IJCAI - arXivDaily 期刊&会议

2002.00652 2020-06-16 cs.CL cs.AI

How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context

Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

2006.06478 2020-06-15 cs.CL

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network

Zeyun Tang, Yongliang Shen, Xinyin Ma, Wei Xu, Jiale Yu, Weiming Lu

Comments Accepted by IJCAI 2020 (copyright held by IJCAI)

1903.05614 2020-06-15 cs.AI cs.GT cs.LG

Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent

Edward Lockhart, Marc Lanctot, Julien Pérolat, Jean-Baptiste Lespiau, Dustin Morrill, Finbarr Timbers, Karl Tuyls

Comments IJCAI 2019, 11 pages, 1 figure

2006.05939 2020-06-11 cs.LG stat.ML

Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?

Lifu Wang, Bo Shen, Ning Zhao, Zhiyuan Zhang

2006.05669 2020-06-11 eess.SY cs.LG cs.SY

Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems

Shuoyao Wang, Diwei Zhu

Comments Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence)

2006.05097 2020-06-11 cs.CV cs.LG

GAP++: Learning to generate target-conditioned adversarial examples

Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue

Comments Accepted to IJCAI 2019 AIBS Workshop

2006.04061 2020-06-09 cs.LG cs.AI

Dual Policy Distillation

Kwei-Herng Lai, Daochen Zha, Yuening Li, Xia Hu

Comments Accepeted by IJCAI'20

2001.08868 2020-06-09 cs.CL cs.AI

Exploration Based Language Learning for Text-Based Games

Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gokhan Tur

Comments Accepted at IJCAI 2020

2006.02689 2020-06-05 cs.AI cs.LG

Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning

Dieqiao Feng, Carla P. Gomes, Bart Selman

Comments 8 pages, 6 figures, accepted by IJCAI 2020

2006.01595 2020-06-03 eess.AS cs.LG cs.SD eess.IV stat.ML

Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data

Haytham M. Fayek, Anurag Kumar

Comments 29th International Joint Conference on Artificial Intelligence (IJCAI 2020)

2002.03575 2020-06-02 cs.LG cs.GR stat.ML

Bilinear Graph Neural Network with Neighbor Interactions

Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang

2005.12193 2020-05-26 cs.LG

Feature Statistics Guided Efficient Filter Pruning

Hang Li, Chen Ma, Wei Xu, Xue Liu

Comments To appear in Proceedings of IJCAI 2020 (copyright held by IJCAI)

2005.11945 2020-05-26 cs.CV

Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition

Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li

Comments IJCAI 2019

2002.08037 2020-05-26 cs.LG cs.AI stat.ML

Efficient Deep Reinforcement Learning via Adaptive Policy Transfer

Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Yujing Hu, Yingfeng Cheng, Changjie Fan, Weixun Wang, Wulong Liu, Zhaodong Wang, Jiajie Peng

Comments Accepted by IJCAI'2020

2005.10008 2020-05-26 cs.LG stat.ML

Batch Decorrelation for Active Metric Learning

Priyadarshini K, Ritesh Goru, Siddhartha Chaudhuri, Subhasis Chaudhuri

Comments Accepted to IJCAI-PRICAI 2020

2005.09841 2020-05-21 cs.LG stat.ML

Best Arm Identification in Spectral Bandits

Tomáš Kocák, Aurélien Garivier

Comments To be published in International Joint Conference on Artificial Intelligence

2001.09540 2020-05-19 cs.CV

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings

Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jagersand

Comments Accepted to IJCAI'20. The first three authors listed contributed equally

1910.08525 2020-05-19 cs.LG stat.ML

MARTHE: Scheduling the Learning Rate Via Online Hypergradients

Michele Donini, Luca Franceschi, Massimiliano Pontil, Orchid Majumder, Paolo Frasconi

Comments IJCAI 2020. Larger images. Code available at https://github.com/awslabs/adatune

1905.12881 2020-05-19 cs.LG stat.ML

Matrix Completion in the Unit Hypercube via Structured Matrix Factorization

Emanuele Bugliarello, Swayambhoo Jain, Vineeth Rakesh

Comments Accepted at IJCAI 2019

2005.06527 2020-05-18 cs.CL cs.AI cs.LG

A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract)

Artuur Leeuwenberg, Marie-Francine Moens

Comments Extended abstract of a JAIR article, which is to appear in the proceedings of IJCAI 2020 (the copyright of this abstract is held by IJCAI 2020)

1809.04861 2020-05-15 cs.AI

Relevance in Structured Argumentation

AnneMarie Borg, Christian Straßer

Comments Extended version of the paper with the same name published in the main track of IJCAI 2018. It countains additionally a treatment of credulous and weak skeptical semantics

1812.06589 2020-05-14 cs.CV

Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning

Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He

Comments IJCAI-2020

2005.04355 2020-05-13 cs.DC cs.LG

Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising

Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai

Comments accepted by IJCAI 2020

2004.10546 2020-05-13 cs.MA physics.soc-ph

Inferring Degrees from Incomplete Networks and Nonlinear Dynamics

Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail

Comments IJCAI 2020, 7 pages, 4 figures, network inference, incomplete network

2005.04855 2020-05-12 cs.AI cs.GT cs.MA

Fair Division: The Computer Scientist's Perspective

Toby Walsh

Comments To appear in Proceedings of IJCAI 2020

2005.04690 2020-05-12 cs.CL cs.CV cs.LG

Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning

Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang, Hanqing Lu

2005.04684 2020-05-12 cs.CL cs.IR

From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information

Shen Gao, Xiuying Chen, Zhaochun Ren, Dongyan Zhao, Rui Yan

Comments Accepted by IJCAI 2020 Survey Track

2005.04074 2020-05-12 cs.LG cs.SI stat.ML

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks

Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller

Comments In Proc. of the 29th International Joint Conference on Artificial Intelligence (IJCAI'20), 2020

2005.00153 2020-05-12 cs.AI cs.IR

Enriching Documents with Compact, Representative, Relevant Knowledge Graphs

Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna

Comments 7 pages, accepted to IJCAI-PRICAI 2020. The paper is temporarily withdrawn due to company policies

2005.00152 2020-05-12 cs.CL cs.IR cs.LG

Neural Entity Summarization with Joint Encoding and Weak Supervision

Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen

Comments 7 pages, accepted to IJCAI-PRICAI 2020 The paper is temporarily withdrawn due to company policies