Self-Supervised Learning for Domain Adaptation on Point-Clouds

29 March 2020

Papers citing "Self-Supervised Learning for Domain Adaptation on Point-Clouds"

47 / 97 papers shown

Title
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 16 13 0 22 Nov 2022
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds Ziwei Wang Reza Arablouei Jiajun Liu Paulo Borges G. Bishop-Hurley Nic Heaney 3DPC 12 2 0 31 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 22 7 0 28 Oct 2022
Self-Distillation for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 17 15 0 15 Oct 2022
Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching Yikai Bian Le Hui J. Qian Jin Xie 3DPC 12 11 0 09 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 8 75 0 04 Aug 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 171 241 0 28 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 10 4 0 25 May 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 15 18 0 04 Apr 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Zhao Jin Yinjie Lei Naveed Akhtar Hai-Ling Li Munawar Hayat 3DPC 6 30 0 31 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 21 161 0 21 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 22 8 0 21 Mar 2022
Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Y. Chen Zihao Wang Longkun Zou Ke Chen K. Jia 3DPC 19 9 0 08 Mar 2022
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets Jules Sanchez Jean-Emmanuel Deschaud Franccois Goulette 3DPC 12 7 0 14 Feb 2022
Multi-Task Learning as a Bargaining Game Aviv Navon Aviv Shamsian Idan Achituve Haggai Maron Kenji Kawaguchi Gal Chechik Ethan Fetaya 9 137 0 02 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
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning Linhao Qu Shaolei Liu Manning Wang Shiman Li Siqi Yin Qin Qiao Zhijian Song ViT SSL 6 21 0 19 Jan 2022
Domain Adaptation on Point Clouds via Geometry-Aware Implicits Yuefan Shen Yanchao Yang Mi Yan He-Nan Wang Youyi Zheng Leonidas J. Guibas 3DPC 45 45 0 17 Dec 2021
Self-Ensemling for 3D Point Cloud Domain Adaption Qing Li Xiaojiang Peng Chuan Yan Pan Gao Qi Hao 3DPC 14 1 0 10 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 8 48 0 30 Nov 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 20 644 0 29 Nov 2021
See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Darren Tsai J. S. Berrio Mao Shan Stewart Worrall E. Nebot 3DPC 9 15 0 17 Nov 2021
Learning 3D Semantic Segmentation with only 2D Image Supervision Kyle Genova Xiaoqi Yin Abhijit Kundu C. Pantofaru Forrester Cole Avneesh Sud B. Brewington B. Shucker Thomas Funkhouser 3DPC 14 78 0 21 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 15 15 0 21 Oct 2021
FAST3D: Flow-Aware Self-Training for 3D Object Detectors Christian Fruhwirth-Reisinger M. Opitz Horst Possegger Horst Bischof 3DPC 17 11 0 18 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 142 154 0 05 Oct 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 17 12 0 25 Sep 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 14 95 0 12 Sep 2021
Classifying In-Place Gestures with End-to-End Point Cloud Learning Lizhi Zhao Xuequan Lu Mingde Zhao Meili Wang 3DPC 11 8 0 22 Aug 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Longkun Zou Hui Tang Ke Chen K. Jia 3DPC 16 62 0 20 Aug 2021
Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency Zhipeng Luo Zhongang Cai Changqing Zhou Gong-Duo Zhang Haiyu Zhao Shuai Yi Shijian Lu Hongsheng Li Shanghang Zhang Ziwei Liu 3DPC 8 84 0 23 Jul 2021
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters Mrigank Rochan Shubhra Aich Eduardo R. Corral-Soto A. Nabatchian Bingbing Liu 3DPC 17 30 0 20 Jul 2021
A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds Xiaoyuan Luo Shaolei Liu Kexue Fu Manning Wang Zhijian Song OOD 3DPC 14 11 0 12 Apr 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue Zangwei Zheng Shanghang Zhang Yang Gao Trevor Darrell Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 20 148 0 31 Mar 2021
Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 11 47 0 18 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 120 267 0 07 Jan 2021
R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection Ruddy Théodosc Dieumet Denis T. Chateau Vincent Frémont P. Checchin 3DPC 17 1 0 10 Dec 2020
SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine Reconstruction with Self-Projection Optimization Xinhai Liu Xinchen Liu Yu-Shen Liu Zhizhong Han 3DPC 24 63 0 08 Dec 2020
From Local Structures to Size Generalization in Graph Neural Networks Gilad Yehudai Ethan Fetaya E. Meirom Gal Chechik Haggai Maron GNN AI4CE 134 123 0 17 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 29 32 0 17 Oct 2020
$SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection$ SF-UDA $^{3D}$ : Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Cristiano Saltori Stéphane Lathuilière N. Sebe Elisa Ricci Fabio Galasso 3DPC 14 35 0 16 Oct 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 90 0 07 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 21 261 0 01 Sep 2020
Auxiliary Learning by Implicit Differentiation Aviv Navon Idan Achituve Haggai Maron Gal Chechik Ethan Fetaya 13 58 0 22 Jun 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 6 42 0 15 Apr 2020
Adapting Object Detectors with Conditional Domain Normalization Peng Su Kun Wang Xingyu Zeng Shixiang Tang Dapeng Chen Di Qiu Xiaogang Wang 56 84 0 16 Mar 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 109 193 0 18 Oct 2019