| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions | Oct 7, 2021 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Weak Novel Categories without Tears: A Survey on Weak-Shot Learning | Oct 6, 2021 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation | Sep 9, 2021 | DecoderDialogue Generation | CodeCode Available | 1 |
| eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges | Jul 13, 2021 | DiversitySelf-Supervised Learning | CodeCode Available | 1 |
| Open-set Label Noise Can Improve Robustness Against Inherent Label Noise | Jun 21, 2021 | Learning with noisy labelsOut-of-Distribution Detection | CodeCode Available | 1 |