Pri3D: Can 3D Priors Help 2D Representation Learning?

22 April 2021

Benjamin Graham

Matthias Nießner

Papers citing "Pri3D: Can 3D Priors Help 2D Representation Learning?"

22 / 22 papers shown

Title
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Pietro Michiardi 64 0 0 18 Mar 2025
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu Yitian Yuan Jinlong Li Qiudan Zhang Zequn Jie Lin Ma Hao Tang N. Sebe Xu Wang 38 2 0 13 Jul 2024
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion Shoubin Yu Jaehong Yoon Mohit Bansal 77 4 0 08 Feb 2024
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 25 4 0 23 Oct 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 67 9 0 06 Apr 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 11 28 0 23 Feb 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 19 19 0 18 Jan 2023
Ponder: Point Cloud Pre-training via Neural Rendering Di Huang Sida Peng Tong He Honghui Yang Xiaowei Zhou Wanli Ouyang SSL 3DPC 36 41 0 31 Dec 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 18 1 0 28 Nov 2022
How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? Thomas M. Hehn Julian F. P. Kooij D. Gavrila SSL 20 0 0 23 Nov 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 33 7 0 28 Oct 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 36 64 0 19 Oct 2022
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 24 12 0 18 Aug 2022
Open-Vocabulary 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning Yuheng Lu Chenfeng Xu Xi Wei Xiaodong Xie M. Tomizuka Kurt Keutzer Shanghang Zhang 3DPC 15 20 0 05 Jul 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 15 117 0 30 Mar 2022
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 124 268 0 07 Jan 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 141 622 0 21 Jul 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 152 256 0 14 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas J. Guibas 3DPC 192 248 0 29 Jan 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016