From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Xin, Zhang, Weijia, Tang, Wei, Le, Thuc Duy, Li, Jiuyong, Liu, Lin, Zhang, Min-Ling |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Disentangled Representation Learning for Causal Inference with Instruments
por: Cheng, Debo, et al.
Publicado: (2024)
por: Cheng, Debo, et al.
Publicado: (2024)
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
por: Bai, Yu, et al.
Publicado: (2025)
por: Bai, Yu, et al.
Publicado: (2025)
Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images
por: Zhang, Yuedi, et al.
Publicado: (2025)
por: Zhang, Yuedi, et al.
Publicado: (2025)
Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning
por: Tang, Wei, et al.
Publicado: (2024)
por: Tang, Wei, et al.
Publicado: (2024)
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
por: Liu, Pei, et al.
Publicado: (2023)
por: Liu, Pei, et al.
Publicado: (2023)
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
por: Zhang, Yunlong, et al.
Publicado: (2023)
por: Zhang, Yunlong, et al.
Publicado: (2023)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
por: Bilic, Anthony, et al.
Publicado: (2025)
por: Bilic, Anthony, et al.
Publicado: (2025)
Identifying the Group to Intervene on to Maximise Effect Under Cross-Group Interference
por: Du, Xiaojing, et al.
Publicado: (2026)
por: Du, Xiaojing, et al.
Publicado: (2026)
Dependency-based Anomaly Detection: a General Framework and Comprehensive Evaluation
por: Lu, Sha, et al.
Publicado: (2020)
por: Lu, Sha, et al.
Publicado: (2020)
WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification
por: Feng, Le, et al.
Publicado: (2025)
por: Feng, Le, et al.
Publicado: (2025)
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
por: Cai, Linghan, et al.
Publicado: (2024)
por: Cai, Linghan, et al.
Publicado: (2024)
Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification
por: Lee, Joohyung, et al.
Publicado: (2024)
por: Lee, Joohyung, 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)
por: Dong, Jiuyang, et al.
Publicado: (2025)
Calibratable Disambiguation Loss for Multi-Instance Partial-Label Learning
por: Tang, Wei, et al.
Publicado: (2025)
por: Tang, Wei, et al.
Publicado: (2025)
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
por: Zheng, Tingting, et al.
Publicado: (2024)
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)
por: Jin, Cheng, et al.
Publicado: (2024)
SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification
por: Fang, Heng, et al.
Publicado: (2024)
por: Fang, Heng, et al.
Publicado: (2024)
Multiple Instance Learning with random sampling for Whole Slide Image Classification
por: Keshvarikhojasteh, H., et al.
Publicado: (2024)
por: Keshvarikhojasteh, H., et al.
Publicado: (2024)
Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
por: Zhang, Bo, et al.
Publicado: (2025)
por: Zhang, Bo, et al.
Publicado: (2025)
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
por: Chu, Hongbo, et al.
Publicado: (2024)
por: Chu, Hongbo, et al.
Publicado: (2024)
Multi-Instance Partial-Label Learning with Margin Adjustment
por: Tang, Wei, et al.
Publicado: (2025)
por: Tang, Wei, et al.
Publicado: (2025)
uLEAD-TabPFN: Uncertainty-aware Dependency-based Anomaly Detection with TabPFN
por: Lu, Sha, et al.
Publicado: (2026)
por: Lu, Sha, et al.
Publicado: (2026)
Linking Model Intervention to Causal Interpretation in Model Explanation
por: Cheng, Debo, et al.
Publicado: (2024)
por: Cheng, Debo, et al.
Publicado: (2024)
Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
por: Sun, Susu, et al.
Publicado: (2025)
por: Sun, Susu, et al.
Publicado: (2025)
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
por: Gou, Jiaxiang, et al.
Publicado: (2024)
por: Gou, Jiaxiang, et al.
Publicado: (2024)
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
por: Zhang, Yunlong, et al.
Publicado: (2024)
por: Zhang, Yunlong, et al.
Publicado: (2024)
Peer Effect Estimation in the Presence of Simultaneous Feedback and Unobserved Confounders
por: Du, Xiaojing, et al.
Publicado: (2025)
por: Du, Xiaojing, et al.
Publicado: (2025)
From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction
por: Gao, Wentao, et al.
Publicado: (2025)
por: Gao, Wentao, et al.
Publicado: (2025)
TSI: A Multi-View Representation Learning Approach for Time Series Forecasting
por: Gao, Wentao, et al.
Publicado: (2024)
por: Gao, Wentao, et al.
Publicado: (2024)
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification
por: Qiu, Peijie, et al.
Publicado: (2023)
por: Qiu, Peijie, et al.
Publicado: (2023)
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
por: Fang, Zijie, et al.
Publicado: (2024)
por: Fang, Zijie, 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)
por: Qu, Linhao, et al.
Publicado: (2023)
Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification
por: Krishnakumar, Rajiv, et al.
Publicado: (2025)
por: Krishnakumar, Rajiv, et al.
Publicado: (2025)
ZeroSlide: Is Zero-Shot Classification Adequate for Lifelong Learning in Whole-Slide Image Analysis in the Era of Pathology Vision-Language Foundation Models?
por: Bui, Doanh C., et al.
Publicado: (2025)
por: Bui, Doanh C., et al.
Publicado: (2025)
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
por: Liu, Xin, et al.
Publicado: (2024)
por: Liu, Xin, et al.
Publicado: (2024)
Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction
por: Gao, Wentao, et al.
Publicado: (2024)
por: Gao, Wentao, et al.
Publicado: (2024)
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
por: Zhu, Wenhui, et al.
Publicado: (2024)
por: Zhu, Wenhui, et al.
Publicado: (2024)
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
por: Wong, Bryan, et al.
Publicado: (2024)
por: Wong, Bryan, et al.
Publicado: (2024)
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
por: Zhou, Qifeng, et al.
Publicado: (2024)
por: Zhou, Qifeng, et al.
Publicado: (2024)
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
por: Li, Xianrui, et al.
Publicado: (2025)
por: Li, Xianrui, et al.
Publicado: (2025)
Ejemplares similares
-
Disentangled Representation Learning for Causal Inference with Instruments
por: Cheng, Debo, et al.
Publicado: (2024) -
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
por: Bai, Yu, et al.
Publicado: (2025) -
Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images
por: Zhang, Yuedi, et al.
Publicado: (2025) -
Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning
por: Tang, Wei, et al.
Publicado: (2024) -
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
por: Liu, Pei, et al.
Publicado: (2023)