PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions

30 April 2015

Dmitry Vetrov

Papers citing "PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions"

25 / 25 papers shown

Title
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models Yash Akhauri Ahmed F. AbouElhamayed Jordan Dotzel Zhiru Zhang Alexander M Rush Safeen Huda Mohamed S. Abdelfattah 20 2 0 24 Jun 2024
Survey: Exploiting Data Redundancy for Optimization of Deep Learning Jou-An Chen Wei Niu Bin Ren Yanzhi Wang Xipeng Shen 23 24 0 29 Aug 2022
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs D. Pinto J. Arnau Antonio González 31 1 0 10 Feb 2022
PnP-DETR: Towards Efficient Visual Analysis with Transformers Tao Wang Li Yuan Yunpeng Chen Jiashi Feng Shuicheng Yan ViT 24 82 0 15 Sep 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Naresh Boddeti 15 116 0 19 Aug 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 30 225 0 16 Mar 2021
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 10 16 0 24 Nov 2020
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network Anh-Huy Phan Konstantin Sobolev Konstantin Sozykin Dmitry Ermilov Julia Gusak P. Tichavský Valeriy Glukhov Ivan V. Oseledets A. Cichocki BDL 19 128 0 12 Aug 2020
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries D. Marin Zijian He Peter Vajda Priyam Chatterjee Sam S. Tsai Fei Yang Yuri Boykov SSeg 16 87 0 16 Jul 2019
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection Zhuo Chen Jiyuan Zhang Ruizhou Ding Diana Marculescu 13 12 0 19 Jun 2019
Dynamic Neural Network Channel Execution for Efficient Training Simeon E. Spasov Pietro Lió 13 4 0 15 May 2019
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 37 16 0 23 Nov 2018
Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao Yiren Zhao L. Dudziak Robert D. Mullins Chengzhong Xu 16 311 0 12 Oct 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 28 4 0 07 Sep 2018
Insights on representational similarity in neural networks with canonical correlation Ari S. Morcos M. Raghu Samy Bengio DRL 30 429 0 14 Jun 2018
Channel Gating Neural Networks Weizhe Hua Yuan Zhou Christopher De Sa Zhiru Zhang G. E. Suh 13 180 0 29 May 2018
Deep Expander Networks: Efficient Deep Networks from Graph Theory Ameya Prabhu G. Varma A. Namboodiri GNN 30 70 0 23 Nov 2017
NISP: Pruning Networks using Neuron Importance Score Propagation Ruichi Yu Ang Li Chun-Fu Chen Jui-Hsin Lai Vlad I. Morariu Xintong Han M. Gao Ching-Yung Lin L. Davis 30 795 0 16 Nov 2017
Dynamic Zoom-in Network for Fast Object Detection in Large Images M. Gao Ruichi Yu Ang Li Vlad I. Morariu L. Davis ObjD 33 129 0 14 Nov 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 27 823 0 22 Aug 2017
More is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong Junshi Huang Yi Yang Shuicheng Yan 18 288 0 25 Mar 2017
Ultimate tensorization: compressing convolutional and FC layers alike T. Garipov D. Podoprikhin Alexander Novikov Dmitry Vetrov 37 190 0 10 Nov 2016
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 27 46 0 09 Jun 2015
Fast ConvNets Using Group-wise Brain Damage V. Lebedev Victor Lempitsky AAML 36 447 0 08 Jun 2015
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014