Browse State-of-the-Art › Multiple Instance Learning › Papers, page 5

Multiple Instance Learning

Papers archive 2025-07-28

archive papers tagged: 744 · with a code link: 322 · where Syntology ran a sample: 68 (59 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (68 of 744 tagged: 59 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 5 of 8: papers 401 to 500 of 744, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning
  1 Apr 2024 0 repositories listed
• Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data
  27 Mar 2024 0 repositories listed
• Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification
  26 Mar 2024 0 repositories listed
• Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks
  22 Mar 2024 0 repositories listed
• Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images
  21 Mar 2024 0 repositories listed
• Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
  19 Mar 2024 0 repositories listed
• Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding
  18 Mar 2024 0 repositories listed
• RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
  16 Mar 2024 0 repositories listed
• PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
  13 Mar 2024 0 repositories listed
• Semi-Supervised Multimodal Multi-Instance Learning for Aortic Stenosis Diagnosis
  9 Mar 2024 0 repositories listed
• Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation
  8 Mar 2024 0 repositories listed
• Multiple Instance Learning with random sampling for Whole Slide Image Classification
  8 Mar 2024 0 repositories listed
• Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification
  8 Mar 2024 0 repositories listed
• Beyond Multiple Instance Learning: Full Resolution All-In-Memory End-To-End Pathology Slide Modeling
  7 Mar 2024 0 repositories listed
• Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation
  2 Mar 2024 0 repositories listed
• Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study
  24 Feb 2024 0 repositories listed
• Weakly supervised localisation of prostate cancer using reinforcement learning for bi-parametric MR images
  21 Feb 2024 0 repositories listed
• Contrastive Multiple Instance Learning for Weakly Supervised Person ReID
  12 Feb 2024 0 repositories listed
• A self-supervised framework for learning whole slide representations
  9 Feb 2024 0 repositories listed
• Multiple Instance Learning for Cheating Detection and Localization in Online Examinations
  9 Feb 2024 0 repositories listed
• CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H&E stained images
  29 Jan 2024 0 repositories listed
• Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization
  16 Jan 2024 0 repositories listed
• Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking
  1 Jan 2024 0 repositories listed
• Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
  1 Jan 2024 0 repositories listed
• Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning
  1 Jan 2024 0 repositories listed
• Weakly-Supervised Audio-Visual Video Parsing with Prototype-based Pseudo-Labeling
  1 Jan 2024 0 repositories listed
• Multiple Instance Learning for Uplift Modeling
  15 Dec 2023 0 repositories listed
• Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning
  2 Dec 2023 0 repositories listed
• Slot-Mixup with Subsampling: A Simple Regularization for WSI Classification
  29 Nov 2023 0 repositories listed
• Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images
  21 Nov 2023 0 repositories listed
• Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis
  21 Nov 2023 0 repositories listed
• MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification
  6 Nov 2023 0 repositories listed
• Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
  30 Oct 2023 0 repositories listed
• Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests
  27 Oct 2023 0 repositories listed
• Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images
  12 Oct 2023 0 repositories listed
• Deep Learning Predicts Biomarker Status and Discovers Related Histomorphology Characteristics for Low-Grade Glioma
  11 Oct 2023 0 repositories listed
• Data efficient deep learning for medical image analysis: A survey
  10 Oct 2023 0 repositories listed
• Proposal-based Temporal Action Localization with Point-level Supervision
  9 Oct 2023 0 repositories listed
• NEUCORE: Neural Concept Reasoning for Composed Image Retrieval
  2 Oct 2023 0 repositories listed
• Cross-attention-based saliency inference for predicting cancer metastasis on whole slide images
  18 Sep 2023 0 repositories listed
• Active Learning for Semantic Segmentation with Multi-class Label Query
  17 Sep 2023 0 repositories listed
• Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models
  7 Sep 2023 0 repositories listed
• RACR-MIL: Weakly Supervised Skin Cancer Grading using Rank-Aware Contextual Reasoning on Whole Slide Images
  29 Aug 2023 0 repositories listed
• Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy
  28 Aug 2023 0 repositories listed
• Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning
  27 Aug 2023 0 repositories listed
• A Study of Age and Sex Bias in Multiple Instance Learning based Classification of Acute Myeloid Leukemia Subtypes
  24 Aug 2023 0 repositories listed
• Towards Hierarchical Regional Transformer-based Multiple Instance Learning
  24 Aug 2023 0 repositories listed
• Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
  22 Aug 2023 0 repositories listed
• Few-shot Anomaly Detection in Text with Deviation Learning
  22 Aug 2023 0 repositories listed
• Food Image Classification and Segmentation with Attention-based Multiple Instance Learning
  22 Aug 2023 0 repositories listed
• Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling
  19 Aug 2023 0 repositories listed
• LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
  30 Jul 2023 0 repositories listed
• The Whole Pathological Slide Classification via Weakly Supervised Learning
  12 Jul 2023 0 repositories listed
• Novel Pipeline for Diagnosing Acute Lymphoblastic Leukemia Sensitive to Related Biomarkers
  8 Jul 2023 0 repositories listed
• Multi-Scale Prototypical Transformer for Whole Slide Image Classification
  5 Jul 2023 0 repositories listed
• A Universal Unbiased Method for Classification from Aggregate Observations
  20 Jun 2023 0 repositories listed
• ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging
  18 Jun 2023 0 repositories listed
• LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening
  6 Jun 2023 0 repositories listed
• Deep Multiple Instance Learning with Distance-Aware Self-Attention
  17 May 2023 0 repositories listed
• Private Training Set Inspection in MLaaS
  15 May 2023 0 repositories listed
• Mining fMRI Dynamics with Parcellation Prior for Brain Disease Diagnosis
  4 May 2023 0 repositories listed
• Weakly-supervised Micro- and Macro-expression Spotting Based on Multi-level Consistency
  4 May 2023 0 repositories listed
• Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification
  3 May 2023 0 repositories listed
• Leveraging Unlabelled Data in Multiple-Instance Learning Problems for Improved Detection of Parkinsonian Tremor in Free-Living Conditions
  29 Apr 2023 0 repositories listed
• Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection
  25 Apr 2023 0 repositories listed
• ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification
  13 Apr 2023 0 repositories listed
• JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization
  30 Mar 2023 0 repositories listed
• Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles
  29 Mar 2023 0 repositories listed
• Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning
  23 Mar 2023 0 repositories listed
• SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
  23 Mar 2023 0 repositories listed
• Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth
  20 Mar 2023 0 repositories listed
• AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image
  11 Mar 2023 0 repositories listed
• Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning
  2 Mar 2023 0 repositories listed
• BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification
  2 Mar 2023 0 repositories listed
• Multiple Instance Learning with Trainable Decision Tree Ensembles
  13 Feb 2023 0 repositories listed
• Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime
  10 Feb 2023 0 repositories listed
• Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography
  6 Feb 2023 0 repositories listed
• Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance
  1 Feb 2023 0 repositories listed
• Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification
  1 Jan 2023 0 repositories listed
• CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation
  1 Jan 2023 0 repositories listed
• LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image
  1 Jan 2023 0 repositories listed
• Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images
  1 Jan 2023 0 repositories listed
• Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms
  1 Jan 2023 0 repositories listed
• Weak-Shot Object Detection Through Mutual Knowledge Transfer
  1 Jan 2023 0 repositories listed
• Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images
  17 Dec 2022 0 repositories listed
• Learning to Detect Semantic Boundaries with Image-level Class Labels
  15 Dec 2022 0 repositories listed
• Using Multiple Instance Learning to Build Multimodal Representations
  11 Dec 2022 0 repositories listed
• An Aggregation of Aggregation Methods in Computational Pathology
  2 Nov 2022 0 repositories listed
• Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images
  31 Oct 2022 0 repositories listed
• Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation
  12 Oct 2022 0 repositories listed
• Multiple Instance Learning for Detecting Anomalies over Sequential Real-World Datasets
  4 Oct 2022 0 repositories listed
• Real-world Video Anomaly Detection by Extracting Salient Features in Videos
  14 Sep 2022 0 repositories listed
• Towards Open Set Video Anomaly Detection
  23 Aug 2022 0 repositories listed
• Locality-aware Attention Network with Discriminative Dynamics Learning for Weakly Supervised Anomaly Detection
  11 Aug 2022 0 repositories listed
• Multiple Instance Neural Networks Based on Sparse Attention for Cancer Detection using T-cell Receptor Sequences
  9 Aug 2022 0 repositories listed
• Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification
  6 Aug 2022 0 repositories listed
• Isoform Function Prediction Using a Deep Neural Network
  5 Aug 2022 0 repositories listed
• Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data
  4 Aug 2022 0 repositories listed
• Is Attention Interpretation? A Quantitative Assessment On Sets
  26 Jul 2022 0 repositories listed
• Effective and Interpretable Information Aggregation with Capacity Networks
  25 Jul 2022 0 repositories listed