AAAI

Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation

Xinyi Wu, Zhenyao Wu, Yuhang Lu, Lili Ju, Song Wang

Comments Accepted by AAAI 2022

Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection

Xianpeng Liu, Nan Xue, Tianfu Wu

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

Topology-aware Convolutional Neural Network for Efficient Skeleton-based Action Recognition

Kailin Xu, Fanfan Ye, Qiaoyong Zhong, Di Xie

Comments Accepted by AAAI 2022

Equity Promotion in Online Resource Allocation

Pan Xu, Yifan Xu

Comments A preliminary version will appear in the 36th AAAI Conference on Artificial Intelligence (AAAI 22)

Contrastive Instruction-Trajectory Learning for Vision-Language Navigation

Xiwen Liang, Fengda Zhu, Yi Zhu, Bingqian Lin, Bing Wang, Xiaodan Liang

Comments Accepted by AAAI 2022

Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates

Dan Ley, Umang Bhatt, Adrian Weller

Comments Accepted as a conference paper to AAAI 2022

Detecting Adversaries, yet Faltering to Noise? Leveraging Conditional Variational AutoEncoders for Adversary Detection in the Presence of Noisy Images

Dvij Kalaria, Aritra Hazra, Partha Pratim Chakrabarti

Comments Accepted at Adversarial Machine Learning (AdvML) workshop, AAAI 2022

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation

Bin Li, Fei Xia, Yixuan Weng, Xiusheng Huang, Bin Sun

Comments Accepted for Artificial Intelligence on Scientific Document Understanding (SDU) workshop at AAAI 2022

PSG: Prompt-based Sequence Generation for Acronym Extraction

Bin Li, Fei Xia, Yixuan Weng, Xiusheng Huang, Bin Sun, Shutao Li

Comments Accepted for Artificial Intelligence on Scientific Document Understanding (SDU) workshop at AAAI 2022

OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport

Derek Onken, Samy Wu Fung, Xingjian Li, Lars Ruthotto

Comments 10 pages, 7 figures

Journal ref Proceedings of the 2021 AAAI Conference on Artificial Intelligence, 35(10), 9223-9232

Robust Out-of-distribution Detection for Neural Networks

Jiefeng Chen, Yixuan Li, Xi Wu, Yingyu Liang, Somesh Jha

Comments Paper accepted by Workshop on Adversarial Machine Learning and Beyond at AAAI 2022

Enhancing Counterfactual Classification via Self-Training

Ruijiang Gao, Max Biggs, Wei Sun, Ligong Han

Comments AAAI 2022

Truth-tracking via Approval Voting: Size Matters

Tahar Allouche, Jérôme Lang, Florian Yger

Comments Accepted in the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

Online Elicitation of Necessarily Optimal Matchings

Jannik Peters

Comments Accepted at AAAI'22

Boosting Contrastive Learning with Relation Knowledge Distillation

Kai Zheng, Yuanjiang Wang, Ye Yuan

Comments Accepted by AAAI-2022

Assessing a Single Image in Reference-Guided Image Synthesis

Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan, Gao Huang

Comments Accepted by AAAI 2022

FreeTalky: Don't Be Afraid! Conversations Made Easier by a Humanoid Robot using Persona-based Dialogue

Chanjun Park, Yoonna Jang, Seolhwa Lee, Sungjin Park, Heuiseok Lim

Comments Accepted for Artificial Intelligence for Education (AI4EDU) workshop at AAAI 2022

Learning to Select the Next Reasonable Mention for Entity Linking

Jian Sun, Yu Zhou, Chengqing Zong

Comments Accepted to AAAI-2022 Workshop on Knowledge Discovery from Unstructured Data in Financial Services

RID-Noise: Towards Robust Inverse Design under Noisy Environments

Jia-Qi Yang, Ke-Bin Fan, Hao Ma, De-Chuan Zhan

Comments AAAI'22

Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation

Dipika Singhania, Rahul Rahaman, Angela Yao

Comments AAAI-2022

Adversarial Examples can be Effective Data Augmentation for Unsupervised Machine Learning

Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu

Comments This version has been accepted by AAAI-22

Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games

Gabriele Farina, Tuomas Sandholm

Comments To appear at AAAI'22

Shrub Ensembles for Online Classification

Sebastian Buschjäger, Sibylle Hess, Katharina Morik

Comments 9 pages main content, 13 pages appendix, accepted at AAAI-2022

SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal

Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Comments Accepted to AAAI 2022

DCAN: Improving Temporal Action Detection via Dual Context Aggregation

Guo Chen, Yin-Dong Zheng, Limin Wang, Tong Lu

Comments AAAI 2022 camera ready version

Graph Neural Controlled Differential Equations for Traffic Forecasting

Jeongwhan Choi, Hwangyong Choi, Jeehyun Hwang, Noseong Park

Comments Accepted by AAAI 2022

ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images

Binh M. Le, Simon S. Woo

Journal ref Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Defending against Model Stealing via Verifying Embedded External Features

Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao

Comments This work is accepted by the AAAI 2022. The first two authors contributed equally to this work. 11 pages

Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation

Thong Nguyen, Luu Anh Tuan

Comments Accepted by 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models

Mohammadreza Momenifar, Enmao Diao, Vahid Tarokh, Andrew D. Bragg

Comments AI2ASE: AAAI Workshop on AI to Accelerate Science and Engineering, 2022