Towards 3D Scene Understanding by Referring Synthetic Models

20 March 2022

Xinge Zhu

Yuexin Ma

Wenping Wang

Papers citing "Towards 3D Scene Understanding by Referring Synthetic Models"

50 / 51 papers shown

Title
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 180 118 0 15 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 208 155 0 05 Oct 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Wei Li Yuexin Ma Hongsheng Li Ruigang Yang Da Lin 3DPC 42 99 0 12 Sep 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 72 57 0 13 Aug 2021
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 99 165 0 05 Aug 2021
HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration Fan Lu Guang Chen Yinlong Liu Lijun Zhang Sanqing Qu Shu Liu Rongqi Gu 3DPC 72 106 0 26 Jul 2021
Semi-supervised Anatomical Landmark Detection via Shape-regulated Self-training Runnan Chen Yuexin Ma Lingjie Liu Nenglun Chen Zhiming Cui Guodong Wei Wenping Wang 114 27 0 28 May 2021
Multi-View Radar Semantic Segmentation Arthur Ouaknine A. Newson P. Pérez F. Tupin Julien Rebut 60 81 0 30 Mar 2021
LiDAR R-CNN: An Efficient and Universal 3D Object Detector Zhichao Li Feng Wang Naiyan Wang 3DPC 79 224 0 29 Mar 2021
PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 3DPC 90 75 0 04 Mar 2021
PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang Lvjie Chen Bojun Ouyang Binbin Liu Jihong Zhu Yujing Chen Yanmei Meng Danfeng Wu 3DPC 88 114 0 05 Jan 2021
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 158 68 0 31 Dec 2020
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 109 270 0 16 Dec 2020
3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection He Wang Yezhen Cong Or Litany Yue Gao Leonidas Guibas 3DPC 77 123 0 08 Dec 2020
LiDAR-based Panoptic Segmentation via Dynamic Shifting Network Fangzhou Hong Hui Zhou Xinge Zhu Hongsheng Li Ziwei Liu 3DPC 80 94 0 24 Nov 2020
PointMixup: Augmentation for Point Clouds Yunlu Chen Vincent Tao Hu E. Gavves Thomas Mensink Pascal Mettes Pengwan Yang Cees G. M. Snoek 3DPC 72 158 0 14 Aug 2020
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans Vladislav Ishimtsev Alexey Bokhovkin Alexey Artemov Savva Ignatyev Matthias Niessner Denis Zorin Evgeny Burnaev 3DPC 81 28 0 23 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 211 640 0 21 Jul 2020
Few-shot 3D Point Cloud Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 106 109 0 22 Jun 2020
H3DNet: 3D Object Detection Using Hybrid Geometric Primitives Zaiwei Zhang Bo Sun Haitao Yang Qi-Xing Huang 3DPC 84 200 0 10 Jun 2020
SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds Xinge Zhu Yuexin Ma Tai Wang Yan Xu Jianping Shi Dahua Lin 3DPC 48 121 0 06 Apr 2020
Self-supervised Point Set Local Descriptors for Point Cloud Registration Yijun Yuan Jiawei Hou A. Nüchter Sören Schwertfeger 3DPC 60 26 0 11 Mar 2020
Unsupervised Learning of Intrinsic Structural Representation Points Nenglun Chen Lingjie Liu Zhiming Cui Runnan Chen Duygu Ceylan Changhe Tu Wenping Wang 3DPC 71 60 0 03 Mar 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 82 149 0 25 Feb 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 86 39 0 06 Jan 2020
TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning Zhongjie Yu Lin Chen Zhongwei Cheng Jiebo Luo 68 109 0 19 Dec 2019
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation Can Qin Haoxuan You Lichen Wang C.-C. Jay Kuo Y. Fu 3DPC 69 200 0 07 Nov 2019
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D Scans A. Avetisyan Angela Dai Matthias Nießner 3DPC 3DV 59 82 0 10 Jun 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 153 320 0 03 Jun 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 116 1,290 0 21 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 167 1,792 0 18 Apr 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 151 1,163 0 10 Apr 2019
Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection Dong Gong Lingqiao Liu Vuong Le Budhaditya Saha M. Mansour Svetha Venkatesh Anton Van Den Hengel UQCV 54 1,272 0 04 Apr 2019
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud L. Yi Wang Zhao He Wang Minhyuk Sung Leonidas Guibas 3DPC 89 324 0 08 Dec 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 144 1,569 0 17 Nov 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe Laurens van der Maaten VLM 201 1,370 0 02 May 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing Hang Su Varun Jampani Deqing Sun Subhransu Maji E. Kalogerakis Ming-Hsuan Yang Jan Kautz 3DPC 67 750 0 22 Feb 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 237 2,450 0 23 Jan 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 289 9,803 0 25 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,142 0 07 Jun 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 305 8,150 0 15 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 270 4,673 0 17 Feb 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 496 4,081 0 14 Feb 2017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 167 889 0 03 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 493 14,360 0 02 Dec 2016
ASIST: Automatic Semantically Invariant Scene Transformation Or Litany Tal Remez Daniel Freedman Lior Shapira A. Bronstein Ran Gal 3DPC 55 20 0 04 Dec 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,610 0 24 Jun 2015
Sparse 3D convolutional neural networks Ben Graham 3DPC 3DV 88 203 0 12 May 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,348 0 06 Nov 2014