IJCAI

Towards Empathic Deep Q-Learning

Bart Bussmann, Jacqueline Heinerman, Joel Lehman

Comments To be presented as a poster at the IJCAI-19 AI Safety Workshop

Simultaneous Prediction Intervals for Patient-Specific Survival Curves

Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner

Comments 7 pages, 7 figures, IJCAI 19

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models

Mayank Singh, Abhishek Sinha, Nupur Kumari, Harshitha Machiraju, Balaji Krishnamurthy, Vineeth N Balasubramanian

Comments Accepted at IJCAI 2019

Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning

Sihui Luo, Xinchao Wang, Gongfan Fang, Yao Hu, Dapeng Tao, Mingli Song

Comments IJCAI 2019, 7 pages, the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

Synthesizing Datalog Programs Using Numerical Relaxation

Xujie Si, Mukund Raghothaman, Kihong Heo, Mayur Naik

Comments Per editor's instructions, this is only an early preprint of the paper which will be presented at IJCAI 2019

LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC)

Daniel Loureiro, Alipio Jorge

Comments Accepted at the SemDeep-5 Workshop in IJCAI 2019. Code and data: https://github.com/danlou/LMMS

Integrating Knowledge and Reasoning in Image Understanding

Somak Aditya, Yezhou Yang, Chitta Baral

Comments 8 pages, 2 figures

Journal ref IJCAI 2019

Bayesian Uncertainty Matching for Unsupervised Domain Adaptation

Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen

Comments IJCAI-2019 Accepted

Sequence Generation: From Both Sides to the Middle

Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu

Comments Accepted by IJCAI 2019

Incremental Few-Shot Learning for Pedestrian Attribute Recognition

Liuyu Xiang, Xiaoming Jin, Guiguang Ding, Jungong Han, Leida Li

Comments IJCAI 2019

Augmenting Transfer Learning with Semantic Reasoning

Freddy Lecue, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

Comments 7 pages

Journal ref IJCAI 2019

Adversarial Imitation Learning from Incomplete Demonstrations

Mingfei Sun, Xiaojuan Ma

Comments Accepted to International Joint Conference on Artificial Intelligence (IJCAI-19)

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning

Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang

Journal ref IJCAI 2019

Generating Counterfactual and Contrastive Explanations using SHAP

Shubham Rathi

Comments This work was presented at 2nd Workshop on Humanizing AI (HAI) at IJCAI'19 in Macao, China

Real-Time Adversarial Attacks

Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi

Comments To Appear in the Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019). Code: https://github.com/YuanGongND/realtime-adversarial-attack

Categorizing Wireheading in Partially Embedded Agents

Arushi Majha, Sayan Sarkar, Davide Zagami

Comments Accepted at the AI Safety Workshop in IJCAI 2019

Conflict as an Inverse of Attention in Sequence Relationship

Rajarshee Mitra

Comments Accepted at HAI workshop for IJCAI 2019

Hallucinating Optical Flow Features for Video Classification

Yongyi Tang, Lin Ma, Lianqiang Zhou

Comments Accepted by IJCAI 2019

Submodular Batch Selection for Training Deep Neural Networks

K J Joseph, Vamshi Teja R, Krishnakant Singh, Vineeth N Balasubramanian

Comments IJCAI 2019

Modeling AGI Safety Frameworks with Causal Influence Diagrams

Tom Everitt, Ramana Kumar, Victoria Krakovna, Shane Legg

Comments IJCAI 2019 AI Safety Workshop

Practical User Feedback-driven Internal Search Using Online Learning to Rank

Rajhans Samdani, Pierre Rappolt, Ankit Goyal, Pratyus Patnaik

Comments Proceedings of the 2019 IJCAI Workshop SCAI: The 4th International Workshop on Search-Oriented Conversational AI

Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring

Shouvik Mani

Journal ref 2nd Workshop on Humanizing AI (HAI), IJCAI 2019

Recent Advances in Imitation Learning from Observation

Faraz Torabi, Garrett Warnell, Peter Stone

Comments International Joint Conference on Artificial Intelligence (IJCAI 2019)

Imitation Learning from Video by Leveraging Proprioception

Faraz Torabi, Garrett Warnell, Peter Stone

Comments International Joint Conference on Artificial Intelligence (IJCAI 2019)

Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification

Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu

Comments 6 pages, 5 figures, 2nd Workshop on Humanizing AI (HAI) at IJCAI'19

Attributed Graph Clustering: A Deep Attentional Embedding Approach

Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang

Comments Accepted to IJCAI-19

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-hsuan Sung, Brian Strope, Ray Kurzweil

Comments Accepted by IJCAI'19(International Joint Conference on Artificial Intelligence)

Curriculum Learning for Cumulative Return Maximization

Francesco Foglino, Christiano Coletto Christakou, Ricardo Luna Gutierrez, Matteo Leonetti

Comments Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19). arXiv admin note: text overlap with arXiv:1901.11478

Multi-Agent Pathfinding with Continuous Time

Anton Andreychuk, Konstantin Yakovlev, Dor Atzmon, Roni Stern

Comments Camera-ready version of the paper as to appear in IJCAI'19 proceedings

Estimating Causal Effects of Tone in Online Debates

Dhanya Sridhar, Lise Getoor

Comments Accepted at International Joint Conference on Artificial Intelligence (IJCAI) 2019 for oral presentation