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pathology diagnosis

8 papers

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Co-occurring keywords · papers mentioning both

whole slide image (5) vision-language model (4) multiple instance learning (4) knowledge distillation (2) medical imaging (2) few-shot learning (2) reinforcement learning (2) multimodal hallucination (1) expert guidance (1) agentic framework (1)

Papers

Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning AAAI 2026 Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner AAAI 2026 Universal-to-Specific: Dynamic Knowledge-Guided Multiple Instance Learning for Few-Shot Whole Slide Image Classification CVPR 2026 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification CVPR 2025 RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NeurIPS 2022 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NeurIPS 2021