Layer Pruning via Fusible Residual Convolutional Block for Deep Neural
Networks

Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks

29 November 2020

Papers citing "Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks"

13 / 13 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
Temporal Action Detection Model Compression by Progressive Block Drop Xiaoyong Chen Yong Guo Jiaming Liang Sitong Zhuang Runhao Zeng Xiping Hu 55 0 0 21 Mar 2025
Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery Valentin Frank Ingmar Guenter Athanasios Sideris CVBM 23 0 0 14 Nov 2024
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models Yuqi Li Yao Lu Zhihong Zhu Chuanguang Yang Yihao Chen Jianping Gou 23 2 0 14 Oct 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 44 3 0 17 Jun 2024
Concurrent Training and Layer Pruning of Deep Neural Networks Valentin Frank Ingmar Guenter Athanasios Sideris 3DPC 45 3 0 06 Jun 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer Ji Liu Dehua Tang Yuanxian Huang Li Zhang Xiaocheng Zeng ... Jinzhang Peng Yu-Chiang Frank Wang Fan Jiang Lu Tian Ashish Sirasao ViT 29 7 0 12 Jan 2024
SR-init: An interpretable layer pruning method Hui Tang Yao Lu Qi Xuan 15 8 0 14 Mar 2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming Jinuk Kim Yeonwoo Jeong Deokjae Lee Hyun Oh Song 81 1 0 28 Jan 2023
Restructurable Activation Networks Kartikeya Bhardwaj James Ward Caleb Tung Dibakar Gope Lingchuan Meng Igor Fedorov A. Chalfin P. Whatmough Danny Loh 30 5 0 17 Aug 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks Y. Fu Haichuan Yang Jiayi Yuan Meng Li Cheng Wan Raghuraman Krishnamoorthi Vikas Chandra Yingyan Lin 33 19 0 02 Jun 2022
Understanding the Dynamics of DNNs Using Graph Modularity Yao Lu Wen Yang Yunzhe Zhang Zuohui Chen Jinyin Chen Qi Xuan Zhen Wang Xiaoniu Yang 39 9 0 24 Nov 2021
Layer Folding: Neural Network Depth Reduction using Activation Linearization Amir Ben Dror Niv Zehngut Avraham Raviv E. Artyomov Ran Vitek R. Jevnisek 29 20 0 17 Jun 2021