View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions

7 November 2018

Papers citing "View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions"

23 / 23 papers shown

Title
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 29 0 0 12 Oct 2024
Self-supervised adversarial masking for 3D point cloud representation learning Michal Szachniewicz Wojciech Kozlowski Michal Stypulkowski Maciej Ziȩba 3DPC 11 2 0 11 Jul 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 27 3 0 30 Jan 2023
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders Renrui Zhang Liuhui Wang Yu Qiao Peng Gao Hongsheng Li 3DPC 33 124 0 13 Dec 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 6 3 0 22 Nov 2022
SPCNet: Stepwise Point Cloud Completion Network Fei-Jiang Hu Honghua Chen Xuequan Lu Zhenliang Zhu Jun Wang Weiming Wang F. Wang Mingqiang Wei 3DPC 26 3 0 05 Sep 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 26 18 0 08 May 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 22 18 0 03 Apr 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 28 17 0 26 Mar 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
Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding Xin Wen Zhizhong Han Yan-Pei Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 28 93 0 14 Mar 2021
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 25 153 0 26 Nov 2020
Conditional Generative Modeling via Learning the Latent Space Sameera Ramasinghe Kanchana Ranasinghe Salman Khan Nick Barnes Stephen Gould BDL 26 9 0 07 Oct 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 16 130 0 29 Mar 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts Xinhai Liu Zhizhong Han Fangzhou Hong Yu-Shen Liu Matthias Zwicker 3DPC 11 20 0 18 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 46 32 0 12 Mar 2020
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 13 38 0 29 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang-Cuong Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 40 762 0 13 Aug 2019
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention Xinhai Liu Zhizhong Han Xin Wen Yu-Shen Liu Matthias Zwicker 3DPC 17 85 0 02 Aug 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 16 143 0 30 Jul 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 11 53 0 31 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 29 71 0 11 May 2019
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