DBP: Discrimination Based Block-Level Pruning for Deep Model
Acceleration

DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration

21 December 2019

Papers citing "DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration"

18 / 18 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 65 0 0 02 Apr 2025
Reassessing Layer Pruning in LLMs: New Insights and Methods Yao Lu Hao Cheng Yujie Fang Zeyu Wang Jiaheng Wei Dongwei Xu Qi Xuan Xiaoniu Yang Zhaowei Zhu 68 0 0 23 Nov 2024
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively Yao Lu Peixin Zhang Jingyi Wang Lei Ma Xiaoniu Yang Qi Xuan 33 0 0 15 Nov 2024
Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery Valentin Frank Ingmar Guenter Athanasios Sideris CVBM 26 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 29 3 0 14 Oct 2024
An Effective Information Theoretic Framework for Channel Pruning Yihao Chen Zefang Wang 41 2 0 14 Aug 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 48 3 0 17 Jun 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models Yao Lu Yutao Zhu Yuqi Li Dongwei Xu Yun Lin Qi Xuan Xiaoniu Yang 39 5 0 12 Jun 2024
Concurrent Training and Layer Pruning of Deep Neural Networks Valentin Frank Ingmar Guenter Athanasios Sideris 3DPC 45 3 0 06 Jun 2024
Dense Vision Transformer Compression with Few Samples Hanxiao Zhang Yifan Zhou Guo-Hua Wang Jianxin Wu ViT VLM 39 1 0 27 Mar 2024
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric Haokun Lin Haoli Bai Zhili Liu Lu Hou Muyi Sun Linqi Song Ying Wei Zhenan Sun CLIP VLM 63 15 0 12 Mar 2024
Block Pruning for Enhanced Efficiency in Convolutional Neural Networks Cheng-En Wu A. Davoodi Yu Hen Hu 26 3 0 28 Dec 2023
SR-init: An interpretable layer pruning method Hui Tang Yao Lu Qi Xuan 20 8 0 14 Mar 2023
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng-Wei Zhang Chao Zhang Hanhua Hu 45 26 0 03 Oct 2022
Practical Network Acceleration with Tiny Sets G. Wang Jianxin Wu 45 9 0 16 Feb 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 42 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 34 20 0 17 Jun 2021
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 30 58 0 10 Oct 2020