Data Efficient 3D Learner via Knowledge Transferred from 2D Model

Data Efficient 3D Learner via Knowledge Transferred from 2D Model

16 March 2022

Cheng Sun

Papers citing "Data Efficient 3D Learner via Knowledge Transferred from 2D Model"

12 / 12 papers shown

Title
ImOV3D: Learning Open-Vocabulary Point Clouds 3D Object Detection from Only 2D Images Timing Yang Yuanliang Ju Li Yi 3DPC 32 3 0 31 Oct 2024
PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation Ardian Umam Cheng-Kun Yang Min-Hung Chen Jen-Hui Chuang Yen-Yu Lin 24 11 0 07 Dec 2023
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 95 18 0 26 Oct 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision Cheng-Kun Yang Min-Hung Chen Yung-Yu Chuang Yen-Yu Lin ViT 3DPC 22 16 0 19 Oct 2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation Zongyi Xu Bo Yuan Shanshan Zhao Qianni Zhang Xinbo Gao 3DPC 27 13 0 22 Aug 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 22 0 0 26 Mar 2023
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP Junbo Zhang Runpei Dong Kaisheng Ma CLIP VLM 24 77 0 08 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 120 268 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 139 620 0 21 Jul 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 109 193 0 18 Oct 2019
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 14,087 0 02 Dec 2016