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Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation


Aug 17, 2021
Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu

* Accepted to ICCV 2021 (Oral) 

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


Aug 02, 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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Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference


Jul 22, 2021
Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges EL Fakhri, Jonghye Woo

* 30th International Joint Conference on Artificial Intelligence (IJCAI) 2021 

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Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI


Jul 22, 2021
Xiaofeng Liu, Fangxu Xing, Hanna K. Gaggin, Weichung Wang, C. -C. Jay Kuo, Georges El Fakhri, Jonghye Woo

* 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021) 

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Deep 3D-CNN for Depression Diagnosis with Facial Video Recording of Self-Rating Depression Scale Questionnaire


Jul 22, 2021
Wanqing Xie, Lizhong Liang, Yao Lu, Hui Luo, Xiaofeng Liu

* 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021) 

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Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation


Jun 25, 2021
Wanqing Xie, Lizhong Liang, Yao Lu, Chen Wang, Jihong Shen, Hui Luo, Xiaofeng Liu

* Published in IEEE Journal of Biomedical and Health Informatics 

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Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis


Jun 23, 2021
Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Reese Timothy, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

* MICCAI 2021 (early accept <13%) 

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Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation


Jun 23, 2021
Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo

* To appear in MICCAI 2021 

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AI Enlightens Wireless Communication: Analyses, Solutions and Opportunities on CSI Feedback


Jun 15, 2021
Han Xiao, Zhiqin Wang, Wenqiang Tian, Xiaofeng Liu, Wendong Liu, Shi Jin, Jia Shen, Zhi Zhang, Ning Yang


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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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Language model fusion for streaming end to end speech recognition


Apr 09, 2021
Rodrigo Cabrera, Xiaofeng Liu, Mohammadreza Ghodsi, Zebulun Matteson, Eugene Weinstein, Anjuli Kannan

* 5 pages 

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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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