AAAI

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions

Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang

Comments AAAI 2022, Preprint version with Appendix

Dist2Cycle: A Simplicial Neural Network for Homology Localization

Alexandros Dimitrios Keros, Vidit Nanda, Kartic Subr

Comments 9 pages, 5 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. 36, 7 (Jun. 2022), 7133-7142

Domain Adaptive Pretraining for Multilingual Acronym Extraction

Usama Yaseen, Stefan Langer

Comments SDU@AAAI-22

Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval

Rui Xu, Zongyan Han, Le Hui, Jianjun Qian, Jin Xie

Comments Accepted by AAAI 2022

GPTs at Factify 2022: Prompt Aided Fact-Verification

Pawan Kumar Sahu, Saksham Aggarwal, Taneesh Gupta, Gyanendra Das

Comments Accepted in AAAI'22: First Workshop on Multimodal Fact-Checking and Hate Speech Detection, Februrary 22 - March 1, 2022,Vancouver, BC, Canada

Should Social Robots in Retail Manipulate Customers?

Oliver Bendel, Liliana Margarida Dos Santos Alves

Comments Accepted paper of the AAAI 2022 Spring Symposium "How Fair is Fair? Achieving Wellbeing AI" (Stanford University)

Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary

Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng

Comments Accepted to AAAI 2022

Explainability's Gain is Optimality's Loss? -- How Explanations Bias Decision-making

Charles Wan, Rodrigo Belo, Leid Zejnilović

Comments To appear in the Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES '22)

Optimal Decision Trees for Nonlinear Metrics

Emir Demirović, Peter J. Stuckey

Journal ref AAAI 2021

EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles

Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty

Comments Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI-22)

Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition

Zhan Chen, Sicheng Li, Bing Yang, Qinghan Li, Hong Liu

Comments 10 pages, 4 figures, accepted by AAAI 2021

Disambiguating Disinformation: Extending Beyond the Veracity of Online Content

Keeley Erhardt, Alex Pentland

Comments In Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media (2021)

DetIE: Multilingual Open Information Extraction Inspired by Object Detection

Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey Nikolenko

Comments Accepted to the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning

Sreyan Ghosh, Ashish Seth, and Deepak Mittal, Maneesh Singh, S. Umesh

Comments Accepted to AAAI 2022 workshop on Self-supervised Learning for Audio and Speech Processing

TRACER: Extreme Attention Guided Salient Object Tracing Network

Min Seok Lee, Wooseok Shin, Sung Won Han

Comments AAAI 2022, SA poster session accepted paper

Achievement and Fragility of Long-term Equitability

Andrea Simonetto, Ivano Notarnicola

Comments 12 pages, 7 figures

Journal ref Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society

Energy-Based Generative Cooperative Saliency Prediction

Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes

Journal ref The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022

Hindsight and Sequential Rationality of Correlated Play

Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy Greenwald, Michael Bowling

Comments Corrected technical report for the paper with the same title in the proceedings of the thirty-fifth AAAI Conference on Artificial Intelligence (AAAI-21), February 2-9, 2021, Virtual. Compared to v5, this version fixes the realized terminal history indicators in the diagram describing MacQueen's counterexample. 27 pages and 16 figures

A Survey of the Potential Long-term Impacts of AI

Sam Clarke, Jess Whittlestone

Comments 9 pages, to be published in Proceedings of 2022 AAAI/ACM Conference on AI, Ethics, and Society

The SPACE THEA Project

Martin Spathelf, Oliver Bendel

Comments Accepted paper of the AAAI 2022 Spring Symposium "How Fair is Fair? Achieving Wellbeing AI" (Stanford University)

Short Video Uprising: How #BlackLivesMatter Content on TikTok Challenges the Protest Paradigm

Yanru Jiang, Xin Jin, Qinhao Deng

Comments Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media

Influence of Repetition through Limited Recall

Jad Sassine, M. Amin Rahimian, Dean Eckles

Journal ref Proceedings of the International AAAI Conference on Web and Social Media. 16, 1 (May 2022), 863-872

Towards Making the Most of BERT in Neural Machine Translation

Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li

Comments 10pages. the same as AAAI 2020 version, reformated with additional link to github repository

Discovery of the Content and Engagement with the Content

Pushkal Agarwal, Nishanth Sastry, Edward Wood

Comments In APEN workshop, AAAI ICWSM 2018

Quantifying Feature Contributions to Overall Disparity Using Information Theory

Sanghamitra Dutta, Praveen Venkatesh, Pulkit Grover

Comments Presented at the AAAI-22 Workshop on Information-Theoretic Methods for Causal Inference and Discovery in March 2022

Learngene: From Open-World to Your Learning Task

Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu

Comments To be appeared in AAAI-22

Fuzzy Logic Based Logical Query Answering on Knowledge Graphs

Xuelu Chen, Ziniu Hu, Yizhou Sun

Comments AAAI'2022

Respect as a Lens for the Design of AI Systems

William Seymour, Max Van Kleek, Reuben Binns, Dave Murray-Rust

Comments To appear in the Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES '22)

Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems

Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash

Comments To appear in the proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, USA, February 2020

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 34(03), 2367-2375 (2020)

Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report)

Florent Delgrange, Ann Nowé, Guillermo A. Pérez

Comments AAAI 2022, technical report including supplementary material (10 pages main text, 14 pages appendix)