AAAI

Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization

Zi-Yi Dou, Nanyun Peng

Comments AAAI 2022

AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators

Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang

Comments Accepted by AAAI 2022

BM-NAS: Bilevel Multimodal Neural Architecture Search

Yihang Yin, Siyu Huang, Xiang Zhang

Comments Accepted by AAAI 2022

CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking

Bo Chen, Jing Zhang, Xiaokang Zhang, Xiaobin Tang, Lingfan Cai, Hong Chen, Cuiping Li, Peng Zhang, Jie Tang

Comments To appear in AAAI 2022

Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model

Xin Qiu, Risto Miikkulainen

Comments Published in AAAI 2022. 39 pages, 4 figures, 17 tables

Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints

Ruijin Liu, Dapeng Chen, Tie Liu, Zhiliang Xiong, Zejian Yuan

Comments 14 pages, 10 figures, accepted by AAAI 2022

Deconfounded Visual Grounding

Jianqiang Huang, Yu Qin, Jiaxin Qi, Qianru Sun, Hanwang Zhang

Comments AAAI 2022 Accepted

From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions

Gali Noti

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

Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing

Shice Liu, Shitao Lu, Hongyi Xu, Jing Yang, Shouhong Ding, Lizhuang Ma

Comments Accepted by AAAI 2022

Rethinking Pseudo Labels for Semi-Supervised Object Detection

Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis

Comments AAAI 2022

Efficient Robust Training via Backward Smoothing

Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

Comments 12 pages, 15 tables, 6 figures. In AAAI 2022

LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents

Shounak Paul, Pawan Goyal, Saptarshi Ghosh

Comments This paper has been accepted at the Main Track of the AAAI Conference on Artificial Intelligence (AAAI) 2022. Dataset and codes are available at https://github.com/Law-AI/LeSICiN

Private Rank Aggregation in Central and Local Models

Daniel Alabi, Badih Ghazi, Ravi Kumar, Pasin Manurangsi

Comments To appear in the Proceedings of the 2022 AAAI Conference on Artificial Intelligence

Frequency-Aware Contrastive Learning for Neural Machine Translation

Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao

Comments Published at AAAI 2022

DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration

Zhi Chen, Fan Yang, Wenbing Tao

Comments Accepted by AAAI-2022

GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference

Peng Tu, Yawen Huang, Feng Zheng, Zhenyu He, Liujun Cao, Ling Shao

Comments Accepted by AAAI'22. arXiv admin note: substantial text overlap with arXiv:2106.15064

Block Modeling-Guided Graph Convolutional Neural Networks

Dongxiao He, Chundong Liang, Huixin Liu, Mingxiang Wen, Pengfei Jiao, Zhiyong Feng

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

Leaping Through Time with Gradient-based Adaptation for Recommendation

Nuttapong Chairatanakul, Hoang NT, Xin Liu, Tsuyoshi Murata

Comments Accepted by AAAI-2022. Preprint version

TEACh: Task-driven Embodied Agents that Chat

Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gokhan Tur, Dilek Hakkani-Tur

Comments Accepted at AAAI 2022; 7 pages main, 28 pages total, 29 figures; Version 3 uses a new test set for EDH instances that restrict evaluation to state changes only on task-relevant objects

Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications

Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum

Comments AAAI 2021

Online Apprenticeship Learning

Lior Shani, Tom Zahavy, Shie Mannor

Comments AAAI 2022

Active Feature Selection for the Mutual Information Criterion

Shachar Schnapp, Sivan Sabato

Comments To appear in AAAI-21

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 35(11), 9497-9504, 2021

Knowledge Bridging for Empathetic Dialogue Generation

Qintong Li, Piji Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen

Comments Accepted by AAAI 2022. Code at https://github.com/qtli/KEMP

Improved Gradient based Adversarial Attacks for Quantized Networks

Kartik Gupta, Thalaiyasingam Ajanthan

Comments AAAI 2022

Transformer Uncertainty Estimation with Hierarchical Stochastic Attention

Jiahuan Pei, Cheng Wang, György Szarvas

Comments AAAI 2022

Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech

Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek

Comments To appear in the Proceedings of the 36th AAAI Conference on Artificial Intelligence. February 2022, Vancouver

AdaptivePose: Human Parts as Adaptive Points

Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He

Comments Accepted by AAAI 2022. Code Will be released after the extention

Adversarial Attack for Asynchronous Event-based Data

Wooju Lee, Hyun Myung

Comments 8 pages, 6 figures, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Dual Contrastive Learning for General Face Forgery Detection

Ke Sun, Taiping Yao, Shen Chen, Shouhong Ding, Jilin L, Rongrong Ji

Comments This paper was accepted by AAAI 2022 Conference on Artificial Intelligence

Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence

Wenchi Ma, Tianxiao Zhang, Guanghui Wang

Journal ref AAAI 2022 workshop