CP $^3$ : Channel Pruning Plug-in for Point-based Networks

23 March 2023

Papers citing "CP$^3$: Channel Pruning Plug-in for Point-based Networks"

28 / 28 papers shown

Title
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning Jianhao Li Tianyu Sun Wei Wei Ziyi Wang Bailan Feng Hengshuang Zhao 3DPC 135 0 0 12 Nov 2024
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 83 56 0 16 Jul 2022
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Kehong Gong Bingbing Li Jianfeng Zhang Tao Wang Jing Huang Michael Bi Mi Jiashi Feng Xinchao Wang SSL 90 42 0 29 Mar 2022
A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation H. Fazlali Yixuan Xu Y. Ren Bingbing Liu 3DPC 50 21 0 04 Mar 2022
CHIP: CHannel Independence-based Pruning for Compact Neural Networks Yang Sui Miao Yin Yi Xie Huy Phan S. Zonouz Bo Yuan VLM 94 134 0 26 Oct 2021
Group Fisher Pruning for Practical Network Compression Liyang Liu Shilong Zhang Zhanghui Kuang Aojun Zhou Jingliang Xue Xinjiang Wang Yimin Chen Wenming Yang Q. Liao Wayne Zhang 79 149 0 02 Aug 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 46 54 0 08 Jun 2021
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud Wu Zheng Weiliang Tang Li Jiang Chi-Wing Fu 3DPC 62 328 0 20 Apr 2021
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 183 2,008 0 02 Nov 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets Kai Han Yunhe Wang Qiulin Zhang Wei Zhang Chunjing Xu Tong Zhang 72 88 0 28 Oct 2020
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework Wenxiao Wang Minghao Chen Shuai Zhao Long Chen Jinming Hu Haifeng Liu Deng Cai Xiaofei He Wei Liu 92 60 0 10 Oct 2020
Pruning Filter in Filter Fanxu Meng Hao Cheng Ke Li Huixiang Luo Xiao-Wei Guo Guangming Lu Xing Sun VLM 66 106 0 30 Sep 2020
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting Xiaohan Ding Tianxiang Hao Jianchao Tan Ji Liu Jungong Han Yuchen Guo Guiguang Ding 72 166 0 07 Jul 2020
Human Grasp Classification for Reactive Human-to-Robot Handovers Wei Yang Chris Paxton Maya Cakmak Dieter Fox 74 52 0 12 Mar 2020
MNN: A Universal and Efficient Inference Engine Xiaotang Jiang Huan Wang Yiliu Chen Ziqi Wu Lichuan Wang ... Zongyang Cui Yuezhi Cai Tianhang Yu Chengfei Lv Zhihua Wu 87 156 0 27 Feb 2020
HRank: Filter Pruning using High-Rank Feature Map Mingbao Lin Rongrong Ji Yan Wang Yichen Zhang Baochang Zhang Yonghong Tian Ling Shao 79 728 0 24 Feb 2020
Provable Filter Pruning for Efficient Neural Networks Lucas Liebenwein Cenk Baykal Harry Lang Dan Feldman Daniela Rus VLM 3DPC 76 141 0 18 Nov 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 110 785 0 13 Aug 2019
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning Wenxiao Wang Cong Fu Jishun Guo Deng Cai Xiaofei He VLM 48 72 0 25 Jun 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 119 1,290 0 21 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 171 2,546 0 18 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 66 205 0 01 Apr 2019
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 74 800 0 16 Nov 2017
Learning Efficient Convolutional Networks through Network Slimming Zhuang Liu Jianguo Li Zhiqiang Shen Gao Huang Shoumeng Yan Changshui Zhang 127 2,426 0 22 Aug 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,900 0 17 Apr 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 502 4,084 0 14 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 495 14,371 0 02 Dec 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 195 3,707 0 31 Aug 2016

CP3^33: Channel Pruning Plug-in for Point-based Networks

Papers citing "CP$^3$: Channel Pruning Plug-in for Point-based Networks"

CP $^3$ : Channel Pruning Plug-in for Point-based Networks