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

TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection AAAI 2025
Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025
No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025
Interpretable point cloud classification using multiple instance learning ICCV 2025
HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving CVPR 2025
Controllable Latent Space Augmentation for Digital Pathology ICCV 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification WACV 2025
A Survey of Pathology Foundation Model: Progress and Future Directions IJCAI 2025
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis ICCV 2025
RPMIL: Rethinking Uncertainty-Aware Probabilistic Multiple Instance Learning for Whole Slide Pathology Diagnosis IJCAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NIPS 2024
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NIPS 2024
Weakly Supervised Open-Vocabulary Object Detection AAAI 2024
Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking CVPR 2024
Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2024
Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024
MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024