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2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition


Oct 27, 2021
Haojin Liao, Xiaolin Song, Sicheng Zhao, Shanghang Zhang, Xiangyu Yue, Xingxu Yao, Yueming Zhang, Tengfei Xing, Pengfei Xu, Qiang Wang


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Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies


Aug 18, 2021
Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer

* Accepted by IEEE Signal Processing Magazine (SPM) 

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Affective Image Content Analysis: Two Decades Review and New Perspectives


Jun 30, 2021
Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer

* Accepted by IEEE TPAMI 

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Multi-Source Domain Adaptation for Object Detection


Jun 30, 2021
Xingxu Yao, Sicheng Zhao, Pengfei Xu, Jufeng Yang


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Computational Emotion Analysis From Images: Recent Advances and Future Directions


Mar 19, 2021
Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding, Björn W. Schuller

* Accepted chapter in the book "Human Perception of Visual Information Psychological and Computational Perspective" 

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Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation


Nov 25, 2020
Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer


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Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources


Nov 17, 2020
Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer


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A Review of Single-Source Deep Unsupervised Visual Domain Adaptation


Sep 19, 2020
Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer


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ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation


Sep 07, 2020
Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer


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