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| Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference | May 31, 2024 | Open-World Semi-Supervised Learning | —Unverified | 0 |
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| Open-World Semi-Supervised Learning for Node Classification | Mar 18, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Robust Semi-Supervised Learning for Self-learning Open-World Classes | Jan 15, 2024 | Open-World Semi-Supervised LearningSelf-Learning | CodeCode Available | 0 |
| Targeted Representation Alignment for Open-World Semi-Supervised Learning | Jan 1, 2024 | Maximum SeparationOpen-World Semi-Supervised Learning | CodeCode Available | 1 |
| A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning | Nov 6, 2023 | ClusteringOpen-World Semi-Supervised Learning | CodeCode Available | 0 |
| Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning | Sep 21, 2023 | Open-World Semi-Supervised LearningRepresentation Learning | CodeCode Available | 1 |
| Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning | Sep 21, 2023 | Open-World Semi-Supervised LearningRepresentation Learning | CodeCode Available | 1 |
| Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning | Sep 21, 2023 | Novel Class DiscoveryOpen-World Semi-Supervised Learning | CodeCode Available | 1 |
| Towards Unbiased Training in Federated Open-world Semi-supervised Learning | May 1, 2023 | Open-World Semi-Supervised LearningTransfer Learning | —Unverified | 0 |
| Parametric Classification for Generalized Category Discovery: A Baseline Study | Nov 21, 2022 | ClassificationNovel Class Discovery | CodeCode Available | 1 |
| OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning | Jul 5, 2022 | Open-World Semi-Supervised Learning | CodeCode Available | 1 |
| Towards Realistic Semi-Supervised Learning | Jul 5, 2022 | Novel Class DiscoveryOpen-World Semi-Supervised Learning | CodeCode Available | 1 |
| Generalized Category Discovery | Jan 7, 2022 | Fine-Grained Visual RecognitionOpen-World Semi-Supervised Learning | CodeCode Available | 2 |
| Open-World Semi-Supervised Learning | Feb 6, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
