Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation
Fuente:
arXiv
Guardado en:
| Autores principales: | Yu, Wenjun, Zhou, Yinchen, Jiang, Jia-Xuan, Zeng, Shubin, Li, Yuee, Wang, Zhong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation
por: Lv, Chonghua, et al.
Publicado: (2026)
por: Lv, Chonghua, et al.
Publicado: (2026)
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
por: Gong, Ziyang, et al.
Publicado: (2024)
por: Gong, Ziyang, et al.
Publicado: (2024)
Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging
por: Kumar, Amar, et al.
Publicado: (2025)
por: Kumar, Amar, et al.
Publicado: (2025)
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation
por: Guo, Jiaqi, et al.
Publicado: (2025)
por: Guo, Jiaqi, et al.
Publicado: (2025)
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation
por: Wei, Zhikai, et al.
Publicado: (2024)
por: Wei, Zhikai, et al.
Publicado: (2024)
Atlas is Your Perfect Context: One-Shot Customization for Generalizable Foundational Medical Image Segmentation
por: Zhang, Ziyu, et al.
Publicado: (2025)
por: Zhang, Ziyu, et al.
Publicado: (2025)
GuiDINO: Rethinking Vision Foundation Model in Medical Image Segmentation
por: Liang, Zhuonan, et al.
Publicado: (2026)
por: Liang, Zhuonan, et al.
Publicado: (2026)
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
por: Jia, Yuru, et al.
Publicado: (2023)
por: Jia, Yuru, et al.
Publicado: (2023)
On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable?
por: Imam, Raza, et al.
Publicado: (2025)
por: Imam, Raza, et al.
Publicado: (2025)
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
por: Li, Yunheng, et al.
Publicado: (2024)
por: Li, Yunheng, et al.
Publicado: (2024)
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models
por: Lai, Yuxiang, et al.
Publicado: (2025)
por: Lai, Yuxiang, et al.
Publicado: (2025)
Annotation Free Semantic Segmentation with Vision Foundation Models
por: Seifi, Soroush, et al.
Publicado: (2024)
por: Seifi, Soroush, et al.
Publicado: (2024)
MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation
por: Koleilat, Taha, et al.
Publicado: (2026)
por: Koleilat, Taha, et al.
Publicado: (2026)
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
por: Huang, Chaoqin, et al.
Publicado: (2024)
por: Huang, Chaoqin, et al.
Publicado: (2024)
SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation
por: Huang, Shuangping, et al.
Publicado: (2024)
por: Huang, Shuangping, et al.
Publicado: (2024)
Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis
por: Qu, Jingguo, et al.
Publicado: (2025)
por: Qu, Jingguo, et al.
Publicado: (2025)
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation
por: Pan, Qingtao, et al.
Publicado: (2024)
por: Pan, Qingtao, et al.
Publicado: (2024)
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation
por: Chen, Jialei, et al.
Publicado: (2024)
por: Chen, Jialei, et al.
Publicado: (2024)
Are Vision Foundation Models Foundational for Electron Microscopy Image Segmentation?
por: Fuster-Barceló, Caterina, et al.
Publicado: (2026)
por: Fuster-Barceló, Caterina, et al.
Publicado: (2026)
Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation
por: Budathoki, Anjila, et al.
Publicado: (2025)
por: Budathoki, Anjila, et al.
Publicado: (2025)
Multimodal Causal-Driven Representation Learning for Generalizable Medical Image Segmentation
por: Liang, Xusheng, et al.
Publicado: (2025)
por: Liang, Xusheng, et al.
Publicado: (2025)
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation
por: Liang, Pengchen, et al.
Publicado: (2025)
por: Liang, Pengchen, et al.
Publicado: (2025)
Curriculum Prompting Foundation Models for Medical Image Segmentation
por: Zheng, Xiuqi, et al.
Publicado: (2024)
por: Zheng, Xiuqi, et al.
Publicado: (2024)
Towards Vision-Language Geo-Foundation Model: A Survey
por: Zhou, Yue, et al.
Publicado: (2024)
por: Zhou, Yue, et al.
Publicado: (2024)
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?
por: Cekmeceli, Kerem, et al.
Publicado: (2024)
por: Cekmeceli, Kerem, et al.
Publicado: (2024)
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
por: Zhang, Xin, et al.
Publicado: (2025)
por: Zhang, Xin, et al.
Publicado: (2025)
CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation
por: Ye, Ziqi, et al.
Publicado: (2026)
por: Ye, Ziqi, et al.
Publicado: (2026)
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
por: Yu, Peipeng, et al.
Publicado: (2025)
por: Yu, Peipeng, et al.
Publicado: (2025)
SAMPO-Path: Segmentation Intent-Aligned Preference Optimization for Pathology Foundation Model Segmentation
por: Wu, Yonghuang, et al.
Publicado: (2025)
por: Wu, Yonghuang, et al.
Publicado: (2025)
Unbiased Semantic Decoding with Vision Foundation Models for Few-shot Segmentation
por: Wang, Jin, et al.
Publicado: (2025)
por: Wang, Jin, et al.
Publicado: (2025)
Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models
por: Wei, Zhixiang, et al.
Publicado: (2025)
por: Wei, Zhixiang, et al.
Publicado: (2025)
Adapting a Segmentation Foundation Model for Medical Image Classification
por: Gu, Pengfei, et al.
Publicado: (2025)
por: Gu, Pengfei, et al.
Publicado: (2025)
Leveraging Semantic Cues from Foundation Vision Models for Enhanced Local Feature Correspondence
por: Cadar, Felipe, et al.
Publicado: (2024)
por: Cadar, Felipe, et al.
Publicado: (2024)
Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation
por: Jiang, Chongcong, et al.
Publicado: (2026)
por: Jiang, Chongcong, et al.
Publicado: (2026)
TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models
por: Yu, Meng, et al.
Publicado: (2025)
por: Yu, Meng, et al.
Publicado: (2025)
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)
Vision-Language Semantic Grounding for Multi-Domain Crop-Weed Segmentation
por: Hossain, Nazia, et al.
Publicado: (2026)
por: Hossain, Nazia, et al.
Publicado: (2026)
Restoration Adaptation for Semantic Segmentation on Low Quality Images
por: Guan, Kai, et al.
Publicado: (2026)
por: Guan, Kai, et al.
Publicado: (2026)
MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models
por: Jiang, Jia-Xuan, et al.
Publicado: (2025)
por: Jiang, Jia-Xuan, et al.
Publicado: (2025)
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation
por: Gao, Yifan, et al.
Publicado: (2023)
por: Gao, Yifan, et al.
Publicado: (2023)
Ejemplares similares
-
Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation
por: Lv, Chonghua, et al.
Publicado: (2026) -
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
por: Gong, Ziyang, et al.
Publicado: (2024) -
Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging
por: Kumar, Amar, et al.
Publicado: (2025) -
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation
por: Guo, Jiaqi, et al.
Publicado: (2025) -
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation
por: Wei, Zhikai, et al.
Publicado: (2024)