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Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology


Jan 17, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Georges ElFakhri, Jonghye Woo

* Published at MICCAI Brainles 2020 

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Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis


Jan 14, 2021
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo

* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation


Jan 14, 2021
Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo

* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021 

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VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI


Jan 13, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, C. -C. Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo


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Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis


Jan 11, 2021
Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* Accepted to AAAI 2021 

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Identity-aware Facial Expression Recognition in Compressed Video


Jan 07, 2021
Xiaofeng Liu, Linghao Jin, Xu Han, Jun Lu, Jane You, Lingsheng Kong

* Accepted as the Oral paper at ICPR 2020 (<4.4%). arXiv admin note: substantial text overlap with arXiv:2010.10637 

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Energy-constrained Self-training for Unsupervised Domain Adaptation


Jan 01, 2021
Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong

* Accepted to 25th International Conference on Pattern Recognition (ICPR 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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Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video


Oct 20, 2020
Xiaofeng Liu, Linghao Jin, Xu Han, Jane You


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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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Disentanglement for Discriminative Visual Recognition


Jun 14, 2020
Xiaofeng Liu

* Manuscript for book "Recognition and perception of images" Willy 

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TPPO: A Novel Trajectory Predictor with Pseudo Oracle


Feb 04, 2020
Biao Yang, Guocheng Yan, Pin Wang, Ching-yao Chan, Xiaofeng Liu, Yang Chen

* 12 pages, 6 figures, 3 tables. arXiv admin note: substantial text overlap with arXiv:2002.00391 

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A Novel Graph based Trajectory Predictor with Pseudo Oracle


Feb 02, 2020
Biao Yang, Guocheng Yan, Pin Wang, Chingyao Chan, Xiaofeng Liu, Yang Chen

* 13 apges, 6 figures 

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Towards Disentangled Representations for Human Retargeting by Multi-view Learning


Dec 12, 2019
Chao Yang, Xiaofeng Liu, Qingming Tang, C. -C. Jay Kuo


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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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Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis


Nov 03, 2019
Xiaofeng Liu, Xu Han, Yukai Qiao, Yi Ge, Lu Jun

* ICCV VRMI workshop Oral. arXiv admin note: text overlap with arXiv:1911.00962 

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Conservative Wasserstein Training for Pose Estimation


Nov 03, 2019
Xiaofeng Liu, Yang Zou, Tong Che, Peng Ding, Ping Jia, Jane You, Kumar B. V. K

* ICCV 2019 

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Confidence Regularized Self-Training


Aug 27, 2019
Yang Zou, Zhiding Yu, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang

* Accepted to ICCV 2019 (Oral) 

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Attention Control with Metric Learning Alignment for Image Set-based Recognition


Aug 05, 2019
Xiaofeng Liu, Zhenhua Guo, Jane You, B. V. K Vijaya Kumar

* Accepted to IEEE T-IFS (Extension of ECCV 2018 paper: Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets). arXiv admin note: substantial text overlap with arXiv:1907.03030; text overlap with arXiv:1707.00130 by other authors 

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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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Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets


Jul 05, 2019
Xiaofeng Liu, B. V. K Vijaya Kumar, Chao Yang, Qingming Tang, Jane You

* Fixed the unreadable code in CVF version 

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Control with Distributed Deep Reinforcement Learning: Learn a Better Policy


Nov 30, 2018
Qihao Liu, Xiaofeng Liu, Guoping Cai

* 13 pages, 5 figures 

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Contextual-based Image Inpainting: Infer, Match, and Translate


Jul 25, 2018
Yuhang Song, Chao Yang, Zhe Lin, Xiaofeng Liu, Qin Huang, Hao Li, C. -C. Jay Kuo

* ECCV 2018 camera ready 

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Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart


Mar 28, 2018
Chao Yang, Yuhang Song, Xiaofeng Liu, Qingming Tang, C. -C. Jay Kuo


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Fast Online Clustering with Randomized Skeleton Sets


Jun 10, 2015
Krzysztof Choromanski, Sanjiv Kumar, Xiaofeng Liu


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