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| LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds | Oct 14, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties | Oct 14, 2022 | Drug DiscoveryTransfer Learning | CodeCode Available | 0 |
| Label Propagation with Weak Supervision | Oct 7, 2022 | Weakly Supervised ClassificationWeakly-supervised Learning | CodeCode Available | 0 |
| COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation | Oct 4, 2022 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation | Oct 2, 2022 | Scene UnderstandingSegmentation | CodeCode Available | 0 |
| Weakly Supervised Formula Learner for Solving Mathematical Problems | Oct 1, 2022 | Mathematical ReasoningQuestion Answering | CodeCode Available | 0 |
| From Weakly Supervised Learning to Active Learning | Sep 23, 2022 | Active LearningWeakly-supervised Learning | —Unverified | 0 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Reduction from Complementary-Label Learning to Probability Estimates | Sep 20, 2022 | Weakly-supervised Learning | —Unverified | 0 |
