Browse State-of-the-Art › Weakly-supervised Learning › Papers, page 4

Weakly-supervised Learning

Papers archive 2025-07-28

archive papers tagged: 613 · with a code link: 259 · where Syntology ran a sample: 51 (41 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (51 of 613 tagged: 41 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)

Page 4 of 7: papers 301 to 400 of 613, 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.

• Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports
  23 May 2024 0 repositories listed
• Pre-Trained Vision-Language Models as Partial Annotators
  23 May 2024 0 repositories listed
• Towards Graph Contrastive Learning: A Survey and Beyond
  20 May 2024 0 repositories listed
• Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types
  16 May 2024 0 repositories listed
• Learning from Partial Label Proportions for Whole Slide Image Segmentation
  15 May 2024 0 repositories listed
• DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects
  7 May 2024 0 repositories listed
• Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label
  15 Apr 2024 0 repositories listed
• Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization
  11 Apr 2024 0 repositories listed
• Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning
  7 Apr 2024 0 repositories listed
• RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos
  27 Mar 2024 0 repositories listed
• Graph Partial Label Learning with Potential Cause Discovering
  18 Mar 2024 0 repositories listed
• Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations
  14 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
• Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach
  27 Feb 2024 0 repositories listed
• Debiasing Machine Learning Models by Using Weakly Supervised Learning
  23 Feb 2024 0 repositories listed
• Symbolic Autoencoding for Self-Supervised Sequence Learning
  16 Feb 2024 0 repositories listed
• Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning
  7 Feb 2024 0 repositories listed
• Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs
  5 Feb 2024 0 repositories listed
• M²Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction
  15 Jan 2024 0 repositories listed
• Exploiting Data Hierarchy as a New Modality for Contrastive Learning
  6 Jan 2024 0 repositories listed
• Relational Matching for Weakly Semi-Supervised Oriented Object Detection
  1 Jan 2024 0 repositories listed
• Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning
  1 Jan 2024 0 repositories listed
• Aspect category learning and sentimental analysis using weakly supervised learning
  24 Dec 2023 0 repositories listed
• PARDINUS: Weakly supervised discarding of photo-trapping empty images based on autoencoders
  22 Dec 2023 0 repositories listed
• Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition
  28 Nov 2023 0 repositories listed
• Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning
  13 Nov 2023 0 repositories listed
• 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision
  19 Oct 2023 0 repositories listed
• A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection
  9 Oct 2023 0 repositories listed
• SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning
  30 Sep 2023 0 repositories listed
• SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap
  21 Sep 2023 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Unified Risk Analysis for Weakly Supervised Learning
  15 Sep 2023 0 repositories listed
• Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery
  14 Sep 2023 0 repositories listed
• MagiCapture: High-Resolution Multi-Concept Portrait Customization
  13 Sep 2023 0 repositories listed
• LanSER: Language-Model Supported Speech Emotion Recognition
  7 Sep 2023 0 repositories listed
• Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation
  4 Sep 2023 0 repositories listed
• Robust Representation Learning for Unreliable Partial Label Learning
  31 Aug 2023 0 repositories listed
• The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning
  24 Aug 2023 0 repositories listed
• MixBag: Bag-Level Data Augmentation for Learning from Label Proportions
  17 Aug 2023 0 repositories listed
• Improving Mass Detection in Mammography Images: A Study of Weakly Supervised Learning and Class Activation Map Methods
  7 Aug 2023 0 repositories listed
• Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise
  4 Aug 2023 0 repositories listed
• Weakly supervised learning for pattern classification in serial femtosecond crystallography
  30 Jul 2023 0 repositories listed
• The Whole Pathological Slide Classification via Weakly Supervised Learning
  12 Jul 2023 0 repositories listed
• The Staged Knowledge Distillation in Video Classification: Harmonizing Student Progress by a Complementary Weakly Supervised Framework
  11 Jul 2023 0 repositories listed
• RACH-Space: Reconstructing Adaptive Convex Hull Space with Applications in Weak Supervision
  10 Jul 2023 0 repositories listed
• Style-transfer based Speech and Audio-visual Scene Understanding for Robot Action Sequence Acquisition from Videos
  27 Jun 2023 0 repositories listed
• On Learning Latent Models with Multi-Instance Weak Supervision
  23 Jun 2023 0 repositories listed
• Open Problem: Learning with Variational Objectives on Measures
  20 Jun 2023 0 repositories listed
• Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images
  12 Jun 2023 0 repositories listed
• Rethinking Weak Supervision in Helping Contrastive Learning
  7 Jun 2023 0 repositories listed
• Local Boosting for Weakly-Supervised Learning
  5 Jun 2023 0 repositories listed
• AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth
  26 May 2023 0 repositories listed
• AUC Optimization from Multiple Unlabeled Datasets
  25 May 2023 0 repositories listed
• Enhancing Label Sharing Efficiency in Complementary-Label Learning with Label Augmentation
  15 May 2023 0 repositories listed
• Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection
  10 May 2023 0 repositories listed
• Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer
  13 Apr 2023 0 repositories listed
• Semi-Weakly Supervised Object Kinematic Motion Prediction
  31 Mar 2023 0 repositories listed
• JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization
  30 Mar 2023 0 repositories listed
• Defect detection using weakly supervised learning
  27 Mar 2023 0 repositories listed
• CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning
  18 Mar 2023 0 repositories listed
• AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image
  11 Mar 2023 0 repositories listed
• Pseudo Labels Regularization for Imbalanced Partial-Label Learning
  6 Mar 2023 0 repositories listed
• Neural Intrinsic Embedding for Non-rigid Point Cloud Matching
  2 Mar 2023 0 repositories listed
• Unreliable Partial Label Learning with Recursive Separation
  20 Feb 2023 0 repositories listed
• On graph-based reentrancy-free semantic parsing
  15 Feb 2023 0 repositories listed
• Generalized Uncertainty of Deep Neural Networks: Taxonomy and Applications
  2 Feb 2023 0 repositories listed
• ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
  28 Jan 2023 0 repositories listed
• Parkinson gait modelling from an anomaly deep representation
  26 Jan 2023 0 repositories listed
• Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation
  13 Jan 2023 0 repositories listed
• Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Input
  9 Jan 2023 0 repositories listed
• RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels
  1 Jan 2023 0 repositories listed
• RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension
  1 Jan 2023 0 repositories listed
• Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency
  1 Jan 2023 0 repositories listed
• Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training
  1 Jan 2023 0 repositories listed
• Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery
  26 Dec 2022 0 repositories listed
• THMA: Tencent HD Map AI System for Creating HD Map Annotations
  14 Dec 2022 0 repositories listed
• Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions
  15 Nov 2022 0 repositories listed
• Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images
  31 Oct 2022 0 repositories listed
• Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection
  18 Oct 2022 0 repositories listed
• LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds
  14 Oct 2022 0 repositories listed
• GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation
  2 Oct 2022 0 repositories listed
• From Weakly Supervised Learning to Active Learning
  23 Sep 2022 0 repositories listed
• Reduction from Complementary-Label Learning to Probability Estimates
  20 Sep 2022 0 repositories listed
• Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
  13 Sep 2022 0 repositories listed
• Meta Objective Guided Disambiguation for Partial Label Learning
  26 Aug 2022 0 repositories listed
• ProPaLL: Probabilistic Partial Label Learning
  21 Aug 2022 0 repositories listed
• Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis
  18 Aug 2022 0 repositories listed
• Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach
  29 Jul 2022 0 repositories listed
• Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images
  29 Jul 2022 0 repositories listed
• Cardiac Adipose Tissue Segmentation via Image-Level Annotations
  9 Jun 2022 0 repositories listed
• Bazinga! A Dataset for Multi-Party Dialogues Structuring
  1 Jun 2022 0 repositories listed
• Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Action Recognition
  23 May 2022 0 repositories listed
• Preparing data for pathological artificial intelligence with clinical-grade performance
  22 May 2022 0 repositories listed
• Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning
  6 May 2022 0 repositories listed
• Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives
  18 Apr 2022 0 repositories listed
• Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels
  30 Mar 2022 0 repositories listed
• On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
  29 Mar 2022 0 repositories listed
• Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning
  15 Mar 2022 0 repositories listed
• Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting
  12 Mar 2022 0 repositories listed
• Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability
  11 Mar 2022 0 repositories listed
• Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation
  7 Mar 2022 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.