conftrace_

multiple instance learning

227 papers

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Also known as

MIL

Co-occurring keywords

weakly supervised learning (1328) whole slide image (120) object detection (2762) attention mechanism (4001) medical imaging (971) image classification (1944) convolutional neural network (4226) semantic segmentation (3186) contrastive learning (4032) weakly-supervised learning (245)

Papers

ResGAT: A Residual Graph Attention Network for Cancer Subtype Classification in Whole Slide Images MIDL 2026
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning WACV 2026
Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis MIDL 2026
DTC-WSI: Dynamic Token Compression for Whole-Slide Images MIDL 2026
HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026
SafeMIL: Learning Offline Safe Imitation Policy from Non-Preferred Trajectories AAAI 2026
Spatiotemporal Transformers with Multiple Instance Learning for Label-Efficient Behavioral Analysis in Autism (Student Abstract) AAAI 2026
StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology MIDL 2026
MILCA: Malaria Parasite Detection from Sample-Level Weak Labels MIDL 2026
Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology MIDL 2026
Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning MIDL 2026
MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026
SGPMIL: Sparse Gaussian Process Multiple Instance Learning 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
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025
Controllable Latent Space Augmentation for Digital Pathology ICCV 2025
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025
Interpretable point cloud classification using multiple instance learning ICCV 2025
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025
No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis ICCV 2025
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis ICCV 2025