Point-Voxel CNN for Efficient 3D Deep Learning

8 July 2019

Zhijian Liu

Song Han

Papers citing "Point-Voxel CNN for Efficient 3D Deep Learning"

50 / 318 papers shown

Title
Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video Akin Caliskan A. Mustafa A. Hilton 3DH 19 3 0 19 Apr 2021
OCM3D: Object-Centric Monocular 3D Object Detection Liang Peng Fei Liu Senbo Yan Xiaofei He Deng Cai 3DPC 23 12 0 13 Apr 2021
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds Qingyong Hu Bo Yang Guangchi Fang Yulan Guo A. Leonardis Niki Trigoni Andrew Markham 3DPC 32 117 0 11 Apr 2021
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 28 17 0 10 Apr 2021
Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining Yueh-Cheng Liu Yu-Kai Huang HungYueh Chiang Hung-Ting Su Zhe-Yu Liu Chin-Tang Chen Ching-Yu Tseng Winston H. Hsu 3DPC 17 35 0 10 Apr 2021
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 26 510 0 08 Apr 2021
Noise Injection-based Regularization for Point Cloud Processing Xiao Zang Yi Xie Siyu Liao Jie Chen Bo Yuan 3DPC 11 1 0 28 Mar 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 13 394 0 26 Mar 2021
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion Qili Zeng Shihang Feng B. Wohlberg Youzuo Lin 31 26 0 25 Mar 2021
RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation Jianyun Xu Ruixiang Zhang Jian Dou Yushi Zhu Jie Sun Shiliang Pu 3DPC 13 258 0 24 Mar 2021
You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module Chenfeng Xu Bohan Zhai Bichen Wu Tian Li Wei Zhan Peter Vajda Kurt Keutzer M. Tomizuka ViT 19 23 0 18 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Saeed Mian 3DPC 28 70 0 09 Mar 2021
Machine-learning based methodologies for 3d x-ray measurement, characterization and optimization for buried structures in advanced ic packages R. Pahwa S. W. Ho Ren Qin Richard Chang Oo Zaw Min ... T. Nwe Yanjing Yang J. Neumann R. Pichumani T. Gregorich 11 7 0 08 Mar 2021
TPCN: Temporal Point Cloud Networks for Motion Forecasting Maosheng Ye Tongyi Cao Qifeng Chen 3DPC 15 145 0 04 Mar 2021
FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation Yisheng He Haibin Huang Haoqiang Fan Qifeng Chen Jian-jun Sun 3DPC 3DH 28 266 0 03 Mar 2021
Deep learning based geometric registration for medical images: How accurate can we get without visual features? Lasse Hansen M. Heinrich 3DPC 10 13 0 01 Mar 2021
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation Aoran Xiao Xiaofei Yang Shijian Lu Dayan Guan Jiaxing Huang 3DPC 29 48 0 01 Mar 2021
Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Junxuan Huang Junsong Yuan Chunming Qiao 3DPC 14 0 0 15 Feb 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 404 0 31 Jan 2021
PLUMENet: Efficient 3D Object Detection from Stereo Images Yan Wang Binh Yang Rui Hu Ming Liang R. Urtasun 3DPC 18 40 0 17 Jan 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D K. Cherenkova Djamila Aouada Gleb Gusev 3DPC 52 16 0 12 Jan 2021
Anchor-Based Spatio-Temporal Attention 3D Convolutional Networks for Dynamic 3D Point Cloud Sequences Guangming Wang Muyao Chen Hanwen Liu Yehui Yang Zhe Liu Hesheng Wang 3DPC 4 25 0 20 Dec 2020
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling Kangcheng Liu Zhi Gao F. Lin Ben M. Chen 3DPC 21 57 0 17 Dec 2020
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 15 231 0 17 Dec 2020
ParaNet: Deep Regular Representation for 3D Point Clouds Qijian Zhang Junhui Hou Y. Qian Juyong Zhang Ying He 3DPC 6 1 0 05 Dec 2020
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 18 98 0 02 Dec 2020
Occlusion Guided Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 19 29 0 30 Nov 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DV 3DPC 34 199 0 26 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 44 116 0 25 Nov 2020
Object Rearrangement Using Learned Implicit Collision Functions Michael Danielczuk Arsalan Mousavian Clemens Eppner D. Fox 3DPC 13 78 0 21 Nov 2020
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR Data Christoph B. Rist David Emmerichs Markus Enzweiler D. Gavrila 3DPC 3DV 17 83 0 18 Nov 2020
Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers Nina M. Varney V. Asari Quinn Graehling 3DPC 9 15 0 17 Nov 2020
Irregularly Tabulated MLP for Fast Point Feature Embedding Yusuke Sekikawa Teppei Suzuki 55 2 0 13 Nov 2020
Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao Wenzheng Chen Tommy Xiang Clement Fuji-Tsang Alec Jacobson M. McGuire Sanja Fidler 14 106 0 03 Nov 2020
Methods for Pruning Deep Neural Networks S. Vadera Salem Ameen 3DPC 16 122 0 31 Oct 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 23 319 0 26 Oct 2020
BiPointNet: Binary Neural Network for Point Clouds Haotong Qin Zhongang Cai Mingyuan Zhang Yifu Ding Haiyu Zhao Shuai Yi Xianglong Liu Hao Su 3DPC 22 50 0 12 Oct 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 13 32 0 18 Sep 2020
Semantic Segmentation of Surface from Lidar Point Cloud Aritra Mukherjee Sourya Dipta Das Jasorsi Ghosh A. Chowdhury S. Saha 3DPC 19 2 0 13 Sep 2020
MedMeshCNN -- Enabling MeshCNN for Medical Surface Models L. Schneider Annika Niemann O. Beuing B. Preim S. Saalfeld 6 24 0 10 Sep 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sicheng Zhao Yezhen Wang Bo-wen Li Bichen Wu Yang Gao Pengfei Xu Trevor Darrell Kurt Keutzer 3DPC 6 91 0 07 Sep 2020
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges Qingyong Hu Bo Yang Sheikh Khalid W. Xiao A. Trigoni Andrew Markham 3DPC 8 161 0 07 Sep 2020
LMSCNet: Lightweight Multiscale 3D Semantic Completion Luis Roldão Raoul de Charette Anne Verroust-Blondet 4 150 0 24 Aug 2020
Real-Time Spatio-Temporal LiDAR Point Cloud Compression Yu Feng Shaoshan Liu Yuhao Zhu 12 35 0 16 Aug 2020
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation Yu Feng Boyuan Tian Tiancheng Xu P. Whatmough Yuhao Zhu 3DPC 16 58 0 16 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Yujun Lin Ji Lin Hanrui Wang Song Han 3DPC 31 630 0 31 Jul 2020
Rethinking PointNet Embedding for Faster and Compact Model Teppei Suzuki Keisuke Ozawa Yusuke Sekikawa 3DPC 3DV 12 4 0 31 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 46 39 0 22 Jul 2020
InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling Jun Wang Shiyi Lan M. Gao L. Davis 3DPC 19 65 0 16 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 15 33 0 15 Jul 2020