Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds

29 March 2020

Jie Zhou

Papers citing "Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds"

23 / 73 papers shown

Title
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 16 249 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 15 70 0 28 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning Kexue Fu Peng Gao Renrui Zhang Hongsheng Li Yu Qiao Manning Wang SSL 3DPC 20 23 0 09 Feb 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting Guofeng Mei Litao Yu Qiang Wu Jian Andrew Zhang Mohammed Bennamoun SSL 3DPC 11 8 0 05 Feb 2022
Self-Supervised Point Cloud Registration with Deep Versatile Descriptors Dongrui Liu Chuanchaun Chen Changqing Xu Robert C. Qiu Lei Chu 3DPC 21 13 0 25 Jan 2022
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning Mingye Xu Yali Wang Zhipeng Zhou Hongbin Xu Yu Qiao 3DPC 13 13 0 20 Jan 2022
Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement Meng-Shiun Tsai Pei-Ze Chiang Yi-Hsuan Tsai Wei-Chen Chiu SSL 3DPC 14 3 0 09 Jan 2022
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning Juyoung Yang Pyunghwan Ahn Doyeon Kim Haeil Lee Junmo Kim 3DPC 6 21 0 09 Dec 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 20 651 0 29 Nov 2021
Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification Daizong Liu Wei Hu 3DPC 4 47 0 22 Nov 2021
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Jincen Jiang Xuequan Lu Wanli Ouyang Meiling Wang 3DPC 12 7 0 13 Oct 2021
Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes Chao Sun Zhedong Zheng Xiaohan Wang Mingliang Xu Yi Yang 3DPC SSL 11 24 0 01 Sep 2021
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 25 51 0 17 Aug 2021
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis Fayao Liu Guosheng Lin Chuan-Sheng Foo Chaitanya K. Joshi Jie Lin 3DPC 19 5 0 04 Aug 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 8 81 0 05 Jul 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 15 35 0 10 Apr 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 15 109 0 05 Jan 2021
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 13 98 0 02 Dec 2020
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks F. Fuchs Daniel E. Worrall Volker Fischer Max Welling 3DPC 45 663 0 18 Jun 2020
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 115 270 0 09 Sep 2019
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 150 768 0 30 Mar 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 166 1,940 0 24 Oct 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 227 2,543 0 25 Jan 2016