| LIMO: Less is More for Reasoning | Feb 5, 2025 | MathMathematical Reasoning | CodeCode Available | 5 |
| LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders | May 24, 2025 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 4 |
| Deep Residual Learning for Image Recognition | Dec 10, 2015 | Classification | CodeCode Available | 4 |
| MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts | May 2, 2024 | Combinatorial OptimizationMixture-of-Experts | CodeCode Available | 3 |
| A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation | Oct 25, 2024 | Graph LearningOut-of-Distribution Generalization | CodeCode Available | 2 |
| AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation | Jul 5, 2024 | Action RecognitionFew-Shot Image Classification | CodeCode Available | 2 |
| A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation | Feb 6, 2024 | Out-of-Distribution GeneralizationPrompt Learning | CodeCode Available | 2 |
| UnIVAL: Unified Model for Image, Video, Audio and Language Tasks | Jul 30, 2023 | Out-of-Distribution Generalization | CodeCode Available | 2 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time | Mar 10, 2022 | Domain Generalization | CodeCode Available | 2 |
