CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud
Semantic Segmentation

CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation

19 July 2023

Zhuangwei Zhuang

Jingdong Wang

Papers citing "CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation"

16 / 16 papers shown

Title
Label-Efficient LiDAR Panoptic Segmentation Ahmet Selim Çanakçı Niclas Vodisch Kürsat Petek Wolfram Burgard Abhinav Valada 3DPC 81 0 0 04 Mar 2025
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 25 1 0 10 Oct 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 36 0 0 24 Jul 2024
MILAN: Milli-Annotations for Lidar Semantic Segmentation Nermin Samet Gilles Puy Oriane Siméoni Renaud Marlet 3DPC 32 0 0 22 Jul 2024
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation Peng-Zhen Zhang Ting Wu Jinsheng Sun Weiqing Li Zhiyong Su 33 1 0 11 Mar 2024
T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning Weijie Wei F. Karimi Nejadasl Theo Gevers Martin R. Oswald 3DPC 25 3 0 15 Dec 2023
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation Shaobo Xia Jun Yue Kacper Kania Leyuan Fang Andrea Tagliasacchi Kwang Moo Yi Weiwei Sun 3DPC 19 3 0 11 Dec 2023
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey Qinfeng Zhu Lei Fan Ningxin Weng 3DPC 21 34 0 23 Aug 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
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 123 115 0 15 Oct 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 158 241 0 08 Feb 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
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 119 270 0 09 Sep 2019
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 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 222 14,099 0 02 Dec 2016