Soft Masking for Cost-Constrained Channel Pruning

Soft Masking for Cost-Constrained Channel Pruning

4 November 2022

Papers citing "Soft Masking for Cost-Constrained Channel Pruning"

14 / 14 papers shown

Title
MDP: Multidimensional Vision Model Pruning with Latency Constraint Xinglong Sun Barath Lakshmanan Maying Shen Shiyi Lan Jingde Chen Jose M. Alvarez VLM 49 0 0 02 Apr 2025
AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning Lixian Jing Jianpeng Qi Junyu Dong Yanwei Yu 3DPC AI4CE 39 0 0 24 Dec 2024
Multi-Dimensional Pruning: Joint Channel, Layer and Block Pruning with Latency Constraint Xinglong Sun Barath Lakshmanan Maying Shen Shiyi Lan Jingde Chen Jose Alvarez VLM 36 3 0 17 Jun 2024
Differentiable Model Scaling using Differentiable Topk Kai Liu Ruohui Wang Jianfei Gao Kai Chen MedIm VLM 28 1 0 12 May 2024
CR-SFP: Learning Consistent Representation for Soft Filter Pruning Jingyang Xiang Zhuangzhi Chen Jianbiao Mei Siqi Li Jun Chen Yong-Jin Liu 26 0 0 17 Dec 2023
MaxQ: Multi-Axis Query for N:M Sparsity Network Jingyang Xiang Siqi Li Junhao Chen Zhuangzhi Chen Tianxin Huang Linpeng Peng Yong-Jin Liu 16 0 0 12 Dec 2023
Differentiable Transportation Pruning Yun-qiang Li J. C. V. Gemert Torsten Hoefler Bert Moons E. Eleftheriou Bram-Ernst Verhoef OT 22 7 0 17 Jul 2023
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks Anna Bair Hongxu Yin Maying Shen Pavlo Molchanov J. Álvarez 35 10 0 25 Jun 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 30 69 0 17 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey Yang He Lingao Xiao 3DPC 30 116 0 01 Mar 2023
BCNet: Searching for Network Width with Bilaterally Coupled Network Xiu Su Shan You Fei-Yue Wang Chao Qian Changshui Zhang Chang Xu 55 34 0 21 May 2021
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 515 0 09 Apr 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 950 20,561 0 17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014