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whole slide image

154 papers

WSI

Papers

Act Like a Pathologist: Tissue-Aware Whole Slide Image Reasoning CVPR 2026 ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026 CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis CVPR 2026 ConSurv: Multimodal Continual Learning for Survival Analysis AAAI 2026 Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026 Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026 Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026 Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology MIDL 2026 CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction MIDL 2026 Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026 Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026 DTC-WSI: Dynamic Token Compression for Whole-Slide Images MIDL 2026 Every Error has Its Magnitude: Asymmetric Mistake Severity Training for Multiclass Multiple Instance Learning CVPR 2026 Exploiting Label-Independent Regularization from Spatial Patterns for Whole Slide Image Analysis WACV 2026 FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026 FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics CVPR 2026 From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis MIDL 2026 HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026 Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026 MDCS-MoAME: Multi-directional Composite Scanning with Mixture of Attention and Mamba Experts for Cancer Survival Prediction CVPR 2026 MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026 MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026 MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification CVPR 2026 PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology AAAI 2026