CHIP: CHannel Independence-based Pruning for Compact Neural Networks

CHIP: CHannel Independence-based Pruning for Compact Neural Networks

26 October 2021

Papers citing "CHIP: CHannel Independence-based Pruning for Compact Neural Networks"

17 / 67 papers shown

Title
State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks Alicia Y. Tsai Juliette Decugis L. Ghaoui Alper Atamtürk 30 3 0 19 Sep 2022
CWP: Instance complexity weighted channel-wise soft masks for network pruning Jiapeng Wang Ming Ma Zhenhua Yu 17 0 0 08 Sep 2022
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps Alireza Ganjdanesh Shangqian Gao Heng-Chiao Huang FAtt AAML 24 19 0 07 Sep 2022
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN Huy Phan Cong Shi Yi Xie Tian-Di Zhang Zhuohang Li Tianming Zhao Jian-Dong Liu Yan Wang Ying Chen Bo Yuan AAML 32 6 0 22 Aug 2022
Deep Neural Networks pruning via the Structured Perspective Regularization M. Cacciola A. Frangioni Xinlin Li Andrea Lodi 3DPC 28 5 0 28 Jun 2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm Aidan Good Jia-Huei Lin Hannah Sieg Mikey Ferguson Xin Yu Shandian Zhe J. Wieczorek Thiago Serra 29 11 0 07 Jun 2022
Compact Neural Networks via Stacking Designed Basic Units Weichao Lan Y. Cheung Juyong Jiang 29 0 0 03 May 2022
End-to-End Sensitivity-Based Filter Pruning Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu AAML 22 1 0 15 Apr 2022
Pruning-aware Sparse Regularization for Network Pruning Nanfei Jiang Xu Zhao Chaoyang Zhao Yongqi An Ming Tang Jinqiao Wang 3DPC 24 12 0 18 Jan 2022
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank Moonjung Eo Suhyun Kang Wonjong Rhee 19 1 0 30 Nov 2021
Neural network relief: a pruning algorithm based on neural activity Aleksandr Dekhovich David Tax M. Sluiter Miguel A. Bessa 46 10 0 22 Sep 2021
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 50 166 0 21 Oct 2020
A Progressive Sub-Network Searching Framework for Dynamic Inference Li Yang Zhezhi He Yu Cao Deliang Fan AI4CE 12 6 0 11 Sep 2020
Weight-dependent Gates for Network Pruning Yun Li Zechun Liu Weiqun Wu Haotian Yao X. Zhang Chi Zhang B. Yin 29 13 0 04 Jul 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 137 189 0 19 Mar 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,027 0 06 Mar 2020
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 20 7 0 08 Oct 2019