HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization
Fuente:
arXiv
Saved in:
| Main Authors: | Fang, Zijie, Wang, Yifeng, Xie, Peizhang, Wang, Zhi, Zhang, Yongbing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation
by: Wang, Ziyue, et al.
Published: (2024)
by: Wang, Ziyue, et al.
Published: (2024)
DualProtoSeg: Simple and Efficient Design with Text- and Image-Guided Prototype Learning for Weakly Supervised Histopathology Image Segmentation
by: Vu, Anh M., et al.
Published: (2025)
by: Vu, Anh M., et al.
Published: (2025)
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
by: Fang, Zijie, et al.
Published: (2024)
by: Fang, Zijie, et al.
Published: (2024)
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation
by: Tang, Qingchen, et al.
Published: (2025)
by: Tang, Qingchen, et al.
Published: (2025)
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues
by: Xie, Yuxin, et al.
Published: (2024)
by: Xie, Yuxin, et al.
Published: (2024)
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images
by: Wu, Hongyi, et al.
Published: (2025)
by: Wu, Hongyi, et al.
Published: (2025)
Category Prompt Mamba Network for Nuclei Segmentation and Classification
by: Zhang, Ye, et al.
Published: (2025)
by: Zhang, Ye, et al.
Published: (2025)
SegMix:Shuffle-based Feedback Learning for Semantic Segmentation of Pathology Images
by: Yan, Zhiling, et al.
Published: (2026)
by: Yan, Zhiling, et al.
Published: (2026)
Weakly Supervised Segmentation as Semantic-Based Regularization
by: Colamonaco, Stefano, et al.
Published: (2026)
by: Colamonaco, Stefano, et al.
Published: (2026)
LPD: Learnable Prototypes with Diversity Regularization for Weakly Supervised Histopathology Segmentation
by: Le, Khang, et al.
Published: (2025)
by: Le, Khang, et al.
Published: (2025)
WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention
by: Zhang, Zhang, et al.
Published: (2026)
by: Zhang, Zhang, et al.
Published: (2026)
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning
by: Zhou, Pengcheng, et al.
Published: (2025)
by: Zhou, Pengcheng, et al.
Published: (2025)
SegReg: Latent Space Regularization for Improved Medical Image Segmentation
by: Vaish, Puru, et al.
Published: (2026)
by: Vaish, Puru, et al.
Published: (2026)
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation
by: Yue, Zhiling, et al.
Published: (2024)
by: Yue, Zhiling, et al.
Published: (2024)
MatchSeg: Towards Better Segmentation via Reference Image Matching
by: Huo, Jiayu, et al.
Published: (2024)
by: Huo, Jiayu, et al.
Published: (2024)
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
by: Wang, Mengzhu, et al.
Published: (2025)
by: Wang, Mengzhu, et al.
Published: (2025)
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning
by: Wu, Zhiyu, et al.
Published: (2024)
by: Wu, Zhiyu, et al.
Published: (2024)
Weakly-Supervised Referring Video Object Segmentation through Text Supervision
by: Shi, Miaojing, et al.
Published: (2026)
by: Shi, Miaojing, et al.
Published: (2026)
Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
by: Li, Lijian
Published: (2024)
by: Li, Lijian
Published: (2024)
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging
by: Dosi, Andrea, et al.
Published: (2024)
by: Dosi, Andrea, et al.
Published: (2024)
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation
by: Lei, Yu, et al.
Published: (2024)
by: Lei, Yu, et al.
Published: (2024)
Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation
by: Ma, Jiaqi, et al.
Published: (2025)
by: Ma, Jiaqi, et al.
Published: (2025)
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation
by: Ma, Jiaqi, et al.
Published: (2024)
by: Ma, Jiaqi, et al.
Published: (2024)
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models
by: Su, Encheng, et al.
Published: (2025)
by: Su, Encheng, et al.
Published: (2025)
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation
by: Wu, Xiongwei, et al.
Published: (2024)
by: Wu, Xiongwei, et al.
Published: (2024)
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything
by: Song, Joonhyeon, et al.
Published: (2024)
by: Song, Joonhyeon, et al.
Published: (2024)
Mitigating Spurious Correlations in Weakly Supervised Semantic Segmentation via Cross-architecture Consistency Regularization
by: Zhang, Zheyuan, et al.
Published: (2025)
by: Zhang, Zheyuan, et al.
Published: (2025)
A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis
by: Guan, Xianchao, et al.
Published: (2025)
by: Guan, Xianchao, et al.
Published: (2025)
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier
by: Yu, Haojun, et al.
Published: (2025)
by: Yu, Haojun, et al.
Published: (2025)
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images
by: Cheng, Hangbei, et al.
Published: (2025)
by: Cheng, Hangbei, et al.
Published: (2025)
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement
by: Wang, Xinghao, et al.
Published: (2025)
by: Wang, Xinghao, et al.
Published: (2025)
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels
by: He, Yinsheng, et al.
Published: (2024)
by: He, Yinsheng, et al.
Published: (2024)
ARGenSeg: Image Segmentation with Autoregressive Image Generation Model
by: Wang, Xiaolong, et al.
Published: (2025)
by: Wang, Xiaolong, et al.
Published: (2025)
Seg-VAR: Image Segmentation with Visual Autoregressive Modeling
by: Zheng, Rongkun, et al.
Published: (2025)
by: Zheng, Rongkun, et al.
Published: (2025)
AutoMiSeg: Automatic Medical Image Segmentation via Test-Time Adaptation of Foundation Models
by: Li, Xingjian, et al.
Published: (2025)
by: Li, Xingjian, et al.
Published: (2025)
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models
by: Zhang, Jielu, et al.
Published: (2023)
by: Zhang, Jielu, et al.
Published: (2023)
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation
by: Zhao, Xinqiao, et al.
Published: (2024)
by: Zhao, Xinqiao, et al.
Published: (2024)
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis
by: Ling, Xitong, et al.
Published: (2025)
by: Ling, Xitong, et al.
Published: (2025)
Similar Items
-
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024) -
Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation
by: Wang, Ziyue, et al.
Published: (2024) -
DualProtoSeg: Simple and Efficient Design with Text- and Image-Guided Prototype Learning for Weakly Supervised Histopathology Image Segmentation
by: Vu, Anh M., et al.
Published: (2025) -
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
by: Fang, Zijie, et al.
Published: (2024) -
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation
by: Tang, Qingchen, et al.
Published: (2025)