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Exploiting the Partly Scratch-off Lottery Ticket for Quantization-Aware Training


Nov 21, 2022
Yunshan Zhong, Mingbao Lin, Yuxin Zhang, Gongrui Nan, Fei Chao, Rongrong Ji


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LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal


Aug 27, 2022
Hong Yang, Gongrui Nan, Mingbao Lin, Fei Chao, Yunhang Shen, Ke Li, Rongrong Ji

* 10 pages, 6 figures, 29 references 

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Learning Best Combination for Efficient N:M Sparsity


Jun 14, 2022
Yuxin Zhang, Mingbao Lin, Zhihang Lin, Yiting Luo, Ke Li, Fei Chao, Yongjian Wu, Rongrong Ji

* 12 pages, 3 figures 

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Shadow-Aware Dynamic Convolution for Shadow Removal


May 10, 2022
Yimin Xu, Mingbao Lin, Hong Yang, Ke Li, Yunhang Shen, Fei Chao, Rongrong Ji


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Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks


Mar 10, 2022
Yunshan Zhong, Mingbao Lin, Xunchao Li, Ke Li, Yunhang Shen, Fei Chao, Yongjian Wu, Rongrong Ji


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Coarse-to-Fine Vision Transformer


Mar 08, 2022
Mengzhao Chen, Mingbao Lin, Ke Li, Yunhang Shen, Yongjian Wu, Fei Chao, Rongrong Ji


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Optimizing Gradient-driven Criteria in Network Sparsity: Gradient is All You Need


Jan 30, 2022
Yuxin Zhang, Mingbao Lin, Mengzhao Chen, Zihan Xu, Fei Chao, Yunhan Shen, Ke Li, Yongjian Wu, Rongrong Ji

* 11 pages, 3 figures 

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What Hinders Perceptual Quality of PSNR-oriented Methods?


Jan 04, 2022
Tianshuo Xu, Peng Mi, Xiawu Zheng, Lijiang Li, Fei Chao, Guannan Jiang, Wei Zhang, Yiyi Zhou, Rongrong Ji

* 10 pages,7 figures 

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Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme


Nov 09, 2021
Shaojie Li, Jie Wu, Xuefeng Xiao, Fei Chao, Xudong Mao, Rongrong Ji

* Accepted by NeurIPS2021 (The 35th Conference on Neural Information Processing Systems) 

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