AAAI

Hierarchical Contextualized Representation for Named Entity Recognition

Ying Luo, Fengshun Xiao, Hai Zhao

Comments Accepted by AAAI 2020

MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension

Di Jin, Shuyang Gao, Jiun-Yu Kao, Tagyoung Chung, Dilek Hakkani-tur

Comments Accepted by AAAI 2020

Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching

Youmin Zhang, Yimin Chen, Xiao Bai, Suihanjin Yu, Kun Yu, Zhiwei Li, Kuiyuan Yang

Comments Accepted by AAAI 2020

Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning

Dayiheng Liu, Jie Fu, Yidan Zhang, Chris Pal, Jiancheng Lv

Comments Association for the Advancement of Artificial Intelligence. AAAI 2020

Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data

Weida Li, Mingxia Liu, Fang Chen, Daoqiang Zhang

Comments 17 pages, 10 figures, Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI-20)

When AWGN-based Denoiser Meets Real Noises

Yuqian Zhou, Jianbo Jiao, Haibin Huang, Yang Wang, Jue Wang, Honghui Shi, Thomas Huang

Comments Accepted by AAAI 2020

Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems

Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel

Comments A two-page summary of this paper has been accepted as a student abstract at AAAI-20, this is the extended full version

Sequential Attention-based Network for Noetic End-to-End Response Selection

Qian Chen, Wen Wang

Comments Ranked first in DSTC7 Track 1. Accepted for an oral presentation at the DSTC7 workshop at AAAI 2019. The source code is available now

An Annotated Corpus of Reference Resolution for Interpreting Common Grounding

Takuma Udagawa, Akiko Aizawa

Comments 9 pages, 7 figures, 6 tables, Accepted by AAAI 2020

Time-inconsistent Planning: Simple Motivation Is Hard to Find

Fedor V. Fomin, Torstein J. F. Strømme

Comments An extended abstract of this paper is accepted at AAAI 2020

Ladder Loss for Coherent Visual-Semantic Embedding

Mo Zhou, Zhenxing Niu, Le Wang, Zhanning Gao, Qilin Zhang, Gang Hua

Comments Accepted to AAAI-2020

SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

Yibo Yang, Hongyang Li, Xia Li, Qijie Zhao, Jianlong Wu, Zhouchen Lin

Comments To appear in AAAI 2020. Our method also won the Innovation Award in COCO 2019 challenge

Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation

Renjiao Yi, Ping Tan, Stephen Lin

Comments 27 pages, with supplementary material, to appear in AAAI 2020

DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu

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

Multi-Zone Unit for Recurrent Neural Networks

Fandong Meng, Jinchao Zhang, Yang Liu, Jie Zhou

Comments Accepted at AAAI 2020

Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction

Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua

Comments 8 pages, 7 figures, Accepted by AAAI 2020

Adversarial Transformations for Semi-Supervised Learning

Teppei Suzuki, Ikuro Sato

Comments Accepted by AAAI 2020

Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View

Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun

Comments Accepted by AAAI 2020. This complete version contains the appendix

Dialog State Tracking with Reinforced Data Augmentation

Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

Comments AAAI 2020

Policy Search by Target Distribution Learning for Continuous Control

Chuheng Zhang, Yuanqi Li, Jian Li

Comments AAAI-20 (oral)

Temporal Logics Over Finite Traces with Uncertainty (Technical Report)

Fabrizio M. Maggi, Marco Montali, Rafael Peñaloza

Comments Extended version of paper accepted at AAAI 2020

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

Comments AAAI 2020. The code is available at https://github.com/IBM/EvolveGCN

Suspicion-Free Adversarial Attacks on Clustering Algorithms

Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra

Comments AAAI 2020 Main Technical Conference

Dynamic Instance Normalization for Arbitrary Style Transfer

Yongcheng Jing, Xiao Liu, Yukang Ding, Xinchao Wang, Errui Ding, Mingli Song, Shilei Wen

Comments Accepted to AAAI 2020 (Oral)

Distributed Machine Learning through Heterogeneous Edge Systems

Hanpeng Hu, Dan Wang, Chuan Wu

Comments Copyright 2020, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved

Learning Sparse Sharing Architectures for Multiple Tasks

Tianxiang Sun, Yunfan Shao, Xiaonan Li, Pengfei Liu, Hang Yan, Xipeng Qiu, Xuanjing Huang

Comments Accepted by AAAI 2020

Bivariate Beta-LSTM

Kyungwoo Song, JoonHo Jang, Seung jae Shin, Il-Chul Moon

Comments AAAI 2020

Few-Shot Bayesian Imitation Learning with Logical Program Policies

Tom Silver, Kelsey R. Allen, Alex K. Lew, Leslie Pack Kaelbling, Josh Tenenbaum

Comments AAAI 2020

Sequential Recommendation with Relation-Aware Kernelized Self-Attention

Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon

Comments 8 pages, 5 figures, AAAI

Journal ref AAAI 2020

Human-Machine Collaboration for Fast Land Cover Mapping

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

Comments To appear in AAAI 2020