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Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification WACV 2025 Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning CVPR 2025 WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression CVPR 2025 Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024 Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024 Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024 CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification AAAI 2024 CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images ICLR 2024 Causal ATTention Multiple Instance Learning for Whole Slide Image Classification ACML 2024 Cell-DETR: Efficient cell detection and classification in WSIs with transformers MIDL 2024 Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification CVPR 2024 FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification NeurIPS 2024 Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024 HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NeurIPS 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NeurIPS 2024 Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction CVPR 2024 Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024 Multimodal Prototyping for cancer survival prediction ICML 2024 Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024 Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024 SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024