| Revisiting Weakly Supervised Pre-Training of Visual Perception Models | Jan 20, 2022 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 1 |
| Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective | Nov 29, 2021 | Motion ForecastingOut-of-Distribution Generalization | CodeCode Available | 1 |
| 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 |
| The Connection between Out-of-Distribution Generalization and Privacy of ML Models | Oct 7, 2021 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics | Sep 28, 2021 | Out-of-Distribution GeneralizationSystematic Generalization | CodeCode Available | 1 |
| Entity-Based Knowledge Conflicts in Question Answering | Sep 10, 2021 | HallucinationOut-of-Distribution Generalization | CodeCode Available | 1 |
