AAAI

Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations

Gourab K Patro, Abhijnan Chakraborty, Niloy Ganguly, Krishna P. Gummadi

Comments To Appear In the Proceedings of 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, Feb 2020

SG-Net: Syntax-Guided Machine Reading Comprehension

Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

Comments Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020)

Generative Exploration and Exploitation

Jiechuan Jiang, Zongqing Lu

Comments AAAI'20

Online Planner Selection with Graph Neural Networks and Adaptive Scheduling

Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz

Comments AAAI 2020. Code is released at https://github.com/matenure/GNN_planner. Data set is released at https://github.com/IBM/IPC-graph-data

Graph-Driven Generative Models for Heterogeneous Multi-Task Learning

Wenlin Wang, Hongteng Xu, Zhe Gan, Bai Li, Guoyin Wang, Liqun Chen, Qian Yang, Wenqi Wang, Lawrence Carin

Comments Accepted by AAAI-2020

Individual-Based Stability in Hedonic Diversity Games

Niclas Boehmer, Edith Elkind

Comments Accepted to AAAI'20

Scalable Decision-Theoretic Planning in Open and Typed Multiagent Systems

Adam Eck, Maulik Shah, Prashant Doshi, Leen-Kiat Soh

Comments Pre-print with appendices for AAAI 2020

Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA

Badri N. Patro, Anupriy, Vinay P. Namboodiri

Comments AAAI-2020(Accepted)

Joint Super-Resolution and Alignment of Tiny Faces

Yu Yin, Joseph P. Robinson, Yulun Zhang, Yun Fu

Comments Accepted by AAAI 2020

Gromov-Wasserstein Factorization Models for Graph Clustering

Hongteng Xu

Comments The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

Communication, Distortion, and Randomness in Metric Voting

David Kempe

Comments An abbreviated version appear in Proceedings of AAAI 2020

DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks

Ao Ren, Tao Zhang, Yuhao Wang, Sheng Lin, Peiyan Dong, Yen-kuang Chen, Yuan Xie, Yanzhi Wang

Comments This paper has been accepted by AAAI'2020

CASTER: Predicting Drug Interactions with Chemical Substructure Representation

Kexin Huang, Cao Xiao, Trong Nghia Hoang, Lucas M. Glass, Jimeng Sun

Comments Accepted by AAAI 2020

TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection

Siddhant Garg, Thuy Vu, Alessandro Moschitti

Comments Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), Oral Presentation

Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?

Bhavya Ghai, Buvana Ramanan, Klaus Mueller

Comments Accepted to AAAI conference of Artificial Intelligence 2020 (abstract)

Learning to Interactively Learn and Assist

Mark Woodward, Chelsea Finn, Karol Hausman

Comments AAAI 2020. Video overview at https://youtu.be/8yBvDBuAPrw, paper website with videos and interactive game at http://interactive-learning.github.io/

Explainable Reinforcement Learning Through a Causal Lens

Prashan Madumal, Tim Miller, Liz Sonenberg, Frank Vetere

Comments Accepted to AAAI 2020 - full paper (oral) - main track

Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces

Takamasa Okudono, Masaki Waga, Taro Sekiyama, Ichiro Hasuo

Comments AAAI 2020. We are preparing to distribute the implementation

All-Pay Bidding Games on Graphs

Guy Avni, Rasmus Ibsen-Jensen, Josef Tkadlec

Comments The full version of a paper published in AAAI 2020

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression

Zhaohui Zheng, Ping Wang, Wei Liu, Jinze Li, Rongguang Ye, Dongwei Ren

Comments Accepted to AAAI 2020. The source code and trained models are available at https://github.com/Zzh-tju/DIoU

On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning

Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis

Comments To Appear In Proceedings of Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Journal ref In Proceedings of Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Deep Poetry: A Chinese Classical Poetry Generation System

Yusen Liu, Dayiheng Liu, Jiancheng Lv

Comments Association for the Advancement of Artificial Intelligence, Demonstrations Program. AAAI 2020

On Performance Estimation in Automatic Algorithm Configuration

Shengcai Liu, Ke Tang, Yunwen Lei, Xin Yao

Comments accepted by AAAI 2020

Sequential Mode Estimation with Oracle Queries

Dhruti Shah, Tuhinangshu Choudhury, Nikhil Karamchandani, Aditya Gopalan

Comments A shorter version of this paper has been accepted for publication at Association for the Advancement of Artificial Intelligence - AAAI 2020

Defending with Shared Resources on a Network

Minming Li, Long Tran-Thanh, Xiaowei Wu

Comments 16 pages, 3 figures, to appear in AAAI 2020

Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction

Daesik Kim, Gyujeong Lee, Jisoo Jeong, Nojun Kwak

Comments AAAI 2020 Oral Camera Ready

MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets

Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim

Comments In AAAI 2020

Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning

Yingru Liu, Xuewen Yang, Dongliang Xie, Xin Wang, Li Shen, Haozhi Huang, Niranjan Balasubramanian

Comments To appear in AAAI-2020

Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach

Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Mingjie Sun, Kaizhu Huang

Comments AAAI 2020

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Qian Wang, Toby P. Breckon

Comments Accepted to AAAI 2020