| ModelPred: A Framework for Predicting Trained Model from Training Data | Nov 24, 2021 | Data ValuationMemorization | CodeCode Available | 0 |
| FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning | Nov 22, 2021 | Continual LearningMemorization | —Unverified | 0 |
| Enhanced Membership Inference Attacks against Machine Learning Models | Nov 18, 2021 | BIG-bench Machine LearningMemorization | —Unverified | 0 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Data Contamination: From Memorization to Exploitation | Nov 16, 2021 | Memorization | —Unverified | 0 |
| LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification | Nov 16, 2021 | MemorizationPseudo Label | —Unverified | 0 |
| Regularising Fisher Information Improves Cross-lingual Generalisation | Nov 1, 2021 | Memorization | —Unverified | 0 |
| Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers | Oct 26, 2021 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations | Oct 22, 2021 | BenchmarkingLearning with noisy labels | CodeCode Available | 1 |
| Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark | Oct 22, 2021 | Answer GenerationMachine Reading Comprehension | —Unverified | 0 |