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Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate


Jul 28, 2021
Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* Accepted to ICCV 2021 

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Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation


Jul 28, 2021
Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu

* Accepted to ICCV 2021 (Oral) 

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Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization


Apr 30, 2021
Yubin Ge, Site Li, Xuyang Li, Fangfang Fan, Wanqing Xie, Jane You, Xiaofeng Liu

* Accepted to IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2021 

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MBVI: Model-Based Value Initialization for Reinforcement Learning


Nov 04, 2020
Xubo Lyu, Site Li, Seth Siriya, Ye Pu, Mo Chen

* This paper was submitted to the 4th Conference on Robot Learning (CoRL 2020) 

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Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training


Oct 21, 2020
Xiaofeng Liu, Yuzhuo Han, Song Bai, Yi Ge, Tianxing Wang, Xu Han, Site Li, Jane You, Ju Lu

* Published in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020. arXiv admin note: text overlap with arXiv:2008.04751 

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Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving


Aug 11, 2020
Xiaofeng Liu, Yimeng Zhang, Xiongchang Liu, Song Bai, Site Li, Jane You

* Accepted to IEEE Transactions on Intelligent Transportation Systems (T-ITS) 

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AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation


Jul 13, 2020
Xiaofeng Liu, Tong Che, Yiqun Lu, Chao Yang, Site Li, Jane You

* ECCV 2020 

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Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models


Nov 18, 2019
Tong Che, Xiaofeng Liu, Site Li, Yubin Ge, Ruixiang Zhang, Caiming Xiong, Yoshua Bengio


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Permutation-invariant Feature Restructuring for Correlation-aware Image Set-based Recognition


Aug 03, 2019
Xiaofeng Liu, Zhenhua Guo, Site Li, Lingsheng Kong, Ping Jia, Jane You, B. V. K. Kumar

* Accepted to ICCV 2019 

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