| SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels | May 2, 2022 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Self-Guided Learning to Denoise for Robust Recommendation | Apr 14, 2022 | DenoisingMemorization | CodeCode Available | 1 |
| UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning | Mar 28, 2022 | Contrastive LearningLearning with noisy labels | CodeCode Available | 1 |
| An Empirical Study of Memorization in NLP | Mar 23, 2022 | Memorization | CodeCode Available | 1 |
| Euler State Networks: Non-dissipative Reservoir Computing | Mar 17, 2022 | MemorizationTime Series | CodeCode Available | 1 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| On Learning Contrastive Representations for Learning with Noisy Labels | Mar 3, 2022 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Membership Inference Attacks and Defenses in Neural Network Pruning | Feb 7, 2022 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| Towards Adversarial Evaluations for Inexact Machine Unlearning | Jan 17, 2022 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings | Jan 14, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| 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 |
| Learning Transferable Parameters for Unsupervised Domain Adaptation | Aug 13, 2021 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations | Jul 10, 2021 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 |
| A comparison of LSTM and GRU networks for learning symbolic sequences | Jul 5, 2021 | Memorization | CodeCode Available | 1 |
| Understanding and Improving Early Stopping for Learning with Noisy Labels | Jun 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Graph Convolutional Memory using Topological Priors | Jun 27, 2021 | Memorizationreinforcement-learning | CodeCode Available | 1 |
