Integrating Semi-Supervised and Active Learning for Semantic Segmentation
Fuente:
arXiv
Guardado en:
| Autores principales: | Ma, Wanli, Karakus, Oktay, Rosin, Paul L. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery
por: Ma, Wanli, et al.
Publicado: (2023)
por: Ma, Wanli, et al.
Publicado: (2023)
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning
por: Ma, Wanli, et al.
Publicado: (2024)
por: Ma, Wanli, et al.
Publicado: (2024)
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal
por: Ma, Wanli, et al.
Publicado: (2025)
por: Ma, Wanli, et al.
Publicado: (2025)
SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation
por: Yan, Weihao, et al.
Publicado: (2024)
por: Yan, Weihao, et al.
Publicado: (2024)
Revisiting Network Perturbation for Semi-Supervised Semantic Segmentation
por: Li, Sien, et al.
Publicado: (2024)
por: Li, Sien, et al.
Publicado: (2024)
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey
por: Ran, Lingyan, et al.
Publicado: (2024)
por: Ran, Lingyan, et al.
Publicado: (2024)
Vision-Language Model Purified Semi-Supervised Semantic Segmentation for Remote Sensing Images
por: Wang, Shanwen, et al.
Publicado: (2026)
por: Wang, Shanwen, et al.
Publicado: (2026)
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells
por: Luu, Vinh Quoc, et al.
Publicado: (2024)
por: Luu, Vinh Quoc, et al.
Publicado: (2024)
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
por: Wang, Haonan, et al.
Publicado: (2024)
por: Wang, Haonan, et al.
Publicado: (2024)
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation
por: Pham, Ha-Hieu, et al.
Publicado: (2025)
por: Pham, Ha-Hieu, et al.
Publicado: (2025)
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation
por: Tarubinga, Ebenezer, et al.
Publicado: (2025)
por: Tarubinga, Ebenezer, et al.
Publicado: (2025)
Harnessing Group-Oriented Consistency Constraints for Semi-Supervised Semantic Segmentation in CdZnTe Semiconductors
por: Li, Peihao, et al.
Publicado: (2025)
por: Li, Peihao, et al.
Publicado: (2025)
Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation
por: Qu, Jingguo, et al.
Publicado: (2026)
por: Qu, Jingguo, et al.
Publicado: (2026)
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation
por: Kim, David Minkwan, et al.
Publicado: (2025)
por: Kim, David Minkwan, et al.
Publicado: (2025)
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
por: Franco, Luca, et al.
Publicado: (2023)
por: Franco, Luca, et al.
Publicado: (2023)
A Classification-Aware Super-Resolution Framework for Ship Targets in SAR Imagery
por: Awais, Ch Muhammad, et al.
Publicado: (2025)
por: Awais, Ch Muhammad, et al.
Publicado: (2025)
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification
por: Singh, Pranav, et al.
Publicado: (2023)
por: Singh, Pranav, et al.
Publicado: (2023)
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation
por: Nadeem, Numair, et al.
Publicado: (2025)
por: Nadeem, Numair, et al.
Publicado: (2025)
SAM-Fed: SAM-Guided Federated Semi-Supervised Learning for Medical Image Segmentation
por: Nasirihaghighi, Sahar, et al.
Publicado: (2025)
por: Nasirihaghighi, Sahar, et al.
Publicado: (2025)
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation
por: Kwon, JuneHyoung, et al.
Publicado: (2024)
por: Kwon, JuneHyoung, et al.
Publicado: (2024)
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation
por: Taghavi, Pardis, et al.
Publicado: (2025)
por: Taghavi, Pardis, et al.
Publicado: (2025)
Weakly Supervised Segmentation as Semantic-Based Regularization
por: Colamonaco, Stefano, et al.
Publicado: (2026)
por: Colamonaco, Stefano, et al.
Publicado: (2026)
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
por: Chen, Danhui, et al.
Publicado: (2025)
por: Chen, Danhui, et al.
Publicado: (2025)
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning
por: Zhou, Pengcheng, et al.
Publicado: (2025)
por: Zhou, Pengcheng, et al.
Publicado: (2025)
Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation
por: Waithaka, John, et al.
Publicado: (2025)
por: Waithaka, John, et al.
Publicado: (2025)
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
por: Tang, Feilong, et al.
Publicado: (2024)
por: Tang, Feilong, et al.
Publicado: (2024)
Core-Set Selection for Data-efficient Land Cover Segmentation
por: Nogueira, Keiller, et al.
Publicado: (2025)
por: Nogueira, Keiller, et al.
Publicado: (2025)
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation
por: Ma, Jiaqi, et al.
Publicado: (2024)
por: Ma, Jiaqi, et al.
Publicado: (2024)
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation
por: Chi, Ruting, et al.
Publicado: (2024)
por: Chi, Ruting, et al.
Publicado: (2024)
U-Mamba2-SSL for Semi-Supervised Tooth and Pulp Segmentation in CBCT
por: Tan, Zhi Qin, et al.
Publicado: (2025)
por: Tan, Zhi Qin, et al.
Publicado: (2025)
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation
por: Zhao, Xinqiao, et al.
Publicado: (2024)
por: Zhao, Xinqiao, et al.
Publicado: (2024)
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation
por: Yin, Xu, et al.
Publicado: (2024)
por: Yin, Xu, et al.
Publicado: (2024)
From Semantic To Instance: A Semi-Self-Supervised Learning Approach
por: Najafian, Keyhan, et al.
Publicado: (2025)
por: Najafian, Keyhan, et al.
Publicado: (2025)
Sequential Feature Selection for Efficient Landslide Segmentation from Multi-Spectral Data
por: Ahmad, Arsalaan, et al.
Publicado: (2026)
por: Ahmad, Arsalaan, et al.
Publicado: (2026)
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation
por: Zheng, Fuchen, et al.
Publicado: (2024)
por: Zheng, Fuchen, et al.
Publicado: (2024)
Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation
por: Ghanbari, Alireza, et al.
Publicado: (2024)
por: Ghanbari, Alireza, et al.
Publicado: (2024)
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic Segmentation
por: Ahmadi, Rozhan, et al.
Publicado: (2024)
por: Ahmadi, Rozhan, et al.
Publicado: (2024)
A$^2$LC: Active and Automated Label Correction for Semantic Segmentation
por: Jeon, Youjin, et al.
Publicado: (2025)
por: Jeon, Youjin, et al.
Publicado: (2025)
Learning Semantic Segmentation with Query Points Supervision on Aerial Images
por: Rivier, Santiago, et al.
Publicado: (2023)
por: Rivier, Santiago, et al.
Publicado: (2023)
HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation
por: Le, Tran Quoc Khanh, et al.
Publicado: (2025)
por: Le, Tran Quoc Khanh, et al.
Publicado: (2025)
Ejemplares similares
-
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery
por: Ma, Wanli, et al.
Publicado: (2023) -
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning
por: Ma, Wanli, et al.
Publicado: (2024) -
Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal
por: Ma, Wanli, et al.
Publicado: (2025) -
SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation
por: Yan, Weihao, et al.
Publicado: (2024) -
Revisiting Network Perturbation for Semi-Supervised Semantic Segmentation
por: Li, Sien, et al.
Publicado: (2024)