| Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations | Oct 14, 2023 | Object RecognitionOut-of-Distribution Generalization | —Unverified | 0 |
| Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity? | Oct 14, 2023 | AttributeOut-of-Distribution Generalization | CodeCode Available | 1 |
| Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding | Oct 13, 2023 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Trustworthy Machine Learning | Oct 12, 2023 | Out-of-Distribution GeneralizationUncertainty Quantification | —Unverified | 0 |
| Towards Evaluating Generalist Agents: An Automated Benchmark in Open World | Oct 12, 2023 | BenchmarkingDiversity | CodeCode Available | 1 |
| Fairness under Covariate Shift: Improving Fairness-Accuracy tradeoff with few Unlabeled Test Samples | Oct 11, 2023 | FairnessOut-of-Distribution Generalization | CodeCode Available | 0 |
| Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization | Oct 10, 2023 | AttributeNatural Language Inference | —Unverified | 0 |
| Deep Concept Removal | Oct 9, 2023 | AttributeOut-of-Distribution Generalization | —Unverified | 0 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Robust Novelty Detection through Style-Conscious Feature Ranking | Oct 5, 2023 | Domain GeneralizationNovelty Detection | CodeCode Available | 0 |
