conftrace_

whole slide image

120 papers

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Also known as

WSI

Co-occurring keywords

multiple instance learning (227) medical imaging (971) computational pathology (37) multi-instance learning (130) graph neural network (3962) weakly supervised learning (1328) whole slide imaging (24) survival prediction (32) representation learning (6206) histopathology image (41)

Papers

Exploiting Label-Independent Regularization from Spatial Patterns for Whole Slide Image Analysis WACV 2026
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026
PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology AAAI 2026
DTC-WSI: Dynamic Token Compression for Whole-Slide Images MIDL 2026
Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026
ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026
Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026
Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis MIDL 2026
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction MIDL 2026
HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026
MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026
Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026
PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification WACV 2026
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026
ConSurv: Multimodal Continual Learning for Survival Analysis AAAI 2026
Self-calibration Enhanced Whole Slide Pathology Image Analysis IJCAI 2025
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025
C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis ICCV 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction ICCV 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
GMMamba: Group Masking Mamba for Whole Slide Image Classification ICCV 2025