| Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective | Nov 29, 2021 | Motion ForecastingOut-of-Distribution Generalization | CodeCode Available | 1 |
| Composing Partial Differential Equations with Physics-Aware Neural Networks | Nov 23, 2021 | Out-of-Distribution Generalization | —Unverified | 0 |
| Deformation Robust Roto-Scale-Translation Equivariant CNNs | Nov 22, 2021 | Out-of-Distribution GeneralizationTranslation | —Unverified | 0 |
| Covariate Shift in High-Dimensional Random Feature Regression | Nov 16, 2021 | BIG-bench Machine LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Masked Autoencoders Are Scalable Vision Learners | Nov 11, 2021 | DecoderDomain Generalization | CodeCode Available | 1 |
| Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference | Nov 1, 2021 | Adversarial Natural Language InferenceNatural Language Inference | CodeCode Available | 1 |
| Simple data balancing achieves competitive worst-group-accuracy | Oct 27, 2021 | Model SelectionOut-of-Distribution Generalization | CodeCode Available | 1 |
| SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation | Oct 23, 2021 | Few-Shot LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Learning Representations that Support Robust Transfer of Predictors | Oct 19, 2021 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Towards Robust Waveform-Based Acoustic Models | Oct 16, 2021 | Data AugmentationInductive Bias | —Unverified | 0 |
