IJCAI - arXivDaily 期刊&会议

2105.09801 2021-05-21 cs.LG stat.ML

Monte Carlo Filtering Objectives: A New Family of Variational Objectives to Learn Generative Model and Neural Adaptive Proposal for Time Series

Shuangshuang Chen, Sihao Ding, Yiannis Karayiannidis, Mårten Björkman

Comments A complete version of manuscript accepted by IJCAI-21

2105.09522 2021-05-21 cs.DS

Matchings with Group Fairness Constraints: Online and Offline Algorithms

Govind S. Sankar, Anand Louis, Meghana Nasre, Prajakta Nimbhorkar

Comments 16 pages, to appear in IJCAI 2021

2105.09413 2021-05-21 cs.AI cs.DS

Diversity in Kemeny Rank Aggregation: A Parameterized Approach

Emmanuel Arrighi, Henning Fernau, Daniel Lokshtanov, Mateus de Oliveira Oliveira, Petra Wolf

Comments Accepted to the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

2105.09386 2021-05-21 cs.GT cs.AI cs.MA

Surprisingly Popular Voting Recovers Rankings, Surprisingly!

Hadi Hosseini, Debmalya Mandal, Nisarg Shah, Kevin Shi

Comments Forthcoming at IJCAI-2021

2105.09383 2021-05-21 cs.GT cs.AI econ.TH

Guaranteeing Maximin Shares: Some Agents Left Behind

Hadi Hosseini, Andrew Searns

Comments Full version of a paper accepted to IJCAI 2021

2010.03514 2021-05-21 cs.AI cs.LG

Abductive Knowledge Induction From Raw Data

Wang-Zhou Dai, Stephen H. Muggleton

Comments Accepted by IJCAI-21

2105.09221 2021-05-20 cs.AI cs.LO

Program Synthesis as Dependency Quantified Formula Modulo Theory

Priyanka Golia, Subhajit Roy, Kuldeep S. Meel

Comments 12 page excluding reference. To be published in 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

2105.09207 2021-05-20 cs.LG cs.CV cs.HC

Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics

Hiromu Yakura, Yuki Koyama, Masataka Goto

Comments To appear in Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021); Project page available at https://yumetaro.info/projects/parametric-transcription/

2105.09129 2021-05-20 cs.GT cs.LO

A Game-Theoretic Account of Responsibility Allocation

Christel Baier, Florian Funke, Rupak Majumdar

Comments 20 pages, 3 figures, technical report associated with an IJCAI'21 publication

2105.09108 2021-05-20 cs.AI cs.LG

Provable Guarantees on the Robustness of Decision Rules to Causal Interventions

Benjie Wang, Clare Lyle, Marta Kwiatkowska

Comments 21 pages (8+13 Appendix). To be published in IJCAI 2021

2105.08919 2021-05-20 cs.LG cs.CV

Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation

Taehyeon Kim, Jaehoon Oh, NakYil Kim, Sangwook Cho, Se-Young Yun

Comments Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2021

2105.08834 2021-05-20 cs.LG

Meta-Reinforcement Learning by Tracking Task Non-stationarity

Riccardo Poiani, Andrea Tirinzoni, Marcello Restelli

Comments To appear at IJCAI 2021

2105.06138 2021-05-20 cs.CV

Unsupervised Hashing with Contrastive Information Bottleneck

Zexuan Qiu, Qinliang Su, Zijing Ou, Jianxing Yu, Changyou Chen

Comments IJCAI 2021

2012.03502 2021-05-20 cs.CL

Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization

Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng

Comments IJCAI 2021

1903.08889 2021-05-20 cs.LG cs.SI stat.ML

Node Embedding over Temporal Graphs

Uriel Singer, Ido Guy, Kira Radinsky

Journal ref IJCAI 2019 Pages 4605-4612

2105.08683 2021-05-19 cs.AI

Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes

Sumit Pai, Luca Costabello

Comments IJCAI 2021

2105.08573 2021-05-19 cs.LG cs.CV eess.IV

Dependent Multi-Task Learning with Causal Intervention for Image Captioning

Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin

Comments To be published in IJCAI 2021

2105.08177 2021-05-19 cs.SD cs.GR eess.AS

Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding

Hsien-Yu Meng, Zhenyu Tang, Dinesh Manocha

Comments IJCAI 2021 main track paper

2105.08043 2021-05-18 cs.GT

Dynamic Proportional Rankings

Jonas Israel, Markus Brill

Journal ref Proceedings of the the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

2105.07815 2021-05-18 cs.GT econ.EM

Putting a Compass on the Map of Elections

Niclas Boehmer, Robert Bredereck, Piotr Faliszewski, Rolf Niedermeier, Stanisław Szufa

Comments Accepted to IJCAI 2021

2105.07346 2021-05-18 cs.LG cs.AI

Understanding the Effect of Bias in Deep Anomaly Detection

Ziyu Ye, Yuxin Chen, Haitao Zheng

Comments Accepted at IJCAI '21. Codes available on github.com/ZIYU-DEEP/Understanding-Bias-in-Deep-Anomaly-Detection-PyTorch

2105.07239 2021-05-18 cs.CV cs.AI

AgeFlow: Conditional Age Progression and Regression with Normalizing Flows

Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan

Comments IJCAI 2021

2105.02368 2021-05-18 cs.LG cs.AI nlin.CD

Physics-informed Spline Learning for Nonlinear Dynamics Discovery

Fangzheng Sun, Yang Liu, Hao Sun

Journal ref The 30th International Joint Conference on Artificial Intelligence (IJCAI-2021)

2009.08697 2021-05-18 cs.CR cs.LG stat.ML

Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models

Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu

Comments 7 pages, 4 figures, accpeted by IJCAI 2021

1907.12439 2021-05-18 cs.LG cs.AI stat.ML

Hindsight Trust Region Policy Optimization

Hanbo Zhang, Site Bai, Xuguang Lan, David Hsu, Nanning Zheng

Comments Accepted by IJCAI 2021

2105.06706 2021-05-17 cs.AI

Building Affordance Relations for Robotic Agents - A Review

Paola Ardón, Èric Pairet, Katrin S. Lohan, Subramanian Ramamoorthy, Ronald P. A. Petrick

Comments Accepted for IJCAI

2105.06593 2021-05-17 cs.MA cs.AI cs.GT cs.LG

Emergent Prosociality in Multi-Agent Games Through Gifting

Woodrow Z. Wang, Mark Beliaev, Erdem Bıyık, Daniel A. Lazar, Ramtin Pedarsani, Dorsa Sadigh

Comments 9 pages, 6 figures, IJCAI 2021

2105.06350 2021-05-14 cs.AI cs.LG

MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks

Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang

Comments Paper accepted at IJCAI 2021

2105.06339 2021-05-14 cs.IR cs.AI cs.LG

Graph Learning based Recommender Systems: A Review

Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu

Comments Accepted by IJCAI 2021 Survey Track, copyright is owned to IJCAI. The first systematic survey on graph learning based recommender systems. arXiv admin note: text overlap with arXiv:2004.11718

1904.02021 2021-05-14 cs.LG q-bio.NC stat.ML

Unsupervised Progressive Learning and the STAM Architecture

James Smith, Cameron Taylor, Seth Baer, Constantine Dovrolis

Comments Accepted by the 2021 International Joint Conference on Artificial Intelligence (IJCAI 2021)