Self-Supervised Image Representation Learning with Geometric Set Consistency

29 March 2022

Hao Pan

Wenping Wang

Papers citing "Self-Supervised Image Representation Learning with Geometric Set Consistency"

45 / 45 papers shown

Title
Contrastive Multimodal Fusion with TupleInfoNCE Yunze Liu Qingnan Fan Shanghang Zhang Hao Dong Thomas Funkhouser Li Yi 82 68 0 06 Jul 2021
Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou Saining Xie Benjamin Graham Angela Dai Matthias Nießner SSL 3DPC MDE 150 81 0 22 Apr 2021
Bootstrapping Semantic Segmentation with Regional Contrast Shikun Liu Shuaifeng Zhi Edward Johns Andrew J. Davison ISeg 68 124 0 09 Apr 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 89 133 0 06 Apr 2021
3D-to-2D Distillation for Indoor Scene Parsing Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 80 59 0 06 Apr 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 77 132 0 26 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 101 118 0 24 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Yogesh S Rawat M. Shah 322 521 0 15 Jan 2021
P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding Yunze Liu Li Yi Shanghang Zhang Qingnan Fan Thomas Funkhouser Hao Dong SSL 99 60 0 24 Dec 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 260 4,076 0 20 Nov 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 76 52 0 03 Aug 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation Abhijit Kundu Xiaoqi Yin Alireza Fathi David A. Ross B. Brewington Thomas Funkhouser C. Pantofaru 3DPC 121 169 0 26 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 134 131 0 14 Jul 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction Yaodong Yu Kwan Ho Ryan Chan Chong You Chaobing Song Yi-An Ma SSL 90 197 0 15 Jun 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 160 1,948 0 13 Apr 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 514 3,449 0 09 Mar 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 62 148 0 25 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 402 18,913 0 13 Feb 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas Guibas 3DPC 241 252 0 29 Jan 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 108 1,458 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,146 0 13 Nov 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 261 3,703 0 06 Aug 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 130 177 0 20 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
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 179 1,796 0 18 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 110 624 0 09 Apr 2019
3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans Ji Hou Angela Dai Matthias Nießner ISeg 89 468 0 17 Dec 2018
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud L. Yi Wang Zhao He Wang Minhyuk Sung Leonidas Guibas 3DPC 92 325 0 08 Dec 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 155 1,571 0 17 Nov 2018
Learning Effective RGB-D Representations for Scene Recognition Xinhang Song Shuqiang Jiang Luis Herranz Chengpeng Chen 3DV 71 50 0 17 Sep 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 46 325 0 28 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 493 13,215 0 07 Feb 2018
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 115 1,518 0 28 Nov 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,494 0 17 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 391 27,275 0 20 Mar 2017
Colorization as a Proxy Task for Visual Understanding Gustav Larsson Michael Maire Gregory Shakhnarovich SSL 190 499 0 11 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 515 4,088 0 14 Feb 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,046 0 04 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 185 2,990 0 30 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 166 576 0 08 Dec 2012