| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 |
| G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification | Oct 20, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Controller-Guided Partial Label Consistency Regularization with Unlabeled Data | Oct 20, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Continual Learning with Evolving Class Ontologies | Oct 10, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Meta Objective Guided Disambiguation for Partial Label Learning | Aug 26, 2022 | Partial Label Learningvalid | —Unverified | 0 |
| PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification | Aug 22, 2022 | image-classificationImage Classification | —Unverified | 0 |
| ProPaLL: Probabilistic Partial Label Learning | Aug 21, 2022 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| CASS: Cross Architectural Self-Supervision for Medical Image Analysis | Jun 8, 2022 | ClassificationMedical Image Analysis | CodeCode Available | 1 |
| Progressive Purification for Instance-Dependent Partial Label Learning | Jun 2, 2022 | Partial Label Learning | —Unverified | 0 |
| Decompositional Generation Process for Instance-Dependent Partial Label Learning | Apr 8, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning | Feb 11, 2022 | Image ClassificationPartial Label Learning | CodeCode Available | 1 |
| Webly-Supervised Fine-Grained Recognition with Partial Label Learning | Feb 9, 2022 | Partial Label Learning | CodeCode Available | 0 |
| PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning | Jan 22, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 2 |
| Learning with Proper Partial Labels | Dec 23, 2021 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| 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 |
| On the Robustness of Average Losses for Partial-Label Learning | Jun 11, 2021 | Partial Label LearningWeakly Supervised Classification | —Unverified | 0 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Few-Shot Partial-Label Learning | Jun 2, 2021 | Few-Shot LearningMetric Learning | —Unverified | 0 |
| OPAM: Online Purchasing-behavior Analysis using Machine learning | Feb 2, 2021 | BIG-bench Machine LearningPartial Label Learning | CodeCode Available | 0 |
| Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization | Dec 1, 2020 | Partial Label Learningvalid | —Unverified | 0 |
| On the Power of Deep but Naive Partial Label Learning | Oct 22, 2020 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Provably Consistent Partial-Label Learning | Jul 17, 2020 | Multi-class ClassificationPartial Label Learning | —Unverified | 0 |
