Model2Scene: Learning 3D Scene Representation via Contrastive
Language-CAD Models Pre-training

Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training

29 September 2023

Xinge Zhu

Yuexin Ma

Wenping Wang

Papers citing "Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training"

14 / 14 papers shown

Title
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM Runnan Chen Zhaoqing Wang Jiepeng Wang Yuexin Ma M. Gong Wenping Wang Tongliang Liu 3DGS 32 1 0 03 Jan 2025
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes Yichen Yao Zimo Jiang Yujing Sun Zhencai Zhu Xinge Zhu Runnan Chen Yuexin Ma 25 3 0 05 Mar 2024
Towards Label-free Scene Understanding by Vision Foundation Models Runnan Chen You-Chen Liu Lingdong Kong Nenglun Chen Xinge Zhu Yuexin Ma Tongliang Liu Wenping Wang VLM 22 42 0 06 Jun 2023
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao Jianhua Han Youpeng Wen Xiaodan Liang Dan Xu Wei Zhang Zhenguo Li Chunjing Xu Hang Xu CLIP VLM 115 151 0 20 Sep 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 167 327 0 31 May 2022
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu-Lin Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 118 115 0 15 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
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 47 162 0 05 Aug 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
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 100 66 0 31 Dec 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 139 620 0 21 Jul 2020
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 873 0 03 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 14,047 0 02 Dec 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013