Imagen de Portada

Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Yuedi, Xia, Zhixiang, Yin, Guosheng, Liu, Bin
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ASMIL: Attention-Stabilized Multiple Instance Learning for Whole Slide Imaging
por: Ye, Linfeng, et al.
Publicado: (2026)

Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
por: Bilic, Anthony, et al.
Publicado: (2025)

MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
por: Li, Junjian, et al.
Publicado: (2025)

Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification
por: Lee, Joohyung, et al.
Publicado: (2024)

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
por: Zhang, Yunlong, et al.
Publicado: (2023)

Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
por: Li, Xianrui, et al.
Publicado: (2025)

Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
por: Zheng, Tingting, et al.
Publicado: (2024)

HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
por: Jin, Cheng, et al.
Publicado: (2024)

Multiple Instance Learning with random sampling for Whole Slide Image Classification
por: Keshvarikhojasteh, H., et al.
Publicado: (2024)

AHDMIL: Asymmetric Hierarchical Distillation Multi-Instance Learning for Fast and Accurate Whole-Slide Image Classification
por: Dong, Jiuyang, et al.
Publicado: (2025)

Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
por: Liu, Pei, et al.
Publicado: (2023)

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
por: Fang, Zijie, et al.
Publicado: (2024)

Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
por: Cai, Linghan, et al.
Publicado: (2024)

PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis
por: Zhao, Beidi, et al.
Publicado: (2025)

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
por: Sun, Susu, et al.
Publicado: (2025)

RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
por: Chu, Hongbo, et al.
Publicado: (2024)

SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification
por: Qiu, Peijie, et al.
Publicado: (2023)

Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
por: Zhang, Bo, et al.
Publicado: (2025)

SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images
por: Yang, Zekang, et al.
Publicado: (2024)

AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
por: Zhang, Yunlong, et al.
Publicado: (2024)

Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
por: Lee, Byung Hyun, et al.
Publicado: (2025)

Beyond accuracy: quantifying the reliability of Multiple Instance Learning for Whole Slide Image classification
por: Keshvarikhojasteh, Hassan, et al.
Publicado: (2024)

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
por: Gou, Jiaxiang, et al.
Publicado: (2024)

Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
por: Qu, Linhao, et al.
Publicado: (2023)

WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification
por: Feng, Le, et al.
Publicado: (2025)

CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
por: Fourkioti, Olga, et al.
Publicado: (2023)

From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification
por: Liu, Xin, et al.
Publicado: (2024)

MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis
por: Song, Yiran, et al.
Publicado: (2025)

SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification
por: Fang, Heng, et al.
Publicado: (2024)

Spatial Blindness in Whole-Slide Multiple Instance Learning
por: Li, Xiangyu, et al.
Publicado: (2026)

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning
por: Afonso, Martim, et al.
Publicado: (2024)

mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
por: Liu, Quan, et al.
Publicado: (2024)

Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
por: Chen, Xiwen, et al.
Publicado: (2025)

SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
por: Song, Yicheng, et al.
Publicado: (2025)

Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
por: Wong, Bryan, et al.
Publicado: (2024)

SemaMIL: Semantic-Aware Multiple Instance Learning with Retrieval-Guided State Space Modeling for Whole Slide Images
por: Gan, Lubin, et al.
Publicado: (2025)

Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images
por: Liu, Yujian, et al.
Publicado: (2024)

GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging
por: Li, Xiangyu, et al.
Publicado: (2026)

CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images
por: Saada, Thiziri Nait, et al.
Publicado: (2024)

PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification
por: Peled, Sharon, et al.
Publicado: (2025)