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Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection


Nov 21, 2022
Linfeng Zhang, Yukang Shi, Hung-Shuo Tai, Zhipeng Zhang, Yuan He, Ke Wang, Kaisheng Ma

* Codes will be released if this paper is accepted 

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LW-ISP: A Lightweight Model with ISP and Deep Learning


Oct 08, 2022
Hongyang Chen, Kaisheng Ma

* 16 PAGES, ACCEPTED AS A CONFERENCE PAPER AT: BMVC 2022 

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Contrastive Deep Supervision


Jul 12, 2022
Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma

* Accepted in ECCV2022 

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Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views


Jun 01, 2022
Junbo Zhang, Kaisheng Ma


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Region-aware Knowledge Distillation for Efficient Image-to-Image Translation


May 25, 2022
Linfeng Zhang, Xin Chen, Runpei Dong, Kaisheng Ma


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PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection


May 23, 2022
Linfeng Zhang, Runpei Dong, Hung-Shuo Tai, Kaisheng Ma


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Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach


Apr 21, 2022
Dihan Zheng, Xiaowen Zhang, Kaisheng Ma, Chenglong Bao


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Unsupervised Deep Learning Meets Chan-Vese Model


Apr 14, 2022
Dihan Zheng, Chenglong Bao, Zuoqiang Shi, Haibin Ling, Kaisheng Ma


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Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation


Mar 12, 2022
Linfeng Zhang, Xin Chen, Xiaobing Tu, Pengfei Wan, Ning Xu, Kaisheng Ma

* Accepted by CVPR2022 

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Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks


Jan 13, 2022
Runpei Dong, Zhanhong Tan, Mengdi Wu, Linfeng Zhang, Kaisheng Ma

* Tech report, 17 pages, 4 figures 

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