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A Survey of Label-Efficient Deep Learning for 3D Point Clouds
v1v2 (latest)

A Survey of Label-Efficient Deep Learning for 3D Point Clouds

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
31 May 2023
Aoran Xiao
Xiaoqin Zhang
Ling Shao
Shijian Lu
    3DPC
ArXiv (abs)PDFHTMLGithub (58★)

Papers citing "A Survey of Label-Efficient Deep Learning for 3D Point Clouds"

11 / 11 papers shown
Title
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse WeatherComputer Vision and Pattern Recognition (CVPR), 2025
Longyu Yang
Ping Hu
Shangbo Yuan
Jun Liu
Jun Liu
Hengtao Shen
Xiaofeng Zhu
176
1
0
03 Jun 2025
SPIRAL: Semantic-Aware Progressive LiDAR Scene Generation and Understanding
SPIRAL: Semantic-Aware Progressive LiDAR Scene Generation and Understanding
Dekai Zhu
Yixuan Hu
Youquan Liu
Dongyue Lu
Lingdong Kong
Slobodan Ilic
DiffM
289
5
0
28 May 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud LearningComputer Vision and Pattern Recognition (CVPR), 2025
Song Wang
Xiaolu Liu
Lingdong Kong
Jianyun Xu
Chunyong Hu
Gongfan Fang
Wentong Li
Jianke Zhu
Xinchao Wang
390
3
0
22 Apr 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual LabelsComputer Vision and Pattern Recognition (CVPR), 2025
Qiming Xia
Wenkai Lin
Haoen Xiang
Xun Huang
Siheng Chen
Z. Dong
Cheng-Yu Wang
Chenglu Wen
3DPCOffRL
1.0K
4
0
11 Mar 2025
RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network
Haosheng Zhang
Hao Huang
285
0
0
06 Jan 2025
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
Multimodality Helps Few-shot 3D Point Cloud Semantic SegmentationInternational Conference on Learning Representations (ICLR), 2024
Zhaochong An
Guolei Sun
Yun Liu
Runjia Li
Min Wu
Ming-Ming Cheng
Ender Konukoglu
Serge Belongie
373
15
0
29 Oct 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar SelectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Hossein Resani
B. Nasihatkon
Mohammadreza Alimoradi Jazi
3DPC
263
2
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
255
0
0
29 Aug 2024
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection
Feng Wang
Chengming Liu
Lei Shi
Haibo Pang
305
4
0
16 May 2024
Adapting Object Detectors with Conditional Domain Normalization
Adapting Object Detectors with Conditional Domain NormalizationEuropean Conference on Computer Vision (ECCV), 2020
Peng Su
Kun Wang
Xingyu Zeng
Weizhen He
Dapeng Chen
Di Qiu
Xiaogang Wang
348
96
0
16 Mar 2020
Adversarial Discriminative Domain Adaptation
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GANOOD
728
5,010
0
17 Feb 2017
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