Publications

You Only Condense Once: Two Rules for Pruning Condensed Datasets

Advances in Neural Information Processing Systems (NeurIPS), 2023

Yang He, Lingao Xiao, Tianyi Joey Zhou

You Only Condense Once: Two Rules for Pruning Condensed Datasets

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks

IEEE Transactions on Cybernetics, 2019

Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2019

Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

International Joint Conference on Artificial Intelligence (IJCAI), 2018

Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks