Selective Masking based Self-Supervised Learning for Image Semantic Segmentation
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Yuemin, Stavness, Ian |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
From Semantic To Instance: A Semi-Self-Supervised Learning Approach
por: Najafian, Keyhan, et al.
Publicado: (2025)
por: Najafian, Keyhan, et al.
Publicado: (2025)
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
por: Bahri, Ali, et al.
Publicado: (2024)
por: Bahri, Ali, et al.
Publicado: (2024)
DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation
por: Ayzenberg, Lev, et al.
Publicado: (2024)
por: Ayzenberg, Lev, et al.
Publicado: (2024)
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation
por: Lin, Ci-Siang, et al.
Publicado: (2024)
por: Lin, Ci-Siang, et al.
Publicado: (2024)
A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation
por: Najafian, Keyhan, et al.
Publicado: (2024)
por: Najafian, Keyhan, et al.
Publicado: (2024)
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
por: Xie, Haoyu, et al.
Publicado: (2024)
por: Xie, Haoyu, et al.
Publicado: (2024)
Learning Semantic Segmentation with Query Points Supervision on Aerial Images
por: Rivier, Santiago, et al.
Publicado: (2023)
por: Rivier, Santiago, et al.
Publicado: (2023)
PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling with Masked Networks
por: Kato, Shunya, et al.
Publicado: (2024)
por: Kato, Shunya, et al.
Publicado: (2024)
Semantic Concentration for Self-Supervised Dense Representations Learning
por: Wen, Peisong, et al.
Publicado: (2025)
por: Wen, Peisong, et al.
Publicado: (2025)
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation
por: Morales-Brotons, Daniel, et al.
Publicado: (2024)
por: Morales-Brotons, Daniel, et al.
Publicado: (2024)
Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation
por: Eiras, Francisco, et al.
Publicado: (2023)
por: Eiras, Francisco, et al.
Publicado: (2023)
RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning
por: Luo, Yuan, et al.
Publicado: (2025)
por: Luo, Yuan, et al.
Publicado: (2025)
Masking meets Supervision: A Strong Learning Alliance
por: Heo, Byeongho, et al.
Publicado: (2023)
por: Heo, Byeongho, et al.
Publicado: (2023)
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
por: Kimhi, Moshe, et al.
Publicado: (2023)
por: Kimhi, Moshe, et al.
Publicado: (2023)
Learning Object Semantic Similarity with Self-Supervision
por: Aubret, Arthur, et al.
Publicado: (2024)
por: Aubret, Arthur, et al.
Publicado: (2024)
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation
por: Wang, Tao, et al.
Publicado: (2024)
por: Wang, Tao, et al.
Publicado: (2024)
HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution
por: Aslahishahri, Masoomeh, et al.
Publicado: (2024)
por: Aslahishahri, Masoomeh, et al.
Publicado: (2024)
Self-Tuning Self-Supervised Image Anomaly Detection
por: Yoo, Jaemin, et al.
Publicado: (2023)
por: Yoo, Jaemin, et al.
Publicado: (2023)
Learning Ordinality in Semantic Segmentation
por: Cruz, Ricardo P. M., et al.
Publicado: (2024)
por: Cruz, Ricardo P. M., et al.
Publicado: (2024)
Match me if you can: Semi-Supervised Semantic Correspondence Learning with Unpaired Images
por: Kim, Jiwon, et al.
Publicado: (2023)
por: Kim, Jiwon, et al.
Publicado: (2023)
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos
por: Yang, Yanlai, et al.
Publicado: (2025)
por: Yang, Yanlai, et al.
Publicado: (2025)
SelfFed: Self-Supervised Federated Learning for Data Heterogeneity and Label Scarcity in Medical Images
por: Khowaja, Sunder Ali, et al.
Publicado: (2023)
por: Khowaja, Sunder Ali, et al.
Publicado: (2023)
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network
por: Tain, Zhibo, et al.
Publicado: (2023)
por: Tain, Zhibo, et al.
Publicado: (2023)
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation
por: Akkaya, Ibrahim Batuhan, et al.
Publicado: (2022)
por: Akkaya, Ibrahim Batuhan, et al.
Publicado: (2022)
Variational Self-Supervised Learning
por: Yavuz, Mehmet Can, et al.
Publicado: (2025)
por: Yavuz, Mehmet Can, et al.
Publicado: (2025)
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design
por: Engel, Dominik, et al.
Publicado: (2023)
por: Engel, Dominik, et al.
Publicado: (2023)
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking
por: Qian, Shengsheng, et al.
Publicado: (2023)
por: Qian, Shengsheng, et al.
Publicado: (2023)
Segment Anything without Supervision
por: Wang, XuDong, et al.
Publicado: (2024)
por: Wang, XuDong, et al.
Publicado: (2024)
Weak Augmentation Guided Relational Self-Supervised Learning
por: Zheng, Mingkai, et al.
Publicado: (2022)
por: Zheng, Mingkai, et al.
Publicado: (2022)
Structure is Supervision: Multiview Masked Autoencoders for Radiology
por: Laguna, Sonia, et al.
Publicado: (2025)
por: Laguna, Sonia, et al.
Publicado: (2025)
Self-Supervised Learning by Curvature Alignment
por: Ghojogh, Benyamin, et al.
Publicado: (2025)
por: Ghojogh, Benyamin, et al.
Publicado: (2025)
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping
por: Lebailly, Tim, et al.
Publicado: (2023)
por: Lebailly, Tim, et al.
Publicado: (2023)
Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores
por: Wu, Chunshu, et al.
Publicado: (2026)
por: Wu, Chunshu, et al.
Publicado: (2026)
DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks
por: Cui, Wei, et al.
Publicado: (2025)
por: Cui, Wei, et al.
Publicado: (2025)
A Lightweight Medical Image Classification Framework via Self-Supervised Contrastive Learning and Quantum-Enhanced Feature Modeling
por: Xia, Jingsong, et al.
Publicado: (2026)
por: Xia, Jingsong, et al.
Publicado: (2026)
Self-Supervised Moving Object Segmentation of Sparse and Noisy Radar Point Clouds
por: Schwarzer, Leon, et al.
Publicado: (2025)
por: Schwarzer, Leon, et al.
Publicado: (2025)
The Impact of Semi-Supervised Learning on Line Segment Detection
por: Engman, Johanna, et al.
Publicado: (2024)
por: Engman, Johanna, et al.
Publicado: (2024)
Learning to Segment using Summary Statistics and Weak Supervision
por: Kulkarni, Omkar, et al.
Publicado: (2026)
por: Kulkarni, Omkar, et al.
Publicado: (2026)
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images
por: Wang, Wentao, et al.
Publicado: (2024)
por: Wang, Wentao, et al.
Publicado: (2024)
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation
por: Bacchin, Alberto, et al.
Publicado: (2024)
por: Bacchin, Alberto, et al.
Publicado: (2024)
Ejemplares similares
-
From Semantic To Instance: A Semi-Self-Supervised Learning Approach
por: Najafian, Keyhan, et al.
Publicado: (2025) -
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
por: Bahri, Ali, et al.
Publicado: (2024) -
DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation
por: Ayzenberg, Lev, et al.
Publicado: (2024) -
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation
por: Lin, Ci-Siang, et al.
Publicado: (2024) -
A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation
por: Najafian, Keyhan, et al.
Publicado: (2024)