cham | 10.1007/978-3-030-23584-0_7 | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Full-text search engines are important tools for information retrieval. In a
proximity full-text search, a document is relevant if it contains query terms
near each other, especially if the query terms are frequently occurring words.
For each word in a text, we use additional indexes to store information about
nearby... | [
{
"created": "Tue, 18 Dec 2018 20:57:15 GMT",
"version": "v1"
},
{
"created": "Tue, 9 Jul 2019 18:33:56 GMT",
"version": "v2"
}
] | 2019-07-11 | [
[
"Veretennikov",
"Alexander B.",
""
]
] | Full-text search engines are important tools for information retrieval. In a proximity full-text search, a document is relevant if it contains query terms near each other, especially if the query terms are frequently occurring words. For each word in a text, we use additional indexes to store information about nearby w... |
2311.12223 | Shisheng Hu | Shisheng Hu, Jie Gao, Xinyu Huang, Mushu Li, Kaige Qu, Conghao Zhou,
and Xuemin (Sherman) Shen | Digital Twin-Based User-Centric Edge Continual Learning in Integrated
Sensing and Communication | submitted to IEEE ICC 2024 | null | null | null | cs.NI cs.AI eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose a digital twin (DT)-based user-centric approach for
processing sensing data in an integrated sensing and communication (ISAC)
system with high accuracy and efficient resource utilization. The considered
scenario involves an ISAC device with a lightweight deep neural network (DNN)
and a mobil... | [
{
"created": "Mon, 20 Nov 2023 22:27:14 GMT",
"version": "v1"
}
] | 2023-11-22 | [
[
"Hu",
"Shisheng",
"",
"Sherman"
],
[
"Gao",
"Jie",
"",
"Sherman"
],
[
"Huang",
"Xinyu",
"",
"Sherman"
],
[
"Li",
"Mushu",
"",
"Sherman"
],
[
"Qu",
"Kaige",
"",
"Sherman"
],
[
"Zhou",
"Conghao",
"",
... | In this paper, we propose a digital twin (DT)-based user-centric approach for processing sensing data in an integrated sensing and communication (ISAC) system with high accuracy and efficient resource utilization. The considered scenario involves an ISAC device with a lightweight deep neural network (DNN) and a mobile ... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.