| Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization | Jun 5, 2023 | DiversityDomain Generalization | —Unverified | 0 |
| Advancing African-Accented Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models | Jun 3, 2023 | Accented Speech RecognitionActive Learning | CodeCode Available | 0 |
| TransRUPNet for Improved Polyp Segmentation | Jun 3, 2023 | DecoderOut-of-Distribution Generalization | CodeCode Available | 0 |
| Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization | Jun 1, 2023 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation | Jun 1, 2023 | Ensemble LearningImage Segmentation | CodeCode Available | 1 |
| The Tunnel Effect: Building Data Representations in Deep Neural Networks | May 31, 2023 | Continual Learningimage-classification | —Unverified | 0 |
| Contextual Vision Transformers for Robust Representation Learning | May 30, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization | May 28, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
| Out-of-Distribution Generalization in Text Classification: Past, Present, and Future | May 23, 2023 | Out-of-Distribution Generalizationtext-classification | —Unverified | 0 |
| Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization | May 20, 2023 | DiversityOut-of-Distribution Generalization | CodeCode Available | 0 |
| SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization | May 19, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code | May 6, 2023 | Continual LearningGeneral Knowledge | —Unverified | 0 |
| Invariant Representations in Deep Learning for Optoacoustic Imaging | Apr 29, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics | Apr 27, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Implicit Counterfactual Data Augmentation for Robust Learning | Apr 26, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| On the Generalization of Learned Structured Representations | Apr 25, 2023 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| Understanding and Improving Feature Learning for Out-of-Distribution Generalization | Apr 22, 2023 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| Out-of-Variable Generalization for Discriminative Models | Apr 16, 2023 | Out-of-Distribution Generalization | —Unverified | 0 |
| Predictive Heterogeneity: Measures and Applications | Apr 1, 2023 | Autonomous DrivingCrop Yield Prediction | —Unverified | 0 |
| A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias | Mar 23, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 |
| Improving Generalization with Domain Convex Game | Mar 23, 2023 | DiversityDomain Generalization | CodeCode Available | 0 |
| Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric | Mar 23, 2023 | Out-of-Distribution GeneralizationQuantum Machine Learning | —Unverified | 0 |
| Learning Transductions and Alignments with RNN Seq2seq Models | Mar 13, 2023 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-Learning | Mar 12, 2023 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
