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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 4 of 8: papers 301 to 400 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.

• An embarrassingly simple approach to neural multiple instance classification
  6 May 2019 1 repository listed
• C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
  11 Apr 2019 1 repository listed
• Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection
  18 Mar 2019 1 repository listed
• Root Identification in Minirhizotron Imagery with Multiple Instance Learning
  7 Mar 2019 1 repository listed
• Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
  1 Dec 2018 1 repository listed
• A Multiclass Multiple Instance Learning Method with Exact Likelihood
  29 Nov 2018 1 repository listed
• Prediction and Localization of Student Engagement in the Wild
  3 Apr 2018 1 repository listed
• Deep Multiple Instance Learning for Zero-shot Image Tagging
  16 Mar 2018 1 repository listed
• A bag-to-class divergence approach to multiple-instance learning
  7 Mar 2018 1 repository listed
• Grounding Referring Expressions in Images by Variational Context
  5 Dec 2017 1 repository listed
• Multimodal Visual Concept Learning with Weakly Supervised Techniques
  3 Dec 2017 1 repository listed
• Progressive Representation Adaptation for Weakly Supervised Object Localization
  12 Oct 2017 1 repository listed Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Variational Bayesian Multiple Instance Learning With Gaussian Processes
  1 Jul 2017 1 repository listed
• Deep Patch Learning for Weakly Supervised Object Classification and Discovery
  6 May 2017 1 repository listed
• Convex Formulation of Multiple Instance Learning from Positive and Unlabeled Bags
  22 Apr 2017 1 repository listed
• Explicit Document Modeling through Weighted Multiple-Instance Learning
  17 Feb 2017 1 repository listed
• Modeling Context Between Objects for Referring Expression Understanding
  1 Aug 2016 1 repository listed
• WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks
  1 Jun 2016 1 repository listed
• Self Paced Deep Learning for Weakly Supervised Object Detection
  24 May 2016 1 repository listed
• Simpler non-parametric methods provide as good or better results to multiple-instance learning.
  11 Dec 2015 1 repository listed
• Fully Convolutional Multi-Class Multiple Instance Learning
  22 Dec 2014 1 repository listed
• From Captions to Visual Concepts and Back
  18 Nov 2014 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples)
• GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning
  9 Jul 2025 0 repositories listed
• BioLangFusion: Multimodal Fusion of DNA, mRNA, and Protein Language Models
  10 Jun 2025 0 repositories listed
• Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis
  5 Jun 2025 0 repositories listed
• FMG-Det: Foundation Model Guided Robust Object Detection
  29 May 2025 0 repositories listed
• Comparative Analysis of Machine Learning Models for Lung Cancer Mutation Detection and Staging Using 3D CT Scans
  28 May 2025 0 repositories listed
• Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
  22 May 2025 0 repositories listed
• Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification
  21 May 2025 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
• Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning
  17 May 2025 0 repositories listed
• Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
  15 May 2025 0 repositories listed
• VIGIL: Vision-Language Guided Multiple Instance Learning Framework for Ulcerative Colitis Histological Healing Prediction
  14 May 2025 0 repositories listed
• Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis
  13 May 2025 0 repositories listed
• CytoFM: The first cytology foundation model
  18 Apr 2025 0 repositories listed
• Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision
  16 Apr 2025 0 repositories listed
• Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network
  13 Apr 2025 0 repositories listed
• Leveraging Gait Patterns as Biomarkers: An attention-guided Deep Multiple Instance Learning Network for Scoliosis Classification
  4 Apr 2025 0 repositories listed
• MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning
  29 Mar 2025 0 repositories listed
• Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology
  26 Mar 2025 0 repositories listed
• SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis
  18 Mar 2025 0 repositories listed
• AI-Driven Rapid Identification of Bacterial and Fungal Pathogens in Blood Smears of Septic Patients
  17 Mar 2025 0 repositories listed
• Pathology Image Compression with Pre-trained Autoencoders
  14 Mar 2025 0 repositories listed
• Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification
  13 Mar 2025 0 repositories listed
• MsaMIL-Net: An End-to-End Multi-Scale Aware Multiple Instance Learning Network for Efficient Whole Slide Image Classification
  11 Mar 2025 0 repositories listed
• Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification
  8 Mar 2025 0 repositories listed
• PathRWKV: Enabling Whole Slide Prediction with Recurrent-Transformer
  5 Mar 2025 0 repositories listed
• Foundation Models -- A Panacea for Artificial Intelligence in Pathology?
  28 Feb 2025 0 repositories listed
• Robust sensitivity control in digital pathology via tile score distribution matching
  27 Feb 2025 0 repositories listed
• LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information
  13 Feb 2025 0 repositories listed
• PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology
  13 Feb 2025 0 repositories listed
• LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation
  4 Feb 2025 0 repositories listed
• Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis
  28 Jan 2025 0 repositories listed
• Exploring visual language models as a powerful tool in the diagnosis of Ewing Sarcoma
  14 Jan 2025 0 repositories listed
• Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2
  10 Jan 2025 0 repositories listed
• Label-free Concept Based Multiple Instance Learning for Gigapixel Histopathology
  6 Jan 2025 0 repositories listed
• Boosting Point-Supervised Temporal Action Localization through Integrating Query Reformation and Optimal Transport
  1 Jan 2025 0 repositories listed
• HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving
  1 Jan 2025 0 repositories listed
• Tiny Object Detection with Single Point Supervision
  8 Dec 2024 0 repositories listed
• A new Time-decay Radiomics Integrated Network (TRINet) for short-term breast cancer risk prediction
  4 Dec 2024 0 repositories listed
• Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology
  26 Nov 2024 0 repositories listed
• NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer
  14 Nov 2024 0 repositories listed
• Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network
  13 Nov 2024 0 repositories listed
• Weak to Strong Learning from Aggregate Labels
  9 Nov 2024 0 repositories listed
• Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images
  4 Nov 2024 0 repositories listed
• Foundation Models for Slide-level Cancer Subtyping in Digital Pathology
  21 Oct 2024 0 repositories listed
• MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network
  6 Oct 2024 0 repositories listed
• Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model
  27 Sep 2024 0 repositories listed
• Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
  18 Sep 2024 0 repositories listed
• Quantitative Evaluation of MILs' Reliability For WSIs Classification
  17 Sep 2024 0 repositories listed
• Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning
  12 Sep 2024 0 repositories listed
• CanvOI, an Oncology Intelligence Foundation Model: Scaling FLOPS Differently
  4 Sep 2024 0 repositories listed
• EEG-Language Modeling for Pathology Detection
  2 Sep 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort
  2 Sep 2024 0 repositories listed
• Temporal Divide-and-Conquer Anomaly Actions Localization in Semi-Supervised Videos with Hierarchical Transformer
  24 Aug 2024 0 repositories listed
• Whole Slide Image Classification of Salivary Gland Tumours
  22 Aug 2024 0 repositories listed
• Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
  18 Aug 2024 0 repositories listed
• Rethinking Multiple Instance Learning: Developing an Instance-Level Classifier via Weakly-Supervised Self-Training
  9 Aug 2024 0 repositories listed
• Set2Seq Transformer: Learning Permutation Aware Set Representations of Artistic Sequences
  6 Aug 2024 0 repositories listed
• PreMix: Addressing Label Scarcity in Whole Slide Image Classification with Pre-trained Multiple Instance Learning Aggregators
  2 Aug 2024 0 repositories listed
• CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images
  1 Aug 2024 0 repositories listed
• MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images
  31 Jul 2024 0 repositories listed
• Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images
  30 Jul 2024 0 repositories listed
• Distilling High Diagnostic Value Patches for Whole Slide Image Classification Using Attention Mechanism
  29 Jul 2024 0 repositories listed
• Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning
  24 Jul 2024 0 repositories listed
• HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment
  9 Jul 2024 0 repositories listed
• Multiple Instance Verification
  9 Jul 2024 0 repositories listed
• Characterizing the Interpretability of Attention Maps in Digital Pathology
  2 Jul 2024 0 repositories listed
• Robust compressive tracking via online weighted multiple instance learning
  14 Jun 2024 0 repositories listed
• MMIL: A novel algorithm for disease associated cell type discovery
  12 Jun 2024 0 repositories listed
• Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification
  2 Jun 2024 0 repositories listed
• Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property
  23 May 2024 0 repositories listed
• Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis
  20 May 2024 0 repositories listed
• Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fréchet Domain Distance
  16 May 2024 0 repositories listed
• Learning from Partial Label Proportions for Whole Slide Image Segmentation
  15 May 2024 0 repositories listed
• Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
  25 Apr 2024 0 repositories listed
• Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection
  19 Apr 2024 0 repositories listed
• Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation
  19 Apr 2024 0 repositories listed
• Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images
  16 Apr 2024 0 repositories listed
• FRACTAL: Fine-Grained Scoring from Aggregate Text Labels
  7 Apr 2024 0 repositories listed
• Transportation mode recognition based on low-rate acceleration and location signals with an attention-based multiple-instance learning network
  5 Apr 2024 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.