Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch

21 March 2024

Papers citing "Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch"

7 / 7 papers shown

Title
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 75 1 0 11 Sep 2024
OTOV2: Automatic, Generic, User-Friendly Tianyi Chen Luming Liang Tian Ding Zhihui Zhu Ilya Zharkov VLM MQ 40 31 0 13 Mar 2023
DepGraph: Towards Any Structural Pruning Gongfan Fang Xinyin Ma Mingli Song Michael Bi Mi Xinchao Wang GNN 89 256 0 30 Jan 2023
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 39 166 0 21 Oct 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 123 1 0 19 Mar 2020
Channel Pruning via Automatic Structure Search Mingbao Lin Rongrong Ji Yu-xin Zhang Baochang Zhang Yongjian Wu Yonghong Tian 68 241 0 23 Jan 2020
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 286 36,320 0 08 Jun 2015