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Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization


Aug 13, 2021
Wei Zhu, Haitian Zheng, Haofu Liao, Weijian Li, Jiebo Luo


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Visual Composite Set Detection Using Part-and-Sum Transformers


May 05, 2021
Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan, Stefano Soatto


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XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors


Dec 04, 2020
Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, Shaohua Kevin Zhou, Rama Chellappa

* Accepted to AAAI2021 

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A Smartphone-based System for Real-time Early Childhood Caries Diagnosis


Aug 17, 2020
Yipeng Zhang, Haofu Liao, Jin Xiao, Nisreen Al Jallad, Oriana Ly-Mapes, Jiebo Luo

* MICCAI 2020 Workshop 

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Structured Landmark Detection via Topology-Adapting Deep Graph Learning


Apr 23, 2020
Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao


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Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification


Apr 21, 2020
Wei Zhu, Haofu Liao, Wenbin Li, Weijian Li, Jiebo Luo


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Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision


Apr 18, 2020
Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo

* 24 pages. arXiv admin note: substantial text overlap with arXiv:1911.12362 

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Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies


Apr 16, 2020
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo


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Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images


Jan 18, 2020
Yuanyuan Lyu, Haofu Liao, Heqin Zhu, S. Kevin Zhou

* 8 pages, 7 figures 

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Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision


Nov 27, 2019
Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo

* 13 pages, 14 figures 

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Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement


Aug 15, 2019
Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou


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ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction


Aug 08, 2019
Haofu Liao, Wei-An Lin, S. Kevin Zhou, Jiebo Luo

* This is the extended version of arXiv:1906.01806. This paper is accepted to IEEE Transactions on Medical Imaging 

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Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment


Jul 23, 2019
Jianbo Yuan, Haofu Liao, Rui Luo, Jiebo Luo

* MICCAI 2019 

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Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction


Jul 06, 2019
Haofu Liao, Wei-An Lin, Zhimin Huo, Levon Vogelsang, William J. Sehnert, S. Kevin Zhou, Jiebo Luo

* This paper is accepted to MICCAI 2019 

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Patch Transformer for Multi-tagging Whole Slide Histopathology Images


Jul 04, 2019
Weijian Li, Viet-Duy Nguyen, Haofu Liao, Matt Wilder, Ke Cheng, Jiebo Luo

* To appear at the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI-19) 

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Generative Mask Pyramid Network forCT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction


Jun 29, 2019
Haofu Liao, Wei-An Lin, Zhimin Huo, Levon Vogelsang, William J. Sehnert, S. Kevin Zhou, Jiebo Luo

* This paper is accepted to MICCAI 2019 

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Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction


Jun 29, 2019
Haofu Liao, Wei-An Lin, Jianbo Yuan, S. Kevin Zhou, Jiebo Luo

* This work is accepted to MICCAI 2019 

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DuDoNet: Dual Domain Network for CT Metal Artifact Reduction


Jun 29, 2019
Wei-An Lin, Haofu Liao, Cheng Peng, Xiaohang Sun, Jingdan Zhang, Jiebo Luo, Rama Chellappa, Shaohua Kevin Zhou


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Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)


Apr 08, 2019
Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo, S. Kevin Zhou

* We would like to temporarily withdraw the paper for a few weeks due to an administrative regularization of our organization 

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A Deep Multi-task Learning Approach to Skin Lesion Classification


Dec 09, 2018
Haofu Liao, Jiebo Luo

* AAAI 2017 Joint Workshop on Health Intelligence W3PHIAI 2017 (W3PHI & HIAI), San Francisco, CA, 2017 

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Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks


Dec 09, 2018
Haofu Liao, Yuncheng Li, Jiebo Luo

* 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, 2016, pp. 355-360 

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More Knowledge is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring


Dec 09, 2018
Haofu Liao, Yucheng Tang, Gareth Funka-Lea, Jiebo Luo, Shaohua Kevin Zhou

* Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018. Lecture Notes in Computer Science, vol 11071. Springer, Cham 

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Adversarial Sparse-View CBCT Artifact Reduction


Dec 09, 2018
Haofu Liao, Zhimin Huo, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo

* Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018. Lecture Notes in Computer Science, vol 11070. Springer, Cham 

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Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information


Dec 09, 2018
Haofu Liao, Addisu Mesfin, Jiebo Luo

* IEEE Transactions on Medical Imaging, vol. 37, no. 5, pp. 1266-1275, May 2018 

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Face Completion with Semantic Knowledge and Collaborative Adversarial Learning


Dec 08, 2018
Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, S. Kevin Zhou

* To be appear in ACCV2018 

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