AAAI

BERT & Family Eat Word Salad: Experiments with Text Understanding

Ashim Gupta, Giorgi Kvernadze, Vivek Srikumar

Comments Accepted at AAAI 2021, Camera Ready Version

Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem

Jiongzhi Zheng, Kun He, Jianrong Zhou, Yan Jin, Chu-Min Li

Comments Accepted by AAAI 2021

Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games

Brian Hu Zhang, Tuomas Sandholm

Comments AAAI 2021

Agent Incentives: A Causal Perspective

Tom Everitt, Ryan Carey, Eric Langlois, Pedro A Ortega, Shane Legg

Comments In Proceedings of the AAAI 2021 Conference. Supersedes arXiv:1902.09980, arXiv:2001.07118

(When) Is Truth-telling Favored in AI Debate?

Vojtěch Kovařík, Ryan Carey

Comments In SafeAI Workshop at AAAI, 2019

Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models

Steven Atkinson, Yiming Zhang, Liping Wang

Comments 7, pages, 6 figures. To appear, AAAI 2021 Spring Symposium on Combining Artificial Intelligence with Physical Sciences

Planning from Pixels in Atari with Learned Symbolic Representations

Andrea Dittadi, Frederik K. Drachmann, Thomas Bolander

Comments Published at AAAI 2021

Generating CCG Categories

Yufang Liu, Tao Ji, Yuanbin Wu, Man Lan

Comments Accepted by AAAI 2021

Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction

Shaowei Chen, Yu Wang, Jie Liu, Yuelin Wang

Comments Accepted by AAAI 2021

Indecision Modeling

Duncan C McElfresh, Lok Chan, Kenzie Doyle, Walter Sinnott-Armstrong, Vincent Conitzer, Jana Schaich Borg, John P Dickerson

Comments Accepted at AAAI 2020

RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning

Peihao Chen, Deng Huang, Dongliang He, Xiang Long, Runhao Zeng, Shilei Wen, Mingkui Tan, Chuang Gan

Comments Accepted by AAAI-2021. Code and pre-trained models can be found at https://github.com/PeihaoChen/RSPNet

EECBS: A Bounded-Suboptimal Search for Multi-Agent Path Finding

Jiaoyang Li, Wheeler Ruml, Sven Koenig

Comments Published at AAAI 2021

ExGAN: Adversarial Generation of Extreme Samples

Siddharth Bhatia, Arjit Jain, Bryan Hooi

Comments AAAI Conference on Artificial Intelligence (AAAI), 2021

Classification Under Human Assistance

Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez-Rodriguez

Comments Published in AAAI 2021

5* Knowledge Graph Embeddings with Projective Transformations

Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann

Comments Accepted in AAAI 2021

Deep Radial-Basis Value Functions for Continuous Control

Kavosh Asadi, Neev Parikh, Ronald E. Parr, George D. Konidaris, Michael L. Littman

Comments In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI)

Regression Under Human Assistance

Abir De, Nastaran Okati, Paramita Koley, Niloy Ganguly, Manuel Gomez-Rodriguez

Comments Extended version of AAAI 2020 paper

Learning Accurate and Interpretable Decision Rule Sets from Neural Networks

Litao Qiao, Weijia Wang, Bill Lin

Comments Published at AAAI 2021

A Multivariate Complexity Analysis of the Material Consumption Scheduling Problem

Matthias Bentert, Robert Bredereck, Péter Györgyi, Andrzej Kaczmarczyk, Rolf Niedermeier

Comments Accepted for publication in The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation

Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Chen

Comments Proceeding with The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination

Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu, Xin Tong

Comments Accepted by AAAI 2021. Code: https://github.com/microsoft/O-CNN/blob/master/docs/unsupervised.md

Lifelong Multi-Agent Path Finding in Large-Scale Warehouses

Jiaoyang Li, Andrew Tinka, Scott Kiesel, Joseph W. Durham, T. K. Satish Kumar, Sven Koenig

Comments Published at AAAI 2021

Show, Recall, and Tell: Image Captioning with Recall Mechanism

Li Wang, Zechen Bai, Yonghua Zhang, Hongtao Lu

Comments Published in AAAI 2020

HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders

Wenting Zhao, Shufeng Kong, Junwen Bai, Daniel Fink, Carla Gomes

Comments accepted at AAAI'21 AISI

Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network

Ruixuan Luo, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun

Comments Accepted by AAAI RSEML 2021

AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing

Qi Song, Kangfu Mei, Rui Huang

Comments AAAI 2021

Towards Action Model Learning for Player Modeling

Abhijeet Krishnan, Aaron Williams, Chris Martens

Comments 7 pages, 1 figure

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Vol. 16. No. 1. 2020

SMIL: Multimodal Learning with Severely Missing Modality

Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

Comments In AAAI 2021 (9 pages)

Optical Flow Estimation from a Single Motion-blurred Image

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

Comments Accepted to AAAI 2021

Motion-blurred Video Interpolation and Extrapolation

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

Comments Accepted to AAAI 2021