AAAI

TIME: Text and Image Mutual-Translation Adversarial Networks

Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal

Comments AAAI-2021

Projection-Free Bandit Optimization with Privacy Guarantees

Alina Ene, Huy L. Nguyen, Adrian Vladu

Comments Appears in AAAI-21

QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning

Pascal Leroy, Damien Ernst, Pierre Geurts, Gilles Louppe, Jonathan Pisane, Matthia Sabatelli

Comments To be published in AAAI-21 Workshop on Reinforcement Learning in Games

Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, Liang Lin

Comments Accepted by AAAI 2021

Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems

Chao-Hong Tan, Xiaoyu Yang, Zi'ou Zheng, Tianda Li, Yufei Feng, Jia-Chen Gu, Quan Liu, Dan Liu, Zhen-Hua Ling, Xiaodan Zhu

Comments Accepted by AAAI 2021, Workshop on DSTC 9

Exploring and Analyzing Machine Commonsense Benchmarks

Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness

Comments Commonsense Knowledge Graphs Workshop 2021 (CSKGs) @AAAI-21

PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection

Yanan Zhang, Di Huang, Yunhong Wang

Comments To appear at AAAI 2021

Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing

Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao

Comments Accepted as an oral paper in AAAI2020. 9 pages, 4 figures. https://www.aaai.org/Papers/AAAI/2020GB/AAAI-HeH.2317.pdf

Journal ref AAAI 2020

Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems

Yunmo Chen, Sixing Lu, Fan Yang, Xiaojiang Huang, Xing Fan, Chenlei Guo

Comments Accepted to DEEP-DIAL 2021 workshop at AAAI

The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective

Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma

Comments To appear in the Proceedings of AAAI 2021

Document-Level Relation Extraction with Reconstruction

Wang Xu, Kehai Chen, Tiejun Zhao

Comments 9 pages, 5 figures, 6 tables. Accepted by AAAI 2021 (Long Paper)

Diverse Knowledge Distillation for End-to-End Person Search

Xinyu Zhang, Xinlong Wang, Jia-Wang Bian, Chunhua Shen, Mingyu You

Comments Accepted to AAAI, 2021. Code is available at: https://git.io/DKD-PersonSearch

EMLight: Lighting Estimation via Spherical Distribution Approximation

Fangneng Zhan, Changgong Zhang, Yingchen Yu, Yuan Chang, Shijian Lu, Feiying Ma, Xuansong Xie

Comments Accepted to AAAI 2021

Reinforcement Learning-based Product Delivery Frequency Control

Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang

Comments In 35th AAAI Conference on Artificial Intelligence, February 2-9, 2021

Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks

Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang

Comments 8 pages, 1 figure, accepted in the AAAI Workshop on Deep Learning on Graphs 2021

Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection

Yikang Li, Pulkit Goel, Varsha Kuppur Rajendra, Har Simrat Singh, Jonathan Francis, Kaixin Ma, Eric Nyberg, Alessandro Oltramari

Comments AAAI-CSKG 2021

Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach

James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras

Comments To appear in Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

An Information-Theoretic Framework for Unifying Active Learning Problems

Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet

Comments 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Extended version with derivations, 12 pages

Top-$k$ Ranking Bayesian Optimization

Quoc Phong Nguyen, Sebastian Tay, Bryan Kian Hsiang Low, Patrick Jaillet

Comments 35th AAAI Conference on Artificial Intelligence (AAAI 2021), Extended version with derivations, 13 pages

SMART Frame Selection for Action Recognition

Shreyank N Gowda, Marcus Rohrbach, Laura Sevilla-Lara

Comments To be published in AAAI-21

Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems

Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang

Comments Accepted by AAAI 2021

Amodal Segmentation Based on Visible Region Segmentation and Shape Prior

Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li, Shenghua Gao

Comments Accepted by AAAI 2021

AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements

Mohit Raghavendra, Pravan Omprakash, B R Mukesh, Sowmya Kamath

Comments 2-page version accepted in AAAI-21 Student Abstract and Poster Program

AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments

Eric Li, Jingyi Su, Hao Sheng, Lawrence Wai

Comments AAAI 2021 Workshop on AI Education/TIPCE 2021

Qualitative Investigation in Explainable Artificial Intelligence: A Bit More Insight from Social Science

Adam J. Johs, Denise E. Agosto, Rosina O. Weber

Comments Accepted to the AAAI 2021 Explainable Agency in Artificial Intelligence Workshop, 10 pages, 1 table

Characterizing Deep Gaussian Processes via Nonlinear Recurrence Systems

Anh Tong, Jaesik Choi

Comments AAAI 2021

Holistic Multi-View Building Analysis in the Wild with Projection Pooling

Zbigniew Wojna, Krzysztof Maziarz, Łukasz Jocz, Robert Pałuba, Robert Kozikowski, Iasonas Kokkinos

Comments Accepted for publication at the 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration

Mengzuo Huang, Feng Li, Wuhe Zou, Weidong Zhang

Comments Accepted to AAAI 2021

Deep frequency principle towards understanding why deeper learning is faster

Zhi-Qin John Xu, Hanxu Zhou

Journal ref AAAI-2021

A Systematic Evaluation of Object Detection Networks for Scientific Plots

Pritha Ganguly, Nitesh Methani, Mitesh M. Khapra, Pratyush Kumar

Comments This work has been accepted and will be presented at AAAI 2021