Performance-aware Approximation of Global Channel Pruning for Multitask
CNNs

Performance-aware Approximation of Global Channel Pruning for Multitask CNNs

21 March 2023

Tao Chen

Papers citing "Performance-aware Approximation of Global Channel Pruning for Multitask CNNs"

10 / 10 papers shown

Title
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model Mingcan Xiang Steven Jiaxun Tang Qizheng Yang Hui Guan Tongping Liu VLM 20 0 0 07 Aug 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression Hancheng Ye Chong Yu Peng Ye Renqiu Xia Yansong Tang Jiwen Lu Tao Chen Bo-Wen Zhang 24 3 0 23 Mar 2024
Enhanced Sparsification via Stimulative Training Shengji Tang Weihao Lin Hancheng Ye Peng Ye Chong Yu Baopu Li Tao Chen 19 2 0 11 Mar 2024
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing Yongzhe Jia Xuyun Zhang Amin Beheshti Wanchun Dou FedML 11 4 0 13 Feb 2024
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis Morteza Homayounfar M. Koohi-Moghadam Reza Rawassizadeh V. Vardhanabhuti MedIm 6 1 0 15 Apr 2023
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 29 153 0 21 Oct 2020
Channel Pruning via Automatic Structure Search Mingbao Lin Rongrong Ji Yu-xin Zhang Baochang Zhang Yongjian Wu Yonghong Tian 60 237 0 23 Jan 2020
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 170 3,480 0 20 Aug 2019
Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation Jiaxin Gu Ce Li Baochang Zhang J. Han Xianbin Cao Jianzhuang Liu David Doermann 3DV 157 78 0 30 Nov 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017