Search Results for author: Yangchun Yan

Found 2 papers, 1 papers with code

Prior Gradient Mask Guided Pruning-Aware Fine-Tuning

1 code implementation AAAI 2022 Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu

In detail, the proposed PGMPF selectively suppresses the gradient of those ”unimportant” parameters via a prior gradient mask generated by the pruning criterion during fine-tuning.

Image Classification

Channel Pruning via Multi-Criteria based on Weight Dependency

no code implementations6 Nov 2020 Yangchun Yan, Rongzuo Guo, Chao Li, Kang Yang, Yongjun Xu

However, these methods ignore a small part of weights in the next layer which disappears as the feature map is removed.

Image Classification

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