| Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training | Jan 1, 2023 | Data AugmentationSentence | —Unverified | 0 | 0 |
| Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound | Oct 19, 2020 | GPUImage Segmentation | —Unverified | 0 | 0 |
| MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification | Aug 23, 2024 | ClassificationDiversity | —Unverified | 0 | 0 |
| Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images | Feb 27, 2022 | Multi-Task LearningRepresentation Learning | —Unverified | 0 | 0 |
| Meta Objective Guided Disambiguation for Partial Label Learning | Aug 26, 2022 | Partial Label Learningvalid | —Unverified | 0 | 0 |
| Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation | May 27, 2020 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation | Jun 27, 2024 | Anomaly DetectionGraph Generation | —Unverified | 0 | 0 |
| MixBag: Bag-Level Data Augmentation for Learning from Label Proportions | Aug 17, 2023 | Data AugmentationWeakly-supervised Learning | —Unverified | 0 | 0 |
| Mixture Proportion Estimation via Kernel Embedding of Distributions | Mar 8, 2016 | Anomaly DetectionWeakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups | Feb 23, 2022 | Multiple Instance LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
| Certainty Pooling for Multiple Instance Learning | Aug 24, 2020 | Multiple Instance LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
| Moderately Supervised Learning: Definition, Framework and Generality | Aug 27, 2020 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| MonoGRNet: A General Framework for Monocular 3D Object Detection | Apr 18, 2021 | 2D Object Detection3D Object Detection | —Unverified | 0 | 0 |
| More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning | Jul 14, 2019 | Binary ClassificationComputational Efficiency | —Unverified | 0 | 0 |
| CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning | Sep 16, 2019 | Diagnosticimage-classification | —Unverified | 0 | 0 |
| Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events | Mar 10, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models | Jan 13, 2020 | General ClassificationImage Classification | —Unverified | 0 | 0 |
| Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning | Feb 26, 2018 | ClusteringGeneral Classification | —Unverified | 0 | 0 |
| Multi-fold MIL Training for Weakly Supervised Object Localization | Jun 1, 2014 | Multiple Instance LearningObject | —Unverified | 0 | 0 |
| Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis | Mar 1, 2018 | Temporal SequencesWeakly-supervised Learning | —Unverified | 0 | 0 |
| Cardiac Adipose Tissue Segmentation via Image-Level Annotations | Jun 9, 2022 | SegmentationWeakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly supervised learning for pattern classification in serial femtosecond crystallography | Jul 30, 2023 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation | Jan 13, 2023 | Travel Time EstimationWeakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly Supervised Learning for Salient Object Detection | Jan 29, 2015 | Objectobject-detection | —Unverified | 0 | 0 |
| Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping | Aug 14, 2020 | Multi-Task LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
| Neural Intrinsic Embedding for Non-rigid Point Cloud Matching | Mar 2, 2023 | Point Cloud RegistrationWeakly-supervised Learning | —Unverified | 0 | 0 |
| CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer | Aug 24, 2020 | AttributeImage Generation | —Unverified | 0 | 0 |
| Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis | Sep 18, 2024 | ClassificationDenoising | —Unverified | 0 | 0 |
| A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem | Oct 8, 2020 | Edge DetectionWeakly-supervised Learning | —Unverified | 0 | 0 |
| Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation | May 20, 2025 | AnatomySegmentation | —Unverified | 0 | 0 |
| Weakly Supervised Learning Meets Ride-Sharing User Experience Enhancement | Jan 19, 2020 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| On Bottleneck Features for Text-Dependent Speaker Verification Using X-vectors | May 15, 2020 | Contrastive LearningSpeaker Verification | —Unverified | 0 | 0 |
| On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning | Jul 13, 2024 | Long-tail LearningPartial Label Learning | —Unverified | 0 | 0 |
| Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection | Apr 17, 2019 | Change DetectionSemantic Segmentation | —Unverified | 0 | 0 |
| On graph-based reentrancy-free semantic parsing | Feb 15, 2023 | Semantic ParsingTAG | —Unverified | 0 | 0 |
| RACH-Space: Reconstructing Adaptive Convex Hull Space with Applications in Weak Supervision | Jul 10, 2023 | Ensemble LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
| On Learning Latent Models with Multi-Instance Weak Supervision | Jun 23, 2023 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly supervised learning of actions from transcripts | Oct 7, 2016 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Weakly Supervised Learning of Affordances | May 10, 2016 | Human-Object Interaction DetectionImage Segmentation | —Unverified | 0 | 0 |
| On the Importance of Visual Context for Data Augmentation in Scene Understanding | Sep 6, 2018 | Data AugmentationInstance Segmentation | —Unverified | 0 | 0 |
| Weakly supervised learning of allomorphy | Sep 1, 2017 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation | Mar 29, 2022 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 0 | 0 |
| Open Problem: Learning with Variational Objectives on Measures | Jun 20, 2023 | Out-of-Distribution GeneralizationWeakly-supervised Learning | —Unverified | 0 | 0 |
| Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation | May 21, 2025 | In-Context LearningLarge Language Model | —Unverified | 0 | 0 |
| Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives | Apr 18, 2022 | Change Detectionimage-classification | —Unverified | 0 | 0 |
| Adversarial Label Learning | May 22, 2018 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Optimizing Average Precision using Weakly Supervised Data | Jun 1, 2014 | Action ClassificationBinary Classification | —Unverified | 0 | 0 |
| OT-LLP: Optimal Transport for Learning from Label Proportions | Jan 1, 2021 | Weakly-supervised Learning | —Unverified | 0 | 0 |
| Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning | Mar 15, 2022 | Weakly-supervised Learningwhole slide images | —Unverified | 0 | 0 |
| Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports | May 23, 2024 | Clinical KnowledgeDescriptive | —Unverified | 0 | 0 |