Operation-Aware Soft Channel Pruning using Differentiable Masks

8 July 2020

Papers citing "Operation-Aware Soft Channel Pruning using Differentiable Masks"

20 / 70 papers shown

Title
Efficient Neural Network Training via Forward and Backward Propagation Sparsification Xiao Zhou Weizhong Zhang Zonghao Chen Shizhe Diao Tong Zhang 26 46 0 10 Nov 2021
A Unified Approach to Coreset Learning Alaa Maalouf Gilad Eini Ben Mussay Dan Feldman Margarita Osadchy DD 4 16 0 04 Nov 2021
Exploring Gradient Flow Based Saliency for DNN Model Compression Xinyu Liu Baopu Li Zhen Chen Yixuan Yuan FAtt 8 9 0 24 Oct 2021
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization Wenzheng Hu Zhengping Che Ning Liu Mingyang Li Jian Tang Changshui Zhang Jianqiang Wang 17 22 0 21 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 26 93 0 04 Oct 2021
GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization Yi Guo Huan Yuan Jianchao Tan Zhangyang Wang Sen Yang Ji Liu 18 46 0 06 Sep 2021
BN-NAS: Neural Architecture Search with Batch Normalization Boyu Chen Peixia Li Baopu Li Chen Lin Chuming Li Ming-hui Sun Junjie Yan Wanli Ouyang 24 30 0 16 Aug 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework Tianyi Chen Bo Ji Tianyu Ding Biyi Fang Guanyi Wang Zhihui Zhu Luming Liang Yixin Shi Sheng Yi Xiao Tu 16 102 0 15 Jul 2021
Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion Mingbao Lin Bohong Chen Fei Chao Rongrong Ji VLM 25 23 0 14 Jul 2021
Weight Reparametrization for Budget-Aware Network Pruning Robin Dupont H. Sahbi Guillaume Michel 16 1 0 08 Jul 2021
Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities L. Gonzalez-Carabarin Iris A. M. Huijben Bastian Veeling A. Schmid Ruud J. G. van Sloun 11 10 0 26 May 2021
BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening Wenqi Shao Hang Yu Zhaoyang Zhang Hang Xu Zhenguo Li Ping Luo AAML 12 2 0 13 May 2021
Effective Sparsification of Neural Networks with Global Sparsity Constraint Xiao Zhou Weizhong Zhang Hang Xu Tong Zhang 16 61 0 03 May 2021
Carrying out CNN Channel Pruning in a White Box Yu-xin Zhang Mingbao Lin Chia-Wen Lin Jie Chen Feiyue Huang Yongjian Wu Yonghong Tian R. Ji VLM 36 58 0 24 Apr 2021
Convolutional Neural Network Pruning with Structural Redundancy Reduction Z. Wang Chengcheng Li Xiangyang Wang 3DPC 20 157 0 08 Apr 2021
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation Chaofan Tao Rui Lin Quan Chen Zhaoyang Zhang Ping Luo Ngai Wong MQ 26 7 0 15 Feb 2021
Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention Distillation Shaojie Li Mingbao Lin Yan Wang Fei Chao Ling Shao Rongrong Ji 18 32 0 17 Nov 2020
DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search Yushuo Guan Ning Liu Pengyu Zhao Zhengping Che Kaigui Bian Yanzhi Wang Jian Tang 17 38 0 04 Nov 2020
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework Wenxiao Wang Minghao Chen Shuai Zhao Long Chen Jinming Hu Haifeng Liu Deng Cai Xiaofei He Wei Liu 23 58 0 10 Oct 2020
Filter Pruning by Switching to Neighboring CNNs with Good Attributes Yang He Ping Liu Linchao Zhu Yi Yang VLM 9 45 0 08 Apr 2019