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707
papertalks found
19/08/2021
Data-Efficient Reinforcement Learning for Malaria Control
Lixin Zou
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Human-Agent Interaction
,
Environmental
10:51
19/08/2021
A Survey of Machine Learning-Based Physics Event Generation
Yasir Alanazi
,
Nobuo Sato
,
Pawel Ambrozewicz
and
Astrid Hiller-Blin
,
Wally Melnitchouk
,
Marco Battaglieri
,
Tianbo Liu
,
Yaohang Li
Keywords
Abstract
Paper
Machine learning
,
General
,
General
14:58
19/08/2021
A Survey on Low-Resource Neural Machine Translation
Rui Wang
,
Xu Tan
,
Renqian Luo
and
Tao Qin
,
Tie-Yan Liu
Keywords
Abstract
Paper
Natural language processing
,
General
,
General
13:42
19/08/2021
Qualitative Spatial and Temporal Reasoning: Current Status and Future Challenges
Michael Sioutis
,
Diedrich Wolter
Keywords
Abstract
Paper
Knowledge representation and reasoning
,
General
19:52
19/08/2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation
Zhen Qiu
,
Yifan Zhang
,
Hongbin Lin
and
Shuaicheng Niu
,
Yanxia Liu
,
Qing Du
,
Mingkui Tan
Keywords
Abstract
Paper
Machine Learning
,
Classification
,
Transfer, Adaptation, Multi-task Learning
13:03
19/08/2021
Non-Parametric Stochastic Sequential Assignment With Random Arrival Times
Danial Dervovic
,
Parisa Hassanzadeh
,
Samuel Assefa
,
Prashant Reddy
Keywords
Abstract
Paper
Uncertainty in AI
,
Sequential Decision Making
,
Planning and Scheduling
,
Cost-Sensitive Learning
14:28
19/08/2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
Cheng Qian
,
Nikos Kargas
,
Cao Xiao
and
Lucas Glass
,
Nicholas Sidiropoulos
,
Jimeng Sun
Keywords
Abstract
Paper
Machine Learning
,
Time-series; Data Streams
,
Unsupervised Learning
,
Applications of Unsupervised Learning
14:22
19/08/2021
Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation
Xiaohai Tong
,
Pengfei Wang
,
Chenliang Li
and
Long Xia
,
Shaozhang Niu
Keywords
Abstract
Paper
Data Mining
,
Recommender Systems
,
Frequent Pattern Mining
10:50
19/08/2021
Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation
Zilu Guo
,
Zhongqiang Huang
,
Kenny Q. Zhu
and
Guandan Chen
,
Kaibo Zhang
,
Boxing Chen
,
Fei Huang
Keywords
Abstract
Paper
Natural Language Processing
,
Machine Translation
,
Natural Language Generation
,
NLP Applications and Tools
13:53
19/08/2021
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking
Jinlong Peng
,
Zhengkai Jiang
,
Yueyang Gu
and
Yang Wu
,
Yabiao Wang
,
Ying Tai
,
Chengjie Wang
,
Weiyao Lin
Keywords
Abstract
Paper
Computer Vision
,
Motion and Tracking
,
Video
11:15
19/08/2021
GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data
Danyang Wu
,
Jin Xu
,
Xia Dong
and
Meng Liao
,
Rong Wang
,
Feiping Nie
,
Xuelong Li
Keywords
Abstract
Paper
Machine Learning
,
Learning Sparse Models
,
Multi-instance; Multi-label; Multi-view learning
,
Unsupervised Learning
11:48
19/08/2021
An Axiom System for Feedback Centralities
Tomasz Wąs
,
Oskar Skibski
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Economic Paradigms, Auctions and Market-Based Systems
,
Networks
10:07
19/08/2021
Variational Model-based Policy Optimization
Yinlam Chow
,
Brandon Cui
,
Moonkyung Ryu
,
Mohammad Ghavamzadeh
Keywords
Abstract
Paper
Machine Learning
,
Reinforcement Learning
15:31
19/08/2021
Decision Making with Differential Privacy under a Fairness Lens
Cuong Tran
,
Ferdinando Fioretto
,
Pascal Van Hentenryck
,
Zhiyan Yao
Keywords
Abstract
Paper
AI Ethics, Trust, Fairness
,
Fairness
,
Security and Privacy
,
Privacy Preserving Data Mining
,
Classification
13:05
19/08/2021
Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization
Xiachong Feng
,
Xiaocheng Feng
,
Bing Qin
,
Xinwei Geng
Keywords
Abstract
Paper
Natural Language Processing
,
Natural Language Summarization
,
Natural Language Generation
8:32
19/08/2021
Planning and Reinforcement Learning for General-Purpose Service Robots
Yuqian Jiang
Keywords
Abstract
Paper
Robotics
,
Cognitive Robotics
,
Robot Planning
,
Reinforcement Learning
,
Learning in Robotics
14:02
19/08/2021
Hiding Numerical Vectors in Local Private and Shuffled Messages
Shaowei Wang
,
Jin Li
,
Yuqiu Qian
and
Jiachun Du
,
Wenqing Lin
,
Wei Yang
Keywords
Abstract
Paper
Multidisciplinary Topics and Applications
,
Security and Privacy
11:11
19/08/2021
Graph-Augmented Code Summarization in Computational Notebooks
April Wang
,
Dakuo Wang
,
Xuye Liu
,
Lingfei Wu
Keywords
Abstract
Paper
Natural Language Processing
,
General
,
General
9:06
19/08/2021
SURPRISE! and When to Schedule It.
Zhihuan Huang
,
Shengwei Xu
,
You Shan
and
Yuxuan Lu
,
Yuqing Kong
,
Tracy Xiao Liu
,
Grant Schoenebeck
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Algorithmic Game Theory
,
Computational Social Choice
,
Human Computation and Crowdsourcing
9:04
19/08/2021
Communication-efficient and Scalable Decentralized Federated Edge Learning
Austine Zong Han Yapp
,
Hong Soo Nicholas Koh
,
Yan Ting Lai
and
Jiawen Kang
,
Xuandi Li
,
Jer Shyuan Ng
,
Hongchao Jiang
,
Wei Yang Bryan Lim
,
Zehui Xiong
,
Dusit Niyato
Keywords
Abstract
Paper
Machine Learning
,
General
15:30
19/08/2021
Detecting Deepfake Videos with Temporal Dropout 3DCNN
Daichi Zhang
,
Chenyu Li
,
Fanzhao Lin
and
Dan Zeng
,
Shiming Ge
Keywords
Abstract
Paper
Computer Vision
,
Biometrics, Face and Gesture Recognition
,
Fairness
,
Surveillance, Manipulation of People
8:30
19/08/2021
PROPm Allocations of Indivisible Goods to Multiple Agents
Artem Baklanov
,
Pranav Garimidi
,
Vasilis Gkatzelis
,
Daniel Schoepflin
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Resource Allocation
14:22
19/08/2021
Game-theoretic Analysis of Effort Allocation of Contributors to Public Projects
Jared Soundy
,
Chenhao Wang
,
Clay Stevens
,
Hau Chan
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Noncooperative Games
,
Resource Allocation
,
Algorithmic Game Theory
14:46
19/08/2021
Correlation-Guided Representation for Multi-Label Text Classification
Qian-Wen Zhang
,
Ximing Zhang
,
Zhao Yan
and
Ruifang Liu
,
Yunbo Cao
,
Min-Ling Zhang
Keywords
Abstract
Paper
Machine Learning
,
Multi-instance; Multi-label; Multi-view learning
,
Classification
,
Text Classification
11:13
19/08/2021
On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract Argumentation
Ringo Baumann
,
Markus Ulbricht
Keywords
Abstract
Paper
Knowledge Representation and Reasoning
,
Computational Models of Argument
,
Non-monotonic Reasoning
14:01
19/08/2021
Continual Lifelong Learning for Intelligent Agents
Ghada Sokar
Keywords
Abstract
Paper
Machine Learning
,
Incremental Learning
,
Learning Sparse Models
,
Classification
,
Deep Learning
14:02
19/08/2021
Temporal Induced Self-Play for Stochastic Bayesian Games
Weizhe Chen
,
Zihan Zhou
,
Yi Wu
,
Fei Fang
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Multi-agent Learning
,
Applications of Reinforcement Learning
11:52
19/08/2021
EmbedMask: Embedding Coupling for Instance Segmentation
Hui Ying
,
Zhaojin Huang
,
Shu Liu
and
Tianjia Shao
,
Kun Zhou
Keywords
Abstract
Paper
Computer Vision
,
Recognition
10:08
19/08/2021
A Streaming End-to-End Framework For Spoken Language Understanding
Nihal Potdar
,
Anderson Raymundo Avila
,
Chao Xing
and
Dong Wang
,
Yiran Cao
,
Xiao Chen
Keywords
Abstract
Paper
Natural Language Processing
,
Dialogue
,
Speech
14:09
19/08/2021
Learning Deeper Non-Monotonic Networks by Softly Transferring Solution Space
Zheng-Fan Wu
,
Hui Xue
,
Weimin Bai
Keywords
Abstract
Paper
Machine Learning
,
Kernel Methods
,
Deep Learning
,
Classification
12:50
19/08/2021
Understanding the Relationship between Interactions and Outcomes in Human-in-the-Loop Machine Learning
Yuchen Cui
,
Pallavi Koppol
,
Henny Admoni
and
Scott Niekum
,
Reid Simmons
,
Aaron Steinfeld
,
Tesca Fitzgerald
Keywords
Abstract
Paper
Humans and AI
,
General
14:18
19/08/2021
Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints
Chao Bian
,
Chao Qian
,
Frank Neumann
,
Yang Yu
Keywords
Abstract
Paper
Machine Learning
,
Evolutionary Learning
,
Heuristic Search
,
Heuristic Search and Machine Learning
13:05
19/08/2021
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
Jing Yu
,
Yuan Chai
,
Yujing Wang
and
Yue Hu
,
Qi Wu
Keywords
Abstract
Paper
Computer Vision
,
Language and Vision
15:08
19/08/2021
Secure Deep Graph Generation with Link Differential Privacy
Carl Yang
,
Haonan Wang
,
Ke Zhang
and
Liang Chen
,
Lichao Sun
Keywords
Abstract
Paper
Machine Learning
,
Learning Generative Models
,
Mining Graphs, Semi Structured Data, Complex Data
,
Privacy Preserving Data Mining
12:20
19/08/2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping
Xiang Gao
,
Yingjie Tian
,
Zhiquan Qi
Keywords
Abstract
Paper
Computer Vision
,
Recognition
,
Classification
14:54
19/08/2021
Towards an Explainer-agnostic Conversational XAI
Navid Nobani
,
Fabio Mercorio
,
Mario Mezzanzanica
Keywords
Abstract
Paper
Natural Language Processing
,
Dialogue
,
Intelligent User Interfaces
,
Explainability
,
Human-Computer Interaction
13:53
19/08/2021
Cooperation in Threshold Public Projects with Binary Actions
Yiling Chen
,
Biaoshuai Tao
,
Fang-Yi Yu
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Algorithmic Game Theory
,
Coordination and Cooperation
15:05
19/08/2021
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning
Mingkun Xu
,
Yujie Wu
,
Lei Deng
and
Faqiang Liu
,
Guoqi Li
,
Jing Pei
Keywords
Abstract
Paper
Machine Learning
,
Learning Graphical Models
,
Cognitive Modeling
,
Cognitive Systems
10:04
19/08/2021
Knowledge Consolidation based Class Incremental Online Learning with Limited Data
Mohammed Asad Karim
,
Vinay Kumar Verma
,
Pravendra Singh
and
Vinay Namboodiri
,
Piyush Rai
Keywords
Abstract
Paper
Machine Learning
,
Incremental Learning
11:32
19/08/2021
CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space
Shuxin Li
,
Youzhi Zhang
,
Xinrun Wang
and
Wanqi Xue
,
Bo An
Keywords
Abstract
Paper
Multidisciplinary Topics and Applications
,
Security and Privacy
,
Noncooperative Games
,
Computational Sustainability
14:56
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