4D Contrastive Superflows are Dense 3D Representation Learners

4D Contrastive Superflows are Dense 3D Representation Learners

8 July 2024

Wenwei Zhang

Kai Chen

Papers citing "4D Contrastive Superflows are Dense 3D Representation Learners"

14 / 14 papers shown

Title
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Lingdong Kong Xiang Xu Jiawei Ren Wenwei Zhang Liang Pan Kai-xiang Chen Wei Tsang Ooi Ziwei Liu 40 15 0 08 May 2024
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation Sha Zhang Jiajun Deng Lei Bai Houqiang Li Wanli Ouyang Yanyong Zhang 3DPC 35 8 0 18 Mar 2024
Three Pillars improving Vision Foundation Model Distillation for Lidar Gilles Puy Spyros Gidaris Alexandre Boulch Oriane Siméoni Corentin Sautier Patrick Pérez Andrei Bursuc Renaud Marlet 67 18 0 26 Oct 2023
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation Bjoern Michele Alexandre Boulch Gilles Puy Tuan-Hung Vu Renaud Marlet Nicolas Courty 34 7 0 06 Apr 2023
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation Rong Li Anh-Quan Cao Raoul de Charette 3DV 3DPC 96 10 0 04 Oct 2022
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding Yujin Chen Matthias Nießner Angela Dai 3DPC 86 57 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 5,353 0 11 Nov 2021
Patchwork: Concentric Zone-based Region-wise Ground Segmentation with Ground Likelihood Estimation Using a 3D LiDAR Sensor Hyungtae Lim Mi-Suk Oh Hyun Myung 26 108 0 12 Aug 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 151 239 0 08 Feb 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 106 235 0 07 Jan 2021
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 124 97 0 09 Dec 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 146 670 0 10 Oct 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 128 618 0 21 Jul 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 227 3,029 0 09 Mar 2020