| Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models | Jul 8, 2024 | DisentanglementOut-of-Distribution Generalization | CodeCode Available | 0 |
| AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation | Jul 5, 2024 | Action RecognitionFew-Shot Image Classification | CodeCode Available | 2 |
| SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning | Jul 3, 2024 | Few-Shot LearningGeneral Knowledge | —Unverified | 0 |
| Face Reconstruction Transfer Attack as Out-of-Distribution Generalization | Jul 2, 2024 | Face RecognitionFace Reconstruction | CodeCode Available | 0 |
| CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes | Jun 21, 2024 | ClassificationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs | Jun 21, 2024 | InformativenessOut-of-Distribution Generalization | —Unverified | 0 |
| Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models | Jun 18, 2024 | Out-of-Distribution GeneralizationTime Series | —Unverified | 0 |
| Insect Identification in the Wild: The AMI Dataset | Jun 18, 2024 | Data AugmentationDiversity | CodeCode Available | 0 |
| Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex | Jun 16, 2024 | BenchmarkingObject Recognition | —Unverified | 0 |
| Enhancing Anomaly Detection Generalization through Knowledge Exposure: The Dual Effects of Augmentation | Jun 15, 2024 | Anomaly DetectionOut-of-Distribution Generalization | CodeCode Available | 0 |
