Dynamic Channel Pruning: Feature Boosting and Suppression

12 October 2018

Papers citing "Dynamic Channel Pruning: Feature Boosting and Suppression"

50 / 122 papers shown

Title
Gator: Customizable Channel Pruning of Neural Networks with Gating E. Passov E. David N. Netanyahu AAML 37 0 0 30 May 2022
STN: Scalable Tensorizing Networks via Structure-Aware Training and Adaptive Compression Chang Nie Haiquan Wang Lu Zhao 9 0 0 30 May 2022
Dynamic Split Computing for Efficient Deep Edge Intelligence Arian Bakhtiarnia Nemanja Milošević Qi Zhang Dragana Bajović Alexandros Iosifidis 20 24 0 23 May 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking Ilchae Jung Minji Kim Eunhyeok Park Bohyung Han 21 3 0 23 May 2022
Fast Conditional Network Compression Using Bayesian HyperNetworks Phuoc Nguyen T. Tran Ky Le Sunil R. Gupta Santu Rana Dang Nguyen Trong Nguyen S. Ryan Svetha Venkatesh BDL 30 6 0 13 May 2022
Shadow-Aware Dynamic Convolution for Shadow Removal Yimin Xu Mingbao Lin Hong-Taek Yang Rongrong Ji Rongrong Ji 38 19 0 10 May 2022
Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps Hsu-Tung Shih Tian-Sheuan Chang 16 3 0 02 May 2022
Dynamic Network Adaptation at Inference Daniel Mendoza Caroline Trippel 24 0 0 18 Apr 2022
Searching for Network Width with Bilaterally Coupled Network Xiu Su Shan You Jiyang Xie Fei Wang Chao Qian Changshui Zhang Chang Xu 20 6 0 25 Mar 2022
How to Train Unstable Looped Tensor Network Anh-Huy Phan Konstantin Sobolev Dmitry Ermilov Igor Vorona Nikolay Kozyrskiy P. Tichavský A. Cichocki 25 3 0 05 Mar 2022
EREBA: Black-box Energy Testing of Adaptive Neural Networks Mirazul Haque Yaswanth Yadlapalli Wei Yang Cong Liu AAML 6 10 0 12 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 17 1 0 10 Feb 2022
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques JunKyu Lee L. Mukhanov A. S. Molahosseini U. Minhas Yang Hua Jesus Martinez del Rincon K. Dichev Cheol-Ho Hong Hans Vandierendonck 38 29 0 30 Dec 2021
Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization Bo-Shiuan Chu Che-Rung Lee 20 11 0 07 Dec 2021
When the Curious Abandon Honesty: Federated Learning Is Not Private Franziska Boenisch Adam Dziedzic R. Schuster Ali Shahin Shamsabadi Ilia Shumailov Nicolas Papernot FedML AAML 69 181 0 06 Dec 2021
Self-supervised Feature-Gate Coupling for Dynamic Network Pruning Mengnan Shi Chang-rui Liu Jianbin Jiao QiXiang Ye 29 1 0 29 Nov 2021
Dynamically pruning segformer for efficient semantic segmentation Haoli Bai Hongda Mao D. Nair 31 20 0 18 Nov 2021
Evolving Transferable Neural Pruning Functions Yuchen Liu S. Kung D. Wentzlaff 24 1 0 21 Oct 2021
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction Sara Elkerdawy Mostafa Elhoushi Hong Zhang Nilanjan Ray CVBM 23 37 0 15 Oct 2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Mingyu Yang Hun-Seok Kim 33 97 0 09 Oct 2021
Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better Xuanyang Zhang Xinming Zhang Jian Sun 25 1 0 26 Sep 2021
DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 30 9 0 21 Sep 2021
Rapid Model Architecture Adaption for Meta-Learning Yiren Zhao Xitong Gao Ilia Shumailov Nicolò Fusi Robert D. Mullins 33 4 0 10 Sep 2021
AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks Jingfei Chang Yang Lu Ping Xue Yiqun Xu Zhen Wei 22 0 0 31 Aug 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 29 18 0 30 Aug 2021
Leveraging Transprecision Computing for Machine Vision Applications at the Edge U. Minhas L. Mukhanov G. Karakonstantis Hans Vandierendonck Roger Francis Woods 32 5 0 29 Aug 2021
Towards Structured Dynamic Sparse Pre-Training of BERT A. Dietrich Frithjof Gressmann Douglas Orr Ivan Chelombiev Daniel Justus Carlo Luschi 22 17 0 13 Aug 2021
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework Miao Yin Yang Sui Siyu Liao Bo Yuan 18 79 0 26 Jul 2021
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition Lucas Liebenwein Alaa Maalouf O. Gal Dan Feldman Daniela Rus 32 46 0 23 Jul 2021
Unrealistic Feature Suppression for Generative Adversarial Networks Sanghun Kim Seungkyu Lee GAN 11 1 0 23 Jul 2021
How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures Stylianos I. Venieris Ioannis Panopoulos Ilias Leontiadis I. Venieris 28 6 0 21 Jun 2021
Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient Sixing Yu P. Nguyen Ali Anwar Ali Jannesari 24 12 0 13 Jun 2021
Dynamic Clone Transformer for Efficient Convolutional Neural Netwoks Longqing Ye ViT 17 0 0 12 Jun 2021
Locally Sparse Neural Networks for Tabular Biomedical Data Junchen Yang Ofir Lindenbaum Y. Kluger 22 33 0 11 Jun 2021
Adaptive Inference through Early-Exit Networks: Design, Challenges and Directions Stefanos Laskaridis Alexandros Kouris Nicholas D. Lane TPM 18 107 0 09 Jun 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 57 44 0 07 Jun 2021
Multi-Exit Semantic Segmentation Networks Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 20 30 0 07 Jun 2021
Patch Slimming for Efficient Vision Transformers Yehui Tang Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chao Xu Dacheng Tao ViT 16 163 0 05 Jun 2021
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks Giorgio Morales John W. Sheppard Riley D. Logan J. Shaw 6 11 0 01 Jun 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 27 35 0 19 May 2021
FrameExit: Conditional Early Exiting for Efficient Video Recognition Amir Ghodrati B. Bejnordi A. Habibian 37 81 0 27 Apr 2021
Skip-Convolutions for Efficient Video Processing A. Habibian Davide Abati Taco S. Cohen B. Bejnordi 54 50 0 23 Apr 2021
Dynamic Slimmable Network Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 29 143 0 24 Mar 2021
Manifold Regularized Dynamic Network Pruning Yehui Tang Yunhe Wang Yixing Xu Yiping Deng Chao Xu Dacheng Tao Chang Xu 30 91 0 10 Mar 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Rameswar Panda Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 68 62 0 10 Feb 2021
Locally Free Weight Sharing for Network Width Search Xiu Su Shan You Tao Huang Fei-Yue Wang Chao Qian Changshui Zhang Chang Xu 22 40 0 10 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 18 621 0 09 Feb 2021
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications Sicong Liu Bin Guo Ke Ma Zhiwen Yu Junzhao Du 25 9 0 28 Jan 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 135 674 0 24 Jan 2021
ACP: Automatic Channel Pruning via Clustering and Swarm Intelligence Optimization for CNN Jingfei Chang Yang Lu Ping Xue Yiqun Xu Zhen Wei 31 38 0 16 Jan 2021