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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 6 of 8: papers 501 to 600 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.

• RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment
  13 Jul 2022 0 repositories listed
• Deep Multiple Instance Learning For Forecasting Stock Trends Using Financial News
  29 Jun 2022 0 repositories listed
• Rank the triplets: A ranking-based multiple instance learning framework for detecting HPV infection in head and neck cancers using routine H&E images
  16 Jun 2022 0 repositories listed
• Multiple Instance Learning for Digital Pathology: A Review on the State-of-the-Art, Limitations & Future Potential
  9 Jun 2022 0 repositories listed
• Pancreatic Cancer ROSE Image Classification Based on Multiple Instance Learning with Shuffle Instances
  7 Jun 2022 0 repositories listed
• Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
  3 Jun 2022 0 repositories listed
• Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations
  1 Jun 2022 0 repositories listed
• A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations
  31 May 2022 0 repositories listed
• Attention Awareness Multiple Instance Neural Network
  27 May 2022 0 repositories listed
• Learning Instance Representation Banks for Aerial Scene Classification
  27 May 2022 0 repositories listed
• Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Action Recognition
  23 May 2022 0 repositories listed
• Scaling up sign spotting through sign language dictionaries
  9 May 2022 0 repositories listed
• Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
  26 Apr 2022 0 repositories listed Syntology 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
• Colorectal cancer survival prediction using deep distribution based multiple-instance learning
  24 Apr 2022 0 repositories listed
• Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification
  22 Apr 2022 0 repositories listed
• Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
  21 Apr 2022 0 repositories listed
• Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object Detection
  14 Apr 2022 0 repositories listed
• A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning
  6 Apr 2022 0 repositories listed
• Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering
  31 Mar 2022 0 repositories listed
• A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection
  27 Mar 2022 0 repositories listed
• Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification
  26 Mar 2022 0 repositories listed
• Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning
  20 Mar 2022 0 repositories listed
• Attention-effective multiple instance learning on weakly stem cell colony segmentation
  9 Mar 2022 0 repositories listed
• Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling
  9 Mar 2022 0 repositories listed
• Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups
  23 Feb 2022 0 repositories listed
• Brain Cancer Survival Prediction on Treatment-na ive MRI using Deep Anchor Attention Learning with Vision Transformer
  3 Feb 2022 0 repositories listed
• A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos
  1 Jan 2022 0 repositories listed
• An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation
  1 Jan 2022 0 repositories listed
• Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data
  16 Dec 2021 0 repositories listed
• Multi-Attention Multiple Instance Learning
  11 Dec 2021 0 repositories listed
• Uncertainty-Aware Multiple Instance Learning from Large-Scale Long Time Series Data
  16 Nov 2021 0 repositories listed
• Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging
  1 Nov 2021 0 repositories listed
• Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning
  1 Nov 2021 0 repositories listed
• MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images
  22 Oct 2021 0 repositories listed
• Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection
  18 Oct 2021 0 repositories listed
• Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection
  14 Oct 2021 0 repositories listed
• Reliable Shot Identification for Complex Event Detection via Visual-Semantic Embedding
  12 Oct 2021 0 repositories listed
• Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification
  2 Oct 2021 0 repositories listed
• Active Deep Multiple Instance Learning
  29 Sep 2021 0 repositories listed
• WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need
  13 Sep 2021 0 repositories listed
• Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study
  6 Sep 2021 0 repositories listed
• Joint Multiple Intent Detection and Slot Filling via Self-distillation
  18 Aug 2021 0 repositories listed
• Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation
  6 Aug 2021 0 repositories listed
• A Multiple-Instance Learning Approach for the Assessment of Gallbladder Vascularity from Laparoscopic Images
  26 Jul 2021 0 repositories listed
• Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset
  20 Jul 2021 0 repositories listed
• Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: towards model generalization within and across multiple thyroid cohorts.
  20 Jul 2021 0 repositories listed
• Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations
  20 Jul 2021 0 repositories listed
• Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning
  8 Jul 2021 0 repositories listed
• Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation
  19 Jun 2021 0 repositories listed
• Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction
  31 May 2021 0 repositories listed
• Learning to Select Cuts for Efficient Mixed-Integer Programming
  28 May 2021 0 repositories listed
• Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics
  29 Apr 2021 0 repositories listed
• An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI
  20 Apr 2021 0 repositories listed
• A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers
  15 Apr 2021 0 repositories listed
• Few-shot Weakly-Supervised Object Detection via Directional Statistics
  25 Mar 2021 0 repositories listed
• Training image classifiers using Semi-Weak Label Data
  19 Mar 2021 0 repositories listed
• Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
  18 Mar 2021 0 repositories listed
• Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events
  10 Mar 2021 0 repositories listed
• An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images
  2 Mar 2021 0 repositories listed
• A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
  7 Feb 2021 0 repositories listed
• Anomalous Event Recognition in Videos Based on Joint Learningof Motion and Appearance with Multiple Ranking Measures
  2 Feb 2021 0 repositories listed
• Distribution Based MIL Pooling Filters are Superior to Point Estimate Based Counterparts
  1 Jan 2021 0 repositories listed
• Towards end-to-end disease prediction from raw metagenomic data
  1 Jan 2021 0 repositories listed
• A Visual Mining Approach to Improved Multiple-Instance Learning
  14 Dec 2020 0 repositories listed
• Nonlinear Distribution Regression for Remote Sensing Applications
  7 Dec 2020 0 repositories listed
• Classifying bacteria clones using attention-based deep multiple instance learning interpreted by persistence homology
  2 Dec 2020 0 repositories listed
• PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data
  22 Nov 2020 0 repositories listed
• Cascade Attentive Dropout for Weakly Supervised Object Detection
  20 Nov 2020 0 repositories listed
• A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning
  5 Nov 2020 0 repositories listed
• Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification
  1 Nov 2020 0 repositories listed
• Power pooling: An adaptive pooling function for weakly labelled sound event detection
  20 Oct 2020 0 repositories listed
• Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations
  29 Sep 2020 0 repositories listed
• Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning
  7 Sep 2020 0 repositories listed
• Certainty Pooling for Multiple Instance Learning
  24 Aug 2020 0 repositories listed
• Sharp Multiple Instance Learning for DeepFake Video Detection
  11 Aug 2020 0 repositories listed
• Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM
  30 Jul 2020 0 repositories listed
• Learning Person Re-identification Models from Videos with Weak Supervision
  21 Jul 2020 0 repositories listed
• Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos
  21 Jul 2020 0 repositories listed
• MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes
  2 Jul 2020 0 repositories listed
• Multiple Instance Learning for Content Feedback Localization without Annotation
  1 Jul 2020 0 repositories listed
• SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection
  23 Jun 2020 0 repositories listed
• Pain Intensity Estimation from Mobile Video Using 2D and 3D Facial Keypoints
  17 Jun 2020 0 repositories listed
• Studying The Effect of MIL Pooling Filters on MIL Tasks
  2 Jun 2020 0 repositories listed
• Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution
  1 Jun 2020 0 repositories listed
• Kernel Self-Attention in Deep Multiple Instance Learning
  25 May 2020 0 repositories listed
• Detecting Parkinsonian Tremor from IMU Data Collected In-The-Wild using Deep Multiple-Instance Learning
  6 May 2020 0 repositories listed
• Automatic In-the-wild Dataset Annotation with Deep Generalized Multiple Instance Learning
  1 May 2020 0 repositories listed
• Learning from Noisy Labels with Noise Modeling Network
  1 May 2020 0 repositories listed
• A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms
  24 Apr 2020 0 repositories listed
• Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers
  12 Apr 2020 0 repositories listed
• Deep Learning based detection of Acute Aortic Syndrome in contrast CT images
  3 Apr 2020 0 repositories listed
• Set-Constrained Viterbi for Set-Supervised Action Segmentation
  27 Feb 2020 0 repositories listed
• 3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos
  4 Feb 2020 0 repositories listed
• A Weak Supervision Approach to Detecting Visual Anomalies for Automated Testing of Graphics Units
  9 Dec 2019 0 repositories listed
• Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis
  10 Nov 2019 0 repositories listed
• Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning
  1 Nov 2019 0 repositories listed
• Predicting Discourse Structure using Distant Supervision from Sentiment
  30 Oct 2019 0 repositories listed
• DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images
  25 Oct 2019 0 repositories listed
• Towards Train-Test Consistency for Semi-supervised Temporal Action Localization
  24 Oct 2019 0 repositories listed
• Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding
  23 Oct 2019 0 repositories listed

Syntology lines on 1 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.