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| Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models | May 12, 2025 | Disentanglementimage-classification | —Unverified | 0 |
| Rethinking Graph Out-Of-Distribution Generalization: A Learnable Random Walk Perspective | May 9, 2025 | Density EstimationOut-of-Distribution Generalization | —Unverified | 0 |
| Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization | May 8, 2025 | AttributeBenchmarking | —Unverified | 0 |
| Benchmarking Ophthalmology Foundation Models for Clinically Significant Age Macular Degeneration Detection | May 8, 2025 | BenchmarkingOut-of-Distribution Generalization | —Unverified | 0 |
| Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification | Apr 17, 2025 | DiversityGaussian Processes | CodeCode Available | 0 |
| GaussVideoDreamer: 3D Scene Generation with Video Diffusion and Inconsistency-Aware Gaussian Splatting | Apr 14, 2025 | 3D Generation3D Scene Reconstruction | —Unverified | 0 |
| Global Intervention and Distillation for Federated Out-of-Distribution Generalization | Apr 1, 2025 | AttributeData Augmentation | —Unverified | 0 |
| FedMM-X: A Trustworthy and Interpretable Framework for Federated Multi-Modal Learning in Dynamic Environments | Mar 25, 2025 | Federated LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry | Mar 23, 2025 | image-classificationImage Classification | —Unverified | 0 |
