Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Mengtian, Lin, Shaohui, Wang, Zihan, Shen, Yunhang, Zhang, Baochang, Ma, Lizhuang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation
by: Lin, Jianghang, et al.
Published: (2025)
by: Lin, Jianghang, et al.
Published: (2025)
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation
by: Han, Jiawei, et al.
Published: (2024)
by: Han, Jiawei, et al.
Published: (2024)
Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation
by: Gu, Yuliang, et al.
Published: (2025)
by: Gu, Yuliang, et al.
Published: (2025)
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
by: Lee, Hyuck, et al.
Published: (2024)
by: Lee, Hyuck, et al.
Published: (2024)
Semantic Class Distribution Learning for Debiasing Semi-Supervised Medical Image Segmentation
by: Su, Yingxue, et al.
Published: (2026)
by: Su, Yingxue, et al.
Published: (2026)
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds
by: Wei, Jiacheng, et al.
Published: (2021)
by: Wei, Jiacheng, et al.
Published: (2021)
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection
by: Cao, Liujuan, et al.
Published: (2024)
by: Cao, Liujuan, et al.
Published: (2024)
Leveraging Label Proportion Prior for Class-Imbalanced Semi-Supervised Learning
by: Akiba, Kohki, et al.
Published: (2026)
by: Akiba, Kohki, et al.
Published: (2026)
Integrating Semi-Supervised and Active Learning for Semantic Segmentation
by: Ma, Wanli, et al.
Published: (2025)
by: Ma, Wanli, et al.
Published: (2025)
A General and Efficient Training for Transformer via Token Expansion
by: Huang, Wenxuan, et al.
Published: (2024)
by: Huang, Wenxuan, et al.
Published: (2024)
S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation
by: Zhang, Jiahang, et al.
Published: (2022)
by: Zhang, Jiahang, et al.
Published: (2022)
DuetMatch: Harmonizing Semi-Supervised Brain MRI Segmentation via Decoupled Branch Optimization
by: Nguyen, Thanh-Huy, et al.
Published: (2025)
by: Nguyen, Thanh-Huy, et al.
Published: (2025)
Multilateral Cascading Network for Semantic Segmentation of Large-Scale Outdoor Point Clouds
by: Gong, Haoran, et al.
Published: (2024)
by: Gong, Haoran, et al.
Published: (2024)
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing
by: Xing, Weiwei, et al.
Published: (2025)
by: Xing, Weiwei, et al.
Published: (2025)
Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation
by: Wang, Shihong, et al.
Published: (2024)
by: Wang, Shihong, et al.
Published: (2024)
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
by: Pan, Zhiyi, et al.
Published: (2024)
by: Pan, Zhiyi, et al.
Published: (2024)
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation
by: Gu, Yuliang, et al.
Published: (2024)
by: Gu, Yuliang, et al.
Published: (2024)
Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation
by: Li, Zhaoyang, et al.
Published: (2024)
by: Li, Zhaoyang, et al.
Published: (2024)
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement
by: Duan, Zaipeng, et al.
Published: (2025)
by: Duan, Zaipeng, et al.
Published: (2025)
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation
by: Su, Yuanzhi, et al.
Published: (2024)
by: Su, Yuanzhi, et al.
Published: (2024)
Rethinking Centered Kernel Alignment in Knowledge Distillation
by: Zhou, Zikai, et al.
Published: (2024)
by: Zhou, Zikai, et al.
Published: (2024)
Semantic-Anchored, Class Variance-Optimized Clustering for Robust Semi-Supervised Few-Shot Learning
by: Maji, Souvik, et al.
Published: (2025)
by: Maji, Souvik, et al.
Published: (2025)
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD
by: Zeng, Ziyin, et al.
Published: (2022)
by: Zeng, Ziyin, et al.
Published: (2022)
Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization
by: Feng, Zhenghao, et al.
Published: (2024)
by: Feng, Zhenghao, et al.
Published: (2024)
Semi-Supervised Semantic Segmentation via Derivative Label Propagation
by: Fu, Yuanbin, et al.
Published: (2025)
by: Fu, Yuanbin, et al.
Published: (2025)
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation
by: Almeida, Luís, et al.
Published: (2024)
by: Almeida, Luís, et al.
Published: (2024)
Fusion-Mamba for Cross-modality Object Detection
by: Dong, Wenhao, et al.
Published: (2024)
by: Dong, Wenhao, et al.
Published: (2024)
Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation
by: Yang, Bin, et al.
Published: (2026)
by: Yang, Bin, et al.
Published: (2026)
When Imbalance Comes Twice: Active Learning under Simulated Class Imbalance and Label Shift in Binary Semantic Segmentation
by: Combes, Julien, et al.
Published: (2026)
by: Combes, Julien, et al.
Published: (2026)
Knowledge Consultation for Semi-Supervised Semantic Segmentation
by: Than, Thuan, et al.
Published: (2025)
by: Than, Thuan, et al.
Published: (2025)
Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation
by: You, Lechun, et al.
Published: (2025)
by: You, Lechun, et al.
Published: (2025)
PointCSP: Cross-Sample Semantic Propagation and Stability Preservation in Self-Supervised Point Cloud Learning
by: Yu, Xinxing, et al.
Published: (2026)
by: Yu, Xinxing, et al.
Published: (2026)
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation
by: Zhu, Junyu, et al.
Published: (2023)
by: Zhu, Junyu, et al.
Published: (2023)
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding
by: Jiang, Jincen, et al.
Published: (2024)
by: Jiang, Jincen, et al.
Published: (2024)
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
by: Kimhi, Moshe, et al.
Published: (2023)
by: Kimhi, Moshe, et al.
Published: (2023)
Towards Non-Exemplar Semi-Supervised Class-Incremental Learning
by: Liu, Wenzhuo, et al.
Published: (2024)
by: Liu, Wenzhuo, et al.
Published: (2024)
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model
by: Yang, Hao, et al.
Published: (2024)
by: Yang, Hao, et al.
Published: (2024)
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
by: Li, Yang, et al.
Published: (2025)
by: Li, Yang, et al.
Published: (2025)
Omni-Supervised Motion Editing: Balancing Change and Invariance through Positive-Negative Learning
by: Shi, Zhenwu, et al.
Published: (2026)
by: Shi, Zhenwu, et al.
Published: (2026)
Sampling Control for Imbalanced Calibration in Semi-Supervised Learning
by: Tian, Senmao, et al.
Published: (2025)
by: Tian, Senmao, et al.
Published: (2025)
Similar Items
-
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation
by: Lin, Jianghang, et al.
Published: (2025) -
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation
by: Han, Jiawei, et al.
Published: (2024) -
Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation
by: Gu, Yuliang, et al.
Published: (2025) -
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning
by: Lee, Hyuck, et al.
Published: (2024) -
Semantic Class Distribution Learning for Debiasing Semi-Supervised Medical Image Segmentation
by: Su, Yingxue, et al.
Published: (2026)