| PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning | Jan 22, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 2 |
| Tuning the Right Foundation Models is What you Need for Partial Label Learning | Jun 5, 2025 | Model SelectionPartial Label Learning | CodeCode Available | 1 |
| Multi-Instance Partial-Label Learning with Margin Adjustment | Jan 22, 2025 | Partial Label Learning | CodeCode Available | 1 |
| S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions | May 23, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 |
| Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations | May 22, 2023 | Learning with noisy labelsPartial Label Learning | CodeCode Available | 1 |
| Towards Effective Visual Representations for Partial-Label Learning | May 10, 2023 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Partial Label Learning for Emotion Recognition from EEG | Feb 25, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Long-Tailed Partial Label Learning via Dynamic Rebalancing | Feb 10, 2023 | Partial Label Learning | CodeCode Available | 1 |
| Learning with Partial Labels from Semi-supervised Perspective | Nov 24, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| CASS: Cross Architectural Self-Supervision for Medical Image Analysis | Jun 8, 2022 | ClassificationMedical Image Analysis | CodeCode Available | 1 |
| CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning | Feb 11, 2022 | Image ClassificationPartial Label Learning | CodeCode Available | 1 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Contrastive Label Disambiguation for Partial Label Learning | Sep 29, 2021 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 |
| Exploiting Class Activation Value for Partial-Label Learning | Sep 29, 2021 | Multi-class ClassificationPartial Label Learning | CodeCode Available | 1 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Progressive Identification of True Labels for Partial-Label Learning | Feb 19, 2020 | Partial Label LearningStochastic Optimization | CodeCode Available | 1 |
| Exploiting the Potential Supervision Information of Clean Samples in Partial Label Learning | May 14, 2025 | AttributePartial Label Learning | —Unverified | 0 |
| Partial Label Clustering | May 6, 2025 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| Neuro-symbolic Weak Supervision: Theory and Semantics | Mar 24, 2025 | Inductive logic programmingPartial Label Learning | —Unverified | 0 |
| Robust Partial-Label Learning by Leveraging Class Activation Values | Feb 17, 2025 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| Realistic Evaluation of Deep Partial-Label Learning Algorithms | Feb 14, 2025 | Model SelectionPartial Label Learning | —Unverified | 0 |
| Partial-Label Learning with Conformal Candidate Cleaning | Feb 11, 2025 | Conformal PredictionPartial Label Learning | —Unverified | 0 |
| Towards Robust Incremental Learning under Ambiguous Supervision | Jan 23, 2025 | Incremental LearningPartial Label Learning | —Unverified | 0 |
