multiple instance learning

A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis ICLR 2025 A Survey of Pathology Foundation Model: Progress and Future Directions IJCAI 2025 C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis ICCV 2025 CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025 Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025 Controllable Latent Space Augmentation for Digital Pathology ICCV 2025 Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis ICCV 2025 Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning ICML 2025 Do Multiple Instance Learning Models Transfer? ICML 2025 EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping ICML 2025 Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025 Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025 HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving CVPR 2025 How Effective Can Dropout Be in Multiple Instance Learning ? ICML 2025 Interpretable point cloud classification using multiple instance learning ICCV 2025 Multiple Instance Verification JMLR 2025 No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025 Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer WACV 2025 PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025 Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025 Rethinking Multiple-Instance Learning From Feature Space to Probability Space ICLR 2025 RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025