| Reconstructing Training Data with Informed Adversaries | Jan 13, 2022 | MemorizationReconstruction Attack | CodeCode Available | 1 |
| Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification | Jan 1, 2022 | MemorizationPerson Re-Identification | CodeCode Available | 1 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Dec 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning with Noisy Correspondence for Cross-modal Matching | Dec 1, 2021 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations | Oct 22, 2021 | BenchmarkingLearning with noisy labels | CodeCode Available | 1 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 |
