AHDMIL: Asymmetric Hierarchical Distillation Multi-Instance Learning for Fast and Accurate Whole-Slide Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Dong, Jiuyang, Li, Jiahan, Jiang, Junjun, Jiang, Kui, Zhang, Yongbing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
by: Dong, Jiuyang, et al.
Published: (2025)
by: Dong, Jiuyang, et al.
Published: (2025)
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
by: Zheng, Tingting, et al.
Published: (2024)
by: Zheng, Tingting, et al.
Published: (2024)
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)
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
by: Jin, Cheng, et al.
Published: (2024)
by: Jin, Cheng, et al.
Published: (2024)
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)
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023)
by: Zhang, Yunlong, et al.
Published: (2023)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)
by: Bilic, Anthony, et al.
Published: (2025)
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification
by: Shu, Tong, et al.
Published: (2024)
by: Shu, Tong, et al.
Published: (2024)
Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification
by: Lee, Joohyung, et al.
Published: (2024)
by: Lee, Joohyung, et al.
Published: (2024)
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)
Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images
by: Zhang, Yuedi, et al.
Published: (2025)
by: Zhang, Yuedi, et al.
Published: (2025)
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
by: Chu, Hongbo, et al.
Published: (2024)
by: Chu, Hongbo, 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)
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)
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)
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)
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)
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)
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
by: Jiang, Songhan, et al.
Published: (2024)
by: Jiang, Songhan, et al.
Published: (2024)
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
by: Yu, Zhaocheng, et al.
Published: (2025)
by: Yu, Zhaocheng, et al.
Published: (2025)
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
by: Qu, Linhao, et al.
Published: (2023)
by: Qu, Linhao, et al.
Published: (2023)
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole Slide Imaging
by: Ye, Linfeng, et al.
Published: (2026)
by: Ye, Linfeng, et al.
Published: (2026)
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)
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)
From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification
by: Liu, Xin, et al.
Published: (2024)
by: Liu, Xin, et al.
Published: (2024)
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
by: Gou, Jiaxiang, et al.
Published: (2024)
by: Gou, Jiaxiang, et al.
Published: (2024)
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
by: Wong, Bryan, et al.
Published: (2024)
by: Wong, Bryan, et al.
Published: (2024)
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
by: Wu, Gang, et al.
Published: (2023)
by: Wu, Gang, et al.
Published: (2023)
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)
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
by: Wu, Gang, et al.
Published: (2025)
by: Wu, Gang, 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)
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)
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)
Spatial Blindness in Whole-Slide Multiple Instance Learning
by: Li, Xiangyu, et al.
Published: (2026)
by: Li, Xiangyu, et al.
Published: (2026)
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)
Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification
by: Zheng, Weixi, et al.
Published: (2025)
by: Zheng, Weixi, et al.
Published: (2025)
MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
by: Li, Junjian, et al.
Published: (2025)
by: Li, Junjian, et al.
Published: (2025)
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)
Beyond accuracy: quantifying the reliability of Multiple Instance Learning for Whole Slide Image classification
by: Keshvarikhojasteh, Hassan, et al.
Published: (2024)
by: Keshvarikhojasteh, Hassan, et al.
Published: (2024)
Jigsaw Regularization in Whole-Slide Image Classification
by: Jeong, So Won, et al.
Published: (2026)
by: Jeong, So Won, et al.
Published: (2026)
Similar Items
-
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
by: Dong, Jiuyang, et al.
Published: (2025) -
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
by: Zheng, Tingting, et al.
Published: (2024) -
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
by: Cai, Linghan, et al.
Published: (2024) -
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
by: Jin, Cheng, et al.
Published: (2024) -
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
by: Fang, Zijie, et al.
Published: (2024)