Pruning Filters for Efficient ConvNets

31 August 2016

Hao Li

Papers citing "Pruning Filters for Efficient ConvNets"

50 / 1,579 papers shown

Title
Quantization without Tears Minghao Fu Hao Yu Jie Shao Junjie Zhou Ke Zhu Jianxin Wu MQ 64 1 0 21 Nov 2024
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning Andy Li A. Durrant Milan Markovic Lu Yin Georgios Leontidis Tianlong Chen Lu Yin Georgios Leontidis 80 0 0 20 Nov 2024
Electrostatic Force Regularization for Neural Structured Pruning Abdesselam Ferdi A. Taleb-Ahmed A. Nakib Youcef Ferdi 76 1 0 17 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
Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras Roberto Riaño Gorka Abad S. Picek A. Urbieta AAML 36 0 0 05 Nov 2024
Automatic Structured Pruning for Efficient Architecture in Federated Learning Thai Vu Nguyen Long Bao Le Anderson Avila FedML 26 0 0 04 Nov 2024
Decoupling Dark Knowledge via Block-wise Logit Distillation for Feature-level Alignment Chengting Yu Fengzhao Zhang Ruizhe Chen Zuozhu Liu Shurun Tan Er-ping Li Aili Wang 44 2 0 03 Nov 2024
Improving DNN Modularization via Activation-Driven Training Tuan Ngo Abid Hassan Saad Shafiq Nenad Medvidovic MoMe 32 0 0 01 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 32 0 0 01 Nov 2024
SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity Kaidi Wang Jieru Zhao Shuo Yang Wenchao Ding Minyi Guo 30 0 0 28 Oct 2024
Uncovering Capabilities of Model Pruning in Graph Contrastive Learning Wu Junran Chen Xueyuan Li Shangzhe 33 1 0 27 Oct 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization Haowei Zhu Dehua Tang Ji Liu Mingjie Lu Jintu Zheng ... Spandan Tiwari Ashish Sirasao Jun-Hai Yong Bin Wang E. Barsoum DiffM 37 6 0 22 Oct 2024
Mitigating Vanishing Activations in Deep CapsNets Using Channel Pruning Siddharth Sahu Abdulrahman Altahhan 3DPC MedIm 45 0 0 22 Oct 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models Shangqian Gao Chi-Heng Lin Ting Hua Tang Zheng Yilin Shen Hongxia Jin Yen-Chang Hsu 30 3 0 15 Oct 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
STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation Vamsi Krishna Vasa Wenhui Zhu Xiwen Chen Peijie Qiu Xuanzhao Dong Yalin Wang ViT 30 0 0 13 Oct 2024
Reducing Data Bottlenecks in Distributed, Heterogeneous Neural Networks Ruhai Lin Rui-Jie Zhu Jason K. Eshraghian 46 1 0 12 Oct 2024
Non-transferable Pruning Ruyi Ding Lili Su A. A. Ding Yunsi Fei AAML 24 2 0 10 Oct 2024
Neural Metamorphosis Xingyi Yang Xinchao Wang 38 1 0 10 Oct 2024
Growing Efficient Accurate and Robust Neural Networks on the Edge Vignesh Sundaresha Naresh Shanbhag 27 0 0 10 Oct 2024
Learning Content-Aware Multi-Modal Joint Input Pruning via Bird's-Eye-View Representation Yuxin Li Yiheng Li Xulei Yang Mengying Yu Zihang Huang Xiaojun Wu Chai Kiat Yeo 40 0 0 09 Oct 2024
ReTok: Replacing Tokenizer to Enhance Representation Efficiency in Large Language Model Shuhao Gu Mengdi Zhao Bowen Zhang Liangdong Wang Jijie Li Guang Liu 30 2 0 06 Oct 2024
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement Gaurav Patel Christopher Sandino Behrooz Mahasseni Ellen L. Zippi Erdrin Azemi Ali Moin Juri Minxha TTA AI4TS 55 3 0 03 Oct 2024
Investigating the Effect of Network Pruning on Performance and Interpretability Jonathan von Rad Florian Seuffert 36 1 0 29 Sep 2024
CycleBNN: Cyclic Precision Training in Binary Neural Networks Federico Fontana Romeo Lanzino Anxhelo Diko G. Foresti Luigi Cinque MQ 41 0 0 28 Sep 2024
CRoP: Context-wise Robust Static Human-Sensing Personalization Sawinder Kaur Avery Gump Yi Xiao Jingyu Xin Harshit Sharma Nina R Benway Jonathan L Preston Asif Salekin 36 0 0 26 Sep 2024
CNN Mixture-of-Depths Rinor Cakaj Jens Mehnert Bin Yang 26 1 0 25 Sep 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 40 2 0 23 Sep 2024
SPAQ-DL-SLAM: Towards Optimizing Deep Learning-based SLAM for Resource-Constrained Embedded Platforms Niraj Pudasaini Muhammad Abdullah Hanif Mohamed Bennai 33 0 0 22 Sep 2024
Green Federated Learning: A new era of Green Aware AI Dipanwita Thakur Antonella Guzzo Giancarlo Fortino Francesco Piccialli AI4CE 48 4 0 19 Sep 2024
FAST GDRNPP: Improving the Speed of State-of-the-Art 6D Object Pose Estimation Thomas Pöllabauer Ashwin Pramod Volker Knauthe Michael Wahl 21 1 0 18 Sep 2024
An Efficient Privacy-aware Split Learning Framework for Satellite Communications Jianfei Sun Cong Wu Shahid Mumtaz Junyi Tao Mingsheng Cao Mei Wang Valerio Frascolla 42 5 0 13 Sep 2024
ELMS: Elasticized Large Language Models On Mobile Devices Wangsong Yin Rongjie Yi Daliang Xu Gang Huang Mengwei Xu Xuanzhe Liu 37 5 0 08 Sep 2024
PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator Shiguang Wang Tao Xie Haijun Liu Xingcheng Zhang Jian Cheng 36 2 0 29 Aug 2024
Learning effective pruning at initialization from iterative pruning Shengkai Liu Yaofeng Cheng Fusheng Zha Wei Guo Lining Sun Zhenshan Bing Chenguang Yang 43 0 0 27 Aug 2024
Infrared Domain Adaptation with Zero-Shot Quantization Burak Sevsay Erdem Akagündüz VLM MQ 30 1 0 25 Aug 2024
MPruner: Optimizing Neural Network Size with CKA-Based Mutual Information Pruning Seungbeom Hu ChanJun Park Andrew Ferraiuolo Sang-Ki Ko Jinwoo Kim Haein Song Jieung Kim 26 1 0 24 Aug 2024
MoDeGPT: Modular Decomposition for Large Language Model Compression Chi-Heng Lin Shangqian Gao James Seale Smith Abhishek Patel Shikhar Tuli Yilin Shen Hongxia Jin Yen-Chang Hsu 71 8 0 19 Aug 2024
Computer Vision Model Compression Techniques for Embedded Systems: A Survey Alexandre Lopes Fernando Pereira dos Santos D. Oliveira Mauricio Schiezaro Hélio Pedrini 36 5 0 15 Aug 2024
An Effective Information Theoretic Framework for Channel Pruning Yihao Chen Zefang Wang 41 2 0 14 Aug 2024
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection Zhonglin Chen Anyu Geng Jianan Jiang Jiwu Lu Di Wu ObjD 38 0 0 14 Aug 2024
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression Xingwu Chen Lei Zhao Difan Zou 49 6 0 08 Aug 2024
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model Mingcan Xiang Steven Jiaxun Tang Qizheng Yang Hui Guan Tongping Liu VLM 43 0 0 07 Aug 2024
MoExtend: Tuning New Experts for Modality and Task Extension Shanshan Zhong Shanghua Gao Zhongzhan Huang Wushao Wen Marinka Zitnik Pan Zhou VLM MLLM MoE 61 6 0 07 Aug 2024
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression Jonas Schmitt Ruiping Liu Junwei Zheng Jiaming Zhang Rainer Stiefelhagen VLM 36 0 0 06 Aug 2024
Toward Efficient Permutation for Hierarchical N:M Sparsity on GPUs Seungmin Yu Xiaodie Yi Hayun Lee Dongkun Shin 37 1 0 30 Jul 2024
Accelerating the Low-Rank Decomposed Models Habib Hajimolahoseini Walid Ahmed Austin Wen Yang Liu 39 0 0 24 Jul 2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation Ruizi Han Jinglei Tang 58 1 0 19 Jul 2024
Reconstruct the Pruned Model without Any Retraining Pingjie Wang Ziqing Fan Shengchao Hu Zhe Chen Yanfeng Wang Yu Wang 53 1 0 18 Jul 2024
CCSRP: Robust Pruning of Spiking Neural Networks through Cooperative Coevolution J. Reif Jiakang Li Songning Lai Alexander Fay AAML 34 0 0 18 Jul 2024