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ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting
v1v2v3v4 (latest)

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

7 July 2020
Xiaohan Ding
Tianxiang Hao
Jianchao Tan
Ji Liu
Jungong Han
Yuchen Guo
Guiguang Ding
ArXiv (abs)PDFHTMLGithub (295★)

Papers citing "ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting"

50 / 78 papers shown
Beyond One-Way Pruning: Bidirectional Pruning-Regrowth for Extreme Accuracy-Sparsity Tradeoff
Beyond One-Way Pruning: Bidirectional Pruning-Regrowth for Extreme Accuracy-Sparsity Tradeoff
Junchen Liu
Yi Sheng
99
0
0
11 Nov 2025
One-Shot Knowledge Transfer for Scalable Person Re-Identification
One-Shot Knowledge Transfer for Scalable Person Re-Identification
Longhua Li
Lei Qi
Xin Geng
167
3
0
08 Nov 2025
C-SWAP: Explainability-Aware Structured Pruning for Efficient Neural Networks Compression
C-SWAP: Explainability-Aware Structured Pruning for Efficient Neural Networks Compression
Baptiste Bauvin
Loïc Baret
Ola Ahmad
154
0
0
21 Oct 2025
Structured Output Regularization: a framework for few-shot transfer learning
Structured Output Regularization: a framework for few-shot transfer learning
Nicolas Ewen
Jairo Diaz-Rodriguez
Kelly Ramsay
OffRL
132
0
0
09 Oct 2025
Optimal Brain Connection: Towards Efficient Structural Pruning
Optimal Brain Connection: Towards Efficient Structural Pruning
Shaowu Chen
Wei Ma
Binhua Huang
Qingyuan Wang
Guoxin Wang
Weize Sun
Lei Huang
Deepu John
150
1
0
07 Aug 2025
Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space
Catalyst: a Novel Regularizer for Structured Pruning with Auxiliary Extension of Parameter Space
Jaeheun Jung
Donghun Lee
252
0
0
10 Jul 2025
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Meta Pruning via Graph Metanetworks : A Universal Meta Learning Framework for Network Pruning
Yewei Liu
Xiyuan Wang
Muhan Zhang
DDGNN
395
0
0
24 May 2025
Automatic Complementary Separation Pruning Toward Lightweight CNNs
Automatic Complementary Separation Pruning Toward Lightweight CNNs
David Levin
Gonen Singer
255
0
0
19 May 2025
Fast and Slow Gradient Approximation for Binary Neural Network
  Optimization
Fast and Slow Gradient Approximation for Binary Neural Network OptimizationAAAI Conference on Artificial Intelligence (AAAI), 2024
Xinquan Chen
Junqi Gao
Biqing Qi
Dong Li
Yiang Luo
Fangyuan Li
Pengfei Li
MQ
338
0
0
16 Dec 2024
Is Oracle Pruning the True Oracle?
Is Oracle Pruning the True Oracle?
Sicheng Feng
Keda Tao
Haoyu Wang
VLM
375
5
0
28 Nov 2024
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning
Tianyi Chen
Xiaoyi Qu
David Aponte
Colby R. Banbury
Jongwoo Ko
Tianyu Ding
Yong Ma
Vladimir Lyapunov
Ilya Zharkov
Luming Liang
536
3
0
11 Sep 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence
  Modelling
Reparameterized Multi-Resolution Convolutions for Long Sequence ModellingNeural Information Processing Systems (NeurIPS), 2024
Harry Jake Cunningham
Giorgio Giannone
Mingtian Zhang
M. Deisenroth
361
3
0
18 Aug 2024
Computer Vision Model Compression Techniques for Embedded Systems: A
  Survey
Computer Vision Model Compression Techniques for Embedded Systems: A SurveyComputers & graphics (CG), 2024
Alexandre Lopes
Fernando Pereira dos Santos
D. Oliveira
Mauricio Schiezaro
Hélio Pedrini
319
17
0
15 Aug 2024
Quantized Prompt for Efficient Generalization of Vision-Language Models
Quantized Prompt for Efficient Generalization of Vision-Language Models
Tianxiang Hao
Xiaohan Ding
Juexiao Feng
Yuhong Yang
Hui Chen
Guiguang Ding
VLMMQ
329
9
0
15 Jul 2024
Characterizing Disparity Between Edge Models and High-Accuracy Base
  Models for Vision Tasks
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks
Zhenyu Wang
S. Nirjon
188
2
0
13 Jul 2024
A Comprehensive Study of Structural Pruning for Vision Models
A Comprehensive Study of Structural Pruning for Vision Models
Haoling Li
Haoling Li
Mengqi Xue
Gongfan Fang
Sheng Zhou
Zunlei Feng
Huiqiong Wang
Mingli Song
Lechao Cheng
VLM
589
0
0
18 Jun 2024
Mixture-of-Subspaces in Low-Rank Adaptation
Mixture-of-Subspaces in Low-Rank Adaptation
Taiqiang Wu
Jiahao Wang
Zhe Zhao
Ngai Wong
626
53
0
16 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal
  Visual Signals
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals
Zhicheng Cai
296
3
0
06 Jun 2024
Decay Pruning Method: Smooth Pruning With a Self-Rectifying Procedure
Decay Pruning Method: Smooth Pruning With a Self-Rectifying Procedure
Minghao Yang
Linlin Gao
Pengyuan Li
Wenbo Li
Yihong Dong
Zhiying Cui
229
1
0
06 Jun 2024
Survey on Visual Signal Coding and Processing with Generative Models:
  Technologies, Standards and Optimization
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and OptimizationIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024
Zhibo Chen
Heming Sun
Li Zhang
Fan Zhang
316
8
0
23 May 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual
  Self-Supervised Learning
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning
Wenzhuo Liu
Fei Zhu
Cheng-Lin Liu
CLL
387
2
0
27 Mar 2024
Multi-Scale Implicit Transformer with Re-parameterize for
  Arbitrary-Scale Super-Resolution
Multi-Scale Implicit Transformer with Re-parameterize for Arbitrary-Scale Super-Resolution
Jinchen Zhu
Mingjian Zhang
Ling Zheng
Shizhuang Weng
175
0
0
11 Mar 2024
Enhanced Sparsification via Stimulative Training
Enhanced Sparsification via Stimulative TrainingEuropean Conference on Computer Vision (ECCV), 2024
Shengji Tang
Weihao Lin
Hancheng Ye
Peng Ye
Chong Yu
Baopu Li
Tao Chen
175
2
0
11 Mar 2024
Structurally Prune Anything: Any Architecture, Any Framework, Any Time
Structurally Prune Anything: Any Architecture, Any Framework, Any Time
Xun Wang
John Rachwan
Stephan Günnemann
Bertrand Charpentier
216
9
0
03 Mar 2024
REPrune: Channel Pruning via Kernel Representative Selection
REPrune: Channel Pruning via Kernel Representative Selection
Mincheol Park
Dongjin Kim
Cheonjun Park
Yuna Park
Gyeong Eun Gong
Won Woo Ro
Suhyun Kim
VLM
311
4
0
27 Feb 2024
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other
  Modalities
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other ModalitiesComputer Vision and Pattern Recognition (CVPR), 2024
Yiyuan Zhang
Xiaohan Ding
Kaixiong Gong
Yixiao Ge
Ying Shan
Xiangyu Yue
ViT
332
14
0
25 Jan 2024
Improved Implicit Neural Representation with Fourier Reparameterized
  Training
Improved Implicit Neural Representation with Fourier Reparameterized TrainingComputer Vision and Pattern Recognition (CVPR), 2024
Kexuan Shi
Xingyu Zhou
Shuhang Gu
513
38
0
15 Jan 2024
Post-Training Quantization for Re-parameterization via Coarse & Fine
  Weight Splitting
Post-Training Quantization for Re-parameterization via Coarse & Fine Weight Splitting
Dawei Yang
Ning He
Yan Chen
Zhihang Yuan
Jiangyong Yu
Chen Xu
Zhe Jiang
MQ
222
15
0
17 Dec 2023
An Incremental Unified Framework for Small Defect Inspection
An Incremental Unified Framework for Small Defect InspectionEuropean Conference on Computer Vision (ECCV), 2023
Jiaqi Tang
Hao Lu
Xiaogang Xu
Ruizheng Wu
Sixing Hu
Tong Zhang
Tsz Wa Cheng
Ming Ge
Ying-Cong Chen
Fugee Tsung
265
23
0
14 Dec 2023
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio,
  Video, Point Cloud, Time-Series and Image Recognition
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image RecognitionComputer Vision and Pattern Recognition (CVPR), 2023
Xiaohan Ding
Yiyuan Zhang
Yixiao Ge
Sijie Zhao
Lin Song
Xiangyu Yue
Ying Shan
VLMAI4TSSSL
291
266
0
27 Nov 2023
RepQ: Generalizing Quantization-Aware Training for Re-Parametrized
  Architectures
RepQ: Generalizing Quantization-Aware Training for Re-Parametrized Architectures
Anastasiia Prutianova
Alexey Zaytsev
Chung-Kuei Lee
Fengyu Sun
Ivan Koryakovskiy
MQ
180
0
0
09 Nov 2023
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient
  Private Inference
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private InferenceNeural Information Processing Systems (NeurIPS), 2023
Wenxuan Zeng
Meng Li
Haichuan Yang
Wen-jie Lu
Runsheng Wang
Ru Huang
224
14
0
03 Nov 2023
E-Sparse: Boosting the Large Language Model Inference through
  Entropy-based N:M Sparsity
E-Sparse: Boosting the Large Language Model Inference through Entropy-based N:M Sparsity
Yun Li
Lin Niu
Xipeng Zhang
Kai Liu
Jianchen Zhu
Zhanhui Kang
MoE
243
19
0
24 Oct 2023
USDC: Unified Static and Dynamic Compression for Visual Transformer
USDC: Unified Static and Dynamic Compression for Visual Transformer
Huan Yuan
Chao Liao
Jianchao Tan
Peng Yao
Jiyuan Jia
Bin Chen
Chengru Song
Chen Zhang
ViT
145
0
0
17 Oct 2023
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNets
RefConv: Re-parameterized Refocusing Convolution for Powerful ConvNetsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Zhicheng Cai
Xiaohan Ding
Qiu Shen
Xun Cao
266
33
0
16 Oct 2023
SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading
  Acceleration
SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading AccelerationNeural Information Processing Systems (NeurIPS), 2023
Jingyang Xiang
Siqi Li
Jun Chen
Shipeng Bai
Yukai Ma
Guang Dai
Yong-Jin Liu
254
2
0
10 Oct 2023
Dynamic Shuffle: An Efficient Channel Mixture Method
Dynamic Shuffle: An Efficient Channel Mixture Method
Kaijun Gong
Zhuowen Yin
Yushu Li
K. Guo
Xiangmin Xu
282
2
0
04 Oct 2023
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs
CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Ao Wang
Hui Chen
Zijia Lin
Sicheng Zhao
Jiawei Han
Guiguang Ding
ViT
329
9
0
27 Sep 2023
LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from
  Scratch
LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from Scratch
P. Zhai
K. Guo
Fan Liu
Xiaofen Xing
Xiangmin Xu
306
3
0
25 Sep 2023
$\rm SP^3$: Enhancing Structured Pruning via PCA Projection
SP3\rm SP^3SP3: Enhancing Structured Pruning via PCA ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuxuan Hu
Jing Zhang
Zhe Zhao
Chengliang Zhao
Xiaodong Chen
Cuiping Li
Hong Chen
282
4
0
31 Aug 2023
Estimator Meets Equilibrium Perspective: A Rectified Straight Through
  Estimator for Binary Neural Networks Training
Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks TrainingIEEE International Conference on Computer Vision (ICCV), 2023
Xiao-Ming Wu
Dian Zheng
Zuhao Liu
Weishi Zheng
MQ
348
26
0
13 Aug 2023
Experts Weights Averaging: A New General Training Scheme for Vision
  Transformers
Experts Weights Averaging: A New General Training Scheme for Vision Transformers
Yongqian Huang
Peng Ye
Xiaoshui Huang
Sheng Li
Tao Chen
Tong He
Wanli Ouyang
MoMe
246
10
0
11 Aug 2023
Resource Constrained Model Compression via Minimax Optimization for
  Spiking Neural Networks
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural NetworksACM Multimedia (ACM MM), 2023
Jue Chen
Huan Yuan
Jianchao Tan
Bin Chen
Chengru Song
Chen Zhang
207
7
0
09 Aug 2023
FalconNet: Factorization for the Light-weight ConvNets
FalconNet: Factorization for the Light-weight ConvNetsInternational Conference on Neural Information Processing (ICONIP), 2023
Zhicheng Cai
Qiu Shen
391
21
0
10 Jun 2023
Spatial Re-parameterization for N:M Sparsity
Spatial Re-parameterization for N:M SparsityIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yuxin Zhang
Mingbao Lin
Mingliang Xu
Mengzhao Chen
Jiayi Ji
427
2
0
09 Jun 2023
Layer-adaptive Structured Pruning Guided by Latency
Layer-adaptive Structured Pruning Guided by Latency
Siyuan Pan
Linna Zhang
Jie Zhang
Xiaoshuang Li
Liang Hou
Xiaobing Tu
263
3
0
23 May 2023
Weight-Inherited Distillation for Task-Agnostic BERT Compression
Weight-Inherited Distillation for Task-Agnostic BERT Compression
Taiqiang Wu
Cheng-An Hou
Shanshan Lao
Jiayi Li
Ngai Wong
Zhe Zhao
Yujiu Yang
330
10
0
16 May 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual
  Adaptation
Consolidator: Mergeable Adapter with Grouped Connections for Visual AdaptationInternational Conference on Learning Representations (ICLR), 2023
Tianxiang Hao
Hui Chen
Yuchen Guo
Guiguang Ding
296
23
0
30 Apr 2023
Structured Pruning for Multi-Task Deep Neural Networks
Structured Pruning for Multi-Task Deep Neural NetworksConference on Multimedia Information Processing and Retrieval (MIPR), 2023
Siddhant Garg
Lijun Zhang
Hui Guan
162
2
0
13 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer
RIFormer: Keep Your Vision Backbone Effective While Removing Token MixerComputer Vision and Pattern Recognition (CVPR), 2023
Jiahao Wang
Songyang Zhang
Yong Liu
Taiqiang Wu
Yujiu Yang
Xihui Liu
Kai-xiang Chen
Ping Luo
Dahua Lin
254
30
0
12 Apr 2023
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