Label-Efficient Learning on Point Clouds using Approximate Convex
Decompositions

Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions

30 March 2020

Matheus Gadelha

Aruni RoyChowdhury

Erik Learned-Miller

Papers citing "Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions"

11 / 11 papers shown

Title
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 55 7 0 24 Feb 2025
Concavity-Induced Distance for Unoriented Point Cloud Decomposition Ruoyu Wang Yanfei Xue Bharath Surianarayanan Dong Tian Chen Feng 3DPC 9 0 0 19 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 27 18 0 31 May 2023
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 19 12 0 18 Aug 2022
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 24 8 0 03 Sep 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 8 81 0 05 Jul 2021
The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate Inference R. K. Jones Aalia Habib Rana Hanocka Brown University 17 9 0 22 Jun 2021
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement Rinon Gal Amit H. Bermano Hao Zhang Daniel Cohen-Or 3DPC 8 18 0 25 Jul 2020
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 109 193 0 18 Oct 2019
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 207 292 0 01 May 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 166 1,940 0 24 Oct 2016