Copertina

OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhong, Lanfeng, Liao, Xin, Zhang, Shichuan, Zhang, Shaoting, Wang, Guotai
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Annotation-Free Pathological Image Classification
di: Zhong, Lanfeng, et al.
Pubblicazione: (2024)

MetaSSL: A General Heterogeneous Loss for Semi-Supervised Medical Image Segmentation
di: Zhao, Weiren, et al.
Pubblicazione: (2025)

Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNet
di: Wang, Litingyu, et al.
Pubblicazione: (2024)

Weakly Supervised Lymph Nodes Segmentation Based on Partial Instance Annotations with Pre-trained Dual-branch Network and Pseudo Label Learning
di: Wang, Litingyu, et al.
Pubblicazione: (2024)

MedCAL-Bench: A Comprehensive Benchmark on Cold-Start Active Learning with Foundation Models for Medical Image Analysis
di: Zhu, Ning, et al.
Pubblicazione: (2025)

RAFM: Retrieval-Augmented Flow Matching for Unpaired CBCT-to-CT Translation
di: Zhou, Xianhao, et al.
Pubblicazione: (2026)

Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification
di: Sun, Xiangyu, et al.
Pubblicazione: (2025)

CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation
di: Ma, Xiaochuan, et al.
Pubblicazione: (2025)

Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model
di: Heo, Jaehyuk, et al.
Pubblicazione: (2024)

Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model
di: Luo, Zihao, et al.
Pubblicazione: (2025)

Active Learning via Vision-Language Model Adaptation with Open Data
di: Wang, Tong, et al.
Pubblicazione: (2025)

Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
di: Wang, Zhao, et al.
Pubblicazione: (2023)

Multi-modal Vision Pre-training for Medical Image Analysis
di: Rui, Shaohao, et al.
Pubblicazione: (2024)

Energy-Based Open-Set Active Learning for Object Classification
di: Lyu, Zongyao, et al.
Pubblicazione: (2026)

Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
di: Luo, Xiangde, et al.
Pubblicazione: (2024)

PromptGate Client Adaptive Vision Language Gating for Open Set Federated Active Learning
di: Nesturi, Adea, et al.
Pubblicazione: (2026)

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification
di: Ye, Yaoqin, et al.
Pubblicazione: (2024)

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine
di: Wang, Xiaosong, et al.
Pubblicazione: (2024)

Open-Set Recognition in the Age of Vision-Language Models
di: Miller, Dimity, et al.
Pubblicazione: (2024)

InvCoSS: Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training
di: Luo, Zihao, et al.
Pubblicazione: (2025)

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework
di: Phan, Vu Minh Hieu, et al.
Pubblicazione: (2024)

Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
di: Qu, Linhao, et al.
Pubblicazione: (2024)

A3-TTA: Adaptive Anchor Alignment Test-Time Adaptation for Image Segmentation
di: Wu, Jianghao, et al.
Pubblicazione: (2026)

Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
di: Jiang, Yankai, et al.
Pubblicazione: (2024)

Efficient Open Set Single Image Test Time Adaptation of Vision Language Models
di: Sreenivas, Manogna, et al.
Pubblicazione: (2024)

Centroid-centered Modeling for Efficient Vision Transformer Pre-training
di: Yan, Xin, et al.
Pubblicazione: (2023)

LV-OSD: Language-Vision-Complementary Open-Set Object Detection
di: Zhang, Yupeng, et al.
Pubblicazione: (2026)

Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model
di: Shi, Jiang-Xin, et al.
Pubblicazione: (2024)

DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
di: Wei, Linda, et al.
Pubblicazione: (2024)

SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation
di: Liu, Xinya, et al.
Pubblicazione: (2025)

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
di: Liu, Haowei, et al.
Pubblicazione: (2024)

Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling
di: Moonemans, Sander, et al.
Pubblicazione: (2025)

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
di: Wu, Jianghao, et al.
Pubblicazione: (2024)

ELIP: Efficient Discriminative Language-Image Pre-training with Fewer Vision Tokens
di: Guo, Yangyang, et al.
Pubblicazione: (2023)

An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation
di: Luo, Zihao, et al.
Pubblicazione: (2024)

Pathology Image Compression with Pre-trained Autoencoders
di: Yellapragada, Srikar, et al.
Pubblicazione: (2025)

Cost-effective Instruction Learning for Pathology Vision and Language Analysis
di: Chen, Kaitao, et al.
Pubblicazione: (2024)

Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary
di: Wu, Zhaowei, et al.
Pubblicazione: (2024)

Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
di: Yang, Chenyu, et al.
Pubblicazione: (2024)

Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model
di: Sun, Weilin, et al.
Pubblicazione: (2025)