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Recovering Sign Bits of DCT Coefficients in Digital Images as an Optimization Problem


Nov 02, 2022
Ruiyuan Lin, Sheng Liu, Jun Jiang, Shujun Li, Chengqing Li, C. -C. Jay Kuo

* 13 pages, 8 figures 

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Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning


Oct 17, 2022
Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda

* The first two authors contribute equally. The last two authors are joint last authors 

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Are All Losses Created Equal: A Neural Collapse Perspective


Oct 08, 2022
Jinxin Zhou, Chong You, Xiao Li, Kangning Liu, Sheng Liu, Qing Qu, Zhihui Zhu

* 32 page, 10 figures, NeurIPS 2022 

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Asymmetric Dual-Decoder U-Net for Joint Rain and Haze Removal


Jun 21, 2022
Yuan Feng, Yaojun Hu, Pengfei Fang, Yanhong Yang, Sheng Liu, Shengyong Chen

* 12 pages, 35 figures 

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Video Shadow Detection via Spatio-Temporal Interpolation Consistency Training


Jun 17, 2022
Xiao Lu, Yihong Cao, Sheng Liu, Chengjiang Long, Zipei Chen, Xuanyu Zhou, Yimin Yang, Chunxia Xiao

* Accepted in CVPR2022 

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Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images


Jun 07, 2022
Yin Dai, Zi'an Xu, Fayu Liu, Siqi Li, Sheng Liu, Lifu Shi, Jun Fu


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Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows


Apr 05, 2022
Sheng Liu, Xiaohan Nie, Raffay Hamid


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On Learning Contrastive Representations for Learning with Noisy Labels


Mar 25, 2022
Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang


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Robust Training under Label Noise by Over-parameterization


Feb 28, 2022
Sheng Liu, Zhihui Zhu, Qing Qu, Chong You

* 23 pages, 4 figures and 5 tables. Code is available at https://github.com/shengliu66/SOP 

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