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SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network
v1v2v3 (latest)

SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network

AAAI Conference on Artificial Intelligence (AAAI), 2021
16 April 2021
Mingmei Cheng
Le Hui
Jin Xie
Zhiqiang Wang
    3DPC
ArXiv (abs)PDFHTMLGithub (26★)

Papers citing "SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network"

50 / 50 papers shown
Generative Data Augmentation for Object Point Cloud Segmentation
Generative Data Augmentation for Object Point Cloud Segmentation
Dekai Zhu
Stefan Gavranovic
Flavien Boussuge
Benjamin Busam
Slobodan Ilic
DiffM3DPCMedIm
340
1
0
23 May 2025
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
Wenxin Chen
Mengxue Qu
Weitai Kang
Yan Yan
Yao Zhao
Yunchao Wei
234
1
0
17 Apr 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives
Yuan Gao
Shaobo Xia
Peijie Wang
Xiaohuan Xi
Sheng Nie
Cheng-Xiang Wang
428
1
0
24 Mar 2025
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2025
R.D. Lin
Pengcheng Weng
Longji Xu
Yunpeng Song
Jinsong Han
Haiwei Yang
3DPC
239
1
0
22 Mar 2025
Geometry-Aware 3D Salient Object Detection Network
Geometry-Aware 3D Salient Object Detection NetworkAAAI Conference on Artificial Intelligence (AAAI), 2025
Chen Wang
L. Zhang
Le Hui
Qi Liu
Yuchao Dai
3DPC
293
1
0
23 Feb 2025
Bayesian Self-Training for Semi-Supervised 3D Segmentation
Bayesian Self-Training for Semi-Supervised 3D SegmentationEuropean Conference on Computer Vision (ECCV), 2024
Ozan Unal
Daniel Gehrig
Luc Van Gool
3DPC3DV
232
0
0
12 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with
  Entropy-Regularized Distribution Alignment
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment
Liyao Tang
Zhe Chen
Shanshan Zhao
Chaoyue Wang
Dacheng Tao
283
0
0
29 Aug 2024
MILAN: Milli-Annotations for Lidar Semantic Segmentation
MILAN: Milli-Annotations for Lidar Semantic Segmentation
Nermin Samet
Gilles Puy
Oriane Siméoni
Renaud Marlet
3DPC
264
0
0
22 Jul 2024
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving
Lingdong Kong
Xiang Xu
Jiawei Ren
Wenwei Zhang
Liang Pan
Kai-xiang Chen
Wei Tsang Ooi
Ziwei Liu
411
46
0
08 May 2024
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
Zicheng Zhang
Haoning Wu
Yingjie Zhou
Chunyi Li
Wei Sun
Chaofeng Chen
Xiongkuo Min
Xiaohong Liu
Weisi Lin
Guangtao Zhai
219
32
0
28 Apr 2024
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud
  Semantic Segmentation via Decoupling Optimization
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling OptimizationPattern Recognition (Pattern Recogn.), 2024
Mengtian Li
Shaohui Lin
Zihan Wang
Chunjiang Ge
Baochang Zhang
Lizhuang Ma
230
16
0
13 Jan 2024
Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point
  Cloud Panoptic Segmentation
Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023
Yujun Chen
Xin Tan
Zhizhong Zhang
Yanyun Qu
Yuan Xie
3DPC
337
6
0
13 Dec 2023
Adaptive Annotation Distribution for Weakly Supervised Point Cloud
  Semantic Segmentation
Adaptive Annotation Distribution for Weakly Supervised Point Cloud Semantic Segmentation
Zhiyi Pan
Nan Zhang
Wei-Nan Gao
Sha Liu
Ge Li
175
0
0
11 Dec 2023
Weakly Supervised Point Cloud Segmentation via Conservative Propagation of Scene-level Labels
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
343
3
0
11 Dec 2023
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with
  Traditional/Learned 3D Descriptors
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors
Kangcheng Liu
3DPC
226
0
0
03 Dec 2023
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic
  Segmentation
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ozan Unal
Dengxin Dai
Lukas Hoyer
Y. Can
Luc Van Gool
3DPC
196
6
0
27 Nov 2023
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic
  Segmentation
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation
Sahil Nawale
Dhruv Khut
Daksh Dave
Gauransh Sawhney
Pushkar Aggrawal
K. Devadkar
3DPC
73
4
0
05 Nov 2023
Leveraging Large-Scale Pretrained Vision Foundation Models for
  Label-Efficient 3D Point Cloud Segmentation
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation
Shichao Dong
Fayao Liu
Guosheng Lin
VLM
257
6
0
03 Nov 2023
NP$^2$L: Negative Pseudo Partial Labels Extraction for Graph Neural
  Networks
NP2^22L: Negative Pseudo Partial Labels Extraction for Graph Neural Networks
Xinjie Shen
Danyang Wu
Jitao Lu
Junjie Liang
Jin Xu
Feiping Nie
201
0
0
02 Oct 2023
Model2Scene: Learning 3D Scene Representation via Contrastive
  Language-CAD Models Pre-training
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training
Runnan Chen
Xinge Zhu
Nenglun Chen
Dawei Wang
Wei Li
Yuexin Ma
Ruigang Yang
Tongliang Liu
Wenping Wang
3DPCSSL
323
4
0
29 Sep 2023
Discwise Active Learning for LiDAR Semantic Segmentation
Discwise Active Learning for LiDAR Semantic SegmentationIEEE Robotics and Automation Letters (RA-L), 2023
Ozan Unal
Dengxin Dai
Ali Tamer Unal
Luc Van Gool
121
7
0
23 Sep 2023
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud
  Semantic Segmentation
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Zongyi Xu
Bo Yuan
Shanshan Zhao
Qianni Zhang
Xinbo Gao
3DPC
236
28
0
22 Aug 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds
A Survey of Label-Efficient Deep Learning for 3D Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Aoran Xiao
Xiaoqin Zhang
Ling Shao
Shijian Lu
3DPC
423
38
0
31 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for
  Weakly-supervised 3D Segmentation
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D SegmentationNeural Information Processing Systems (NeurIPS), 2023
Liyao Tang
Zhe Chen
Shanshan Zhao
Chaoyue Wang
Dacheng Tao
263
19
0
25 May 2023
FreePoint: Unsupervised Point Cloud Instance Segmentation
FreePoint: Unsupervised Point Cloud Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Zhikai Zhang
Jian Ding
Li Jiang
Dengxin Dai
Guisong Xia
3DPC
433
17
0
11 May 2023
Self-Supervised 3D Scene Flow Estimation Guided by Superpoints
Self-Supervised 3D Scene Flow Estimation Guided by SuperpointsComputer Vision and Pattern Recognition (CVPR), 2023
Yaqi Shen
Le Hui
Jin Xie
Jian Yang
3DPC
235
40
0
04 May 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding
  Active Learning for 3D Semantic Segmentation
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Nermin Samet
Oriane Siméoni
Gilles Puy
Georgy Ponimatkin
Renaud Marlet
Vincent Lepetit
3DPC
340
6
0
23 Apr 2023
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes
A. Patil
Supriya Gadi Patil
Manyi Li
Matthew Fisher
Manolis Savva
Haotong Zhang
3DV
392
25
0
06 Apr 2023
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in
  Point Clouds
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Chaoda Zheng
Xu Yan
Haiming Zhang
Baoyuan Wang
Sheng-Hsien Cheng
Shuguang Cui
Zhen Li
3DPC
247
18
0
21 Mar 2023
Reliability-Adaptive Consistency Regularization for Weakly-Supervised
  Point Cloud Segmentation
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud SegmentationInternational Journal of Computer Vision (IJCV), 2023
Zhonghua Wu
Ramzi N. Zahreddine
Guosheng Lin
Jianfei Cai
3DPC
263
16
0
09 Mar 2023
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor
  Point Clouds
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point CloudsBritish Machine Vision Conference (BMVC), 2022
Yuyang Zhao
Na Zhao
G. Lee
3DPC
193
9
0
09 Dec 2022
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud
  Semantic Segmentation with Active Learning
One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active LearningIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022
Puzuo Wang
W. Yao
Jiejing Shao
185
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23 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An
  Overview
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An OverviewIEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Wenqi Ren
Yang Tang
Qiyu Sun
Chaoqiang Zhao
Qing‐Long Han
VLM
191
64
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13 Nov 2022
LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR
  Semantic Segmentation
LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022
Zeyu Hu
Xuyang Bai
Runze Zhang
Xin Wang
Guangyuan Sun
Hongbo Fu
Chiew-Lan Tai
169
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0
11 Nov 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance
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Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationAsian Conference on Computer Vision (ACCV), 2022
Ling-Yu Tang
Le Hui
Jin Xie
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201
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11 Oct 2022
GaIA: Graphical Information Gain based Attention Network for Weakly
  Supervised Point Cloud Semantic Segmentation
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min Seok Lee
Seok Woo Yang
S. W. Han
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166
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Active Self-Training for Weakly Supervised 3D Scene Semantic
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Active Self-Training for Weakly Supervised 3D Scene Semantic SegmentationComputational Visual Media (CVM), 2022
Geng-Ming Liu
Oliver Matias van Kaick
Hui Huang
Ruizhen Hu
3DPC
158
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MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality
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MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality AssessmentInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Zicheng Zhang
Wei Sun
Xiongkuo Min
Quan-Gen Zhou
Jun He
Qiyuan Wang
Guangtao Zhai
3DPC
302
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LaserMix for Semi-Supervised LiDAR Semantic Segmentation
LaserMix for Semi-Supervised LiDAR Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
Lingdong Kong
Jiawei Ren
Liang Pan
Ziwei Liu
465
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Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using
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Francis Engelmann
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Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding
Open-Set Semi-Supervised Learning for 3D Point Cloud UnderstandingInternational Conference on Pattern Recognition (ICPR), 2022
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Xiatian Zhu
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187
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Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud
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Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud CompletionInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
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Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level
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Point Cloud Instance Segmentation with Semi-supervised Bounding-Box
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328
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Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis
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106
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SSPU-Net: Self-Supervised Point Cloud Upsampling via Differentiable
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Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point
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Shuang Deng
Qiulei Dong
Bo Liu
Zhanyi Hu
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145
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SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point
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Qingyong Hu
Bo Yang
Guangchi Fang
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1