RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Chu, Hongbo, Sun, Qiehe, Li, Jiawen, Chen, Yuxuan, Zhang, Lizhong, Guan, Tian, Han, Anjia, He, Yonghong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
by: Li, Jiawen, et al.
Published: (2024)
by: Li, Jiawen, et al.
Published: (2024)
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image
by: Li, Jiawen, et al.
Published: (2024)
by: Li, Jiawen, et al.
Published: (2024)
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
by: Bai, Yu, et al.
Published: (2025)
by: Bai, Yu, et al.
Published: (2025)
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
by: Yan, Renao, et al.
Published: (2023)
by: Yan, Renao, et al.
Published: (2023)
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?
by: Li, Jiawen, et al.
Published: (2025)
by: Li, Jiawen, et al.
Published: (2025)
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
by: Fu, Mingxi, et al.
Published: (2025)
by: Fu, Mingxi, et al.
Published: (2025)
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification
by: Wang, Xuenian, et al.
Published: (2024)
by: Wang, Xuenian, et al.
Published: (2024)
ReaMIL: Reasoning- and Evidence-Aware Multiple Instance Learning for Whole-Slide Histopathology
by: Jung, Hyun Do, et al.
Published: (2026)
by: Jung, Hyun Do, et al.
Published: (2026)
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology
by: Chen, Yuxuan, et al.
Published: (2025)
by: Chen, Yuxuan, et al.
Published: (2025)
HookMIL: Revisiting Context Modeling in Multiple Instance Learning for Computational Pathology
by: Ling, Xitong, et al.
Published: (2025)
by: Ling, Xitong, et al.
Published: (2025)
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation
by: Zhang, Qilai, et al.
Published: (2024)
by: Zhang, Qilai, et al.
Published: (2024)
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification
by: Qiu, Peijie, et al.
Published: (2023)
by: Qiu, Peijie, et al.
Published: (2023)
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
by: Ling, Xitong, et al.
Published: (2024)
by: Ling, Xitong, et al.
Published: (2024)
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis
by: Ling, Xitong, et al.
Published: (2025)
by: Ling, Xitong, et al.
Published: (2025)
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023)
by: Zhang, Yunlong, et al.
Published: (2023)
WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification
by: Feng, Le, et al.
Published: (2025)
by: Feng, Le, et al.
Published: (2025)
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
by: Zhu, Wenhui, et al.
Published: (2024)
by: Zhu, Wenhui, et al.
Published: (2024)
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
by: Lee, Byung Hyun, et al.
Published: (2025)
by: Lee, Byung Hyun, et al.
Published: (2025)
GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging
by: Li, Xiangyu, et al.
Published: (2026)
by: Li, Xiangyu, et al.
Published: (2026)
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
by: Fang, Zijie, et al.
Published: (2024)
by: Fang, Zijie, et al.
Published: (2024)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)
by: Bilic, Anthony, et al.
Published: (2025)
PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification
by: Peled, Sharon, et al.
Published: (2025)
by: Peled, Sharon, et al.
Published: (2025)
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
by: Shi, Jiangbo, et al.
Published: (2025)
by: Shi, Jiangbo, et al.
Published: (2025)
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification
by: Fang, Heng, et al.
Published: (2024)
by: Fang, Heng, et al.
Published: (2024)
Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
by: Sun, Susu, et al.
Published: (2025)
by: Sun, Susu, et al.
Published: (2025)
SemaMIL: Semantic-Aware Multiple Instance Learning with Retrieval-Guided State Space Modeling for Whole Slide Images
by: Gan, Lubin, et al.
Published: (2025)
by: Gan, Lubin, et al.
Published: (2025)
Multiple Instance Learning with random sampling for Whole Slide Image Classification
by: Keshvarikhojasteh, H., et al.
Published: (2024)
by: Keshvarikhojasteh, H., et al.
Published: (2024)
MsaMIL-Net: An End-to-End Multi-Scale Aware Multiple Instance Learning Network for Efficient Whole Slide Image Classification
by: Wen, Jiangping, et al.
Published: (2025)
by: Wen, Jiangping, et al.
Published: (2025)
MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis
by: Song, Yiran, et al.
Published: (2025)
by: Song, Yiran, et al.
Published: (2025)
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
by: Hense, Julius, et al.
Published: (2024)
by: Hense, Julius, et al.
Published: (2024)
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2024)
by: Zhang, Yunlong, et al.
Published: (2024)
Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis
by: Chen, Yuxuan, et al.
Published: (2025)
by: Chen, Yuxuan, et al.
Published: (2025)
Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification
by: Krishnakumar, Rajiv, et al.
Published: (2025)
by: Krishnakumar, Rajiv, et al.
Published: (2025)
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
by: Cai, Linghan, et al.
Published: (2024)
by: Cai, Linghan, et al.
Published: (2024)
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
by: Wang, Jun, et al.
Published: (2024)
by: Wang, Jun, et al.
Published: (2024)
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
by: Li, Xianrui, et al.
Published: (2025)
by: Li, Xianrui, et al.
Published: (2025)
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
by: Chen, Xiwen, et al.
Published: (2025)
by: Chen, Xiwen, et al.
Published: (2025)
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
by: Liu, Pei, et al.
Published: (2023)
by: Liu, Pei, et al.
Published: (2023)
Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
by: Zhang, Bo, et al.
Published: (2025)
by: Zhang, Bo, et al.
Published: (2025)
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole Slide Imaging
by: Ye, Linfeng, et al.
Published: (2026)
by: Ye, Linfeng, et al.
Published: (2026)
Similar Items
-
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
by: Li, Jiawen, et al.
Published: (2024) -
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image
by: Li, Jiawen, et al.
Published: (2024) -
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
by: Bai, Yu, et al.
Published: (2025) -
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
by: Yan, Renao, et al.
Published: (2023) -
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?
by: Li, Jiawen, et al.
Published: (2025)