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2003.13035
Cited By
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2020
29 March 2020
Jiacheng Wei
Guosheng Lin
Kim-Hui Yap
Tzu-Yi Hung
Lihua Xie
3DPC
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Papers citing
"Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds"
50 / 73 papers shown
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Xuexun Liu
Xiaoxu Xu
Qiudan Zhang
Lin Ma
Xu Wang
331
0
0
13 Nov 2025
3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement
Xiaoxu Xu
Xuexun Liu
Jinlong Li
Yitian Yuan
Qiudan Zhang
Lin Ma
Nicu Sebe
Xu Wang
215
1
0
17 Oct 2025
Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation
Lechun You
Zhonghua Wu
Weide Liu
Xulei Yang
Jun Cheng
Wei Zhou
B. Veeravalli
Guosheng Lin
3DPC
175
0
0
27 Aug 2025
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2025
Zihui Zhang
Weisheng Dai
Hongtao Wen
Bo Yang
3DPC
258
4
0
09 Jun 2025
SELECT: A Submodular Approach for Active LiDAR Semantic Segmentation
Ruiyu Mao
Sarthak Kumar Maharana
Xulong Tang
Yunhui Guo
3DPC
286
0
0
06 May 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives
Yuan Gao
Shaobo Xia
Peijie Wang
Xiaohuan Xi
Sheng Nie
Cheng-Xiang Wang
496
5
0
24 Mar 2025
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving
Guangfeng Jiang
Jun Liu
Yongxuan Lv
Yongpeng Wu
Xianfei Li
Wenlong Liao
Tao He
Pai Peng
3DPC
647
2
0
27 Feb 2025
Deep Learning on 3D Semantic Segmentation: A Detailed Review
Remote Sensing (Remote Sens.), 2024
Thodoris Betsas
Andreas Georgopoulos
Anastasios Doulamis
Pierre Grussenmeyer
3DV
3DPC
441
20
0
04 Nov 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2024
Zhiyi Pan
Wei-Nan Gao
Shan Liu
Ge Li
574
4
0
10 Oct 2024
Semantic2D: Enabling Semantic Scene Understanding with 2D Lidar Alone
Zhanteng Xie
P. Dames
Yinqiang Zhang
Jia Pan
Philip Dames
3DPC
3DV
269
1
0
15 Sep 2024
Bayesian Self-Training for Semi-Supervised 3D Segmentation
European Conference on Computer Vision (ECCV), 2024
Ozan Unal
Daniel Gehrig
Luc Van Gool
3DPC
3DV
260
1
0
12 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment
Liyao Tang
Zhe Chen
Shanshan Zhao
Chaoyue Wang
Dacheng Tao
343
2
0
29 Aug 2024
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance
Xiaoxu Xu
Yitian Yuan
Jinlong Li
Qiudan Zhang
Zequn Jie
Lin Ma
Hao Tang
Andrii Zadaianchuk
Xu Wang
465
11
0
13 Jul 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation
Jingyi Xu
Weidong Yang
Lingdong Kong
You-Chen Liu
Rui Zhang
Qingyuan Zhou
Ben Fei
277
20
0
15 Mar 2024
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation
Xiawei Li
Qingyuan Xu
Jing Zhang
Tianyi Zhang
Qian Yu
Lu Sheng
Dong Xu
394
7
0
27 Dec 2023
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving
AAAI Conference on Artificial Intelligence (AAAI), 2023
Guangfeng Jiang
Jun Liu
Yuzhi Wu
Wenlong Liao
Tao He
Pai Peng
ISeg
534
10
0
12 Dec 2023
Adaptive Annotation Distribution for Weakly Supervised Point Cloud Semantic Segmentation
Zhiyi Pan
Nan Zhang
Wei-Nan Gao
Sha Liu
Ge Li
248
0
0
11 Dec 2023
Weakly Supervised Point Cloud Segmentation via Conservative Propagation of Scene-level Labels
Shaobo Xia
Jun Yue
Kacper Kania
Leyuan Fang
Andrea Tagliasacchi
K. M. Yi
Weiwei Sun
3DPC
387
3
0
11 Dec 2023
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors
Kangcheng Liu
3DPC
276
0
0
03 Dec 2023
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation
Shichao Dong
Fayao Liu
Guosheng Lin
VLM
287
7
0
03 Nov 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
340
29
0
19 Oct 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Miaoyu Li
Yachao Zhang
Xu Ma
Yanyun Qu
Yun Fu
175
22
0
12 Aug 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations
S. Dong
Guosheng Lin
ISeg
3DV
291
4
0
03 Aug 2023
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Lizhao Liu
Zhuangwei Zhuang
Shan Huang
Xu Xiao
Tian-Zhu Xiang
Cen Chen
Jingdong Wang
Zhuliang Yu
3DPC
313
31
0
19 Jul 2023
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations
Leyao Liu
Tao Kong
Minzhao Zhu
Jiashuo Fan
Lu Fang
3DV
200
6
0
19 Jul 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Aoran Xiao
Xiaoqin Zhang
Ling Shao
Shijian Lu
3DPC
492
46
0
31 May 2023
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast
ACM Multimedia (ACM MM), 2023
Guo Fan
Zekun Qi
Wenkai Shi
Kaisheng Ma
3DPC
SSL
548
21
0
31 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2023
Zihui Zhang
Bo Yang
Bing Wang
Bo Li
3DPC
285
64
0
25 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Liyao Tang
Zhe Chen
Shanshan Zhao
Chaoyue Wang
Dacheng Tao
347
22
0
25 May 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Nermin Samet
Oriane Siméoni
Gilles Puy
Georgy Ponimatkin
Renaud Marlet
Vincent Lepetit
3DPC
411
8
0
23 Apr 2023
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering
IEEE International Conference on Computer Vision (ICCV), 2023
Zisheng Chen
Hongbin Xu
Weitao Chen
Zhipeng Zhou
Haihong Xiao
Baigui Sun
Xuansong Xie
Wenxiong Kang
3DPC
345
19
0
18 Apr 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding
Zhengzhe Liu
Xiaojuan Qi
Chi-Wing Fu
3DPC
289
1
0
26 Mar 2023
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation
International Journal of Computer Vision (IJCV), 2023
Zhonghua Wu
Ramzi N. Zahreddine
Guosheng Lin
Jianfei Cai
3DPC
432
21
0
09 Mar 2023
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yachao Zhang
Zhonghao Li
Yuan Xie
Yanyun Qu
Cuihua Li
Tao Mei
3DPC
186
116
0
09 Dec 2022
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning
Isprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Puzuo Wang
W. Yao
Jiejing Shao
250
33
0
23 Nov 2022
Learning Latent Part-Whole Hierarchies for Point Clouds
International Journal of Computer Vision (IJCV), 2022
Yantao Du
Wei Hu
Renjie Liao
3DPC
185
0
0
14 Nov 2022
LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation
European Conference on Computer Vision (ECCV), 2022
Zeyu Hu
Xuyang Bai
Runze Zhang
Xin Wang
Guangyuan Sun
Hongbo Fu
Chiew-Lan Tai
247
28
0
11 Nov 2022
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations
Neurocomputing (Neurocomputing), 2022
Zhuheng Lu
Peng Zhang
Yuewei Dai
Weiqing Li
Zhiyong Su
3DPC
185
6
0
02 Nov 2022
SL3D: Self-supervised-Self-labeled 3D Recognition
Fernando Julio Cendra
Lan Ma
Jiajun Shen
Xiaojuan Qi
3DPC
305
4
0
30 Oct 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling
Isprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Beiwen Tian
Liyi Luo
Hao Zhao
Guyue Zhou
239
28
0
20 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds
European Conference on Computer Vision (ECCV), 2022
Minghua Liu
Yin Zhou
C. Qi
Boqing Gong
Hao Su
Drago Anguelov
3DPC
239
66
0
14 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation
Asian Conference on Computer Vision (ACCV), 2022
Ling-Yu Tang
Le Hui
Jin Xie
3DPC
293
18
0
11 Oct 2022
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation
Rong Li
Anh-Quan Cao
Raoul de Charette
3DV
3DPC
457
21
0
04 Oct 2022
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min Seok Lee
Seok Woo Yang
S. W. Han
3DPC
193
27
0
02 Oct 2022
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation
Computational Visual Media (CVM), 2022
Geng-Ming Liu
Oliver Matias van Kaick
Hui Huang
Ruizhen Hu
3DPC
208
16
0
15 Sep 2022
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision
IEEE International Conference on Computer Vision (ICCV), 2022
S. Dong
Ruibo Li
Jiacheng Wei
Fayao Liu
Guosheng Lin
376
4
0
10 Aug 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation
European Conference on Computer Vision (ECCV), 2022
Zhonghua Wu
Ramzi N. Zahreddine
Guosheng Lin
Jianfei Cai
Chen Qian
3DPC
327
34
0
19 Jul 2022
Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes
Julian Chibane
Francis Engelmann
Tuan Anh Tran
Gerard Pons-Moll
3DPC
ISeg
432
0
0
02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Nan Wang
Shaohui Lin
Xiaoxiao Li
Ke Li
Chunjiang Ge
Yue Gao
Lizhuang Ma
ViT
MedIm
287
36
0
02 Jun 2022
Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning
Yongyi Su
Xun Xu
Kui Jia
3DPC
208
37
0
06 May 2022
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