| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| DePT: Decoupled Prompt Tuning | Sep 14, 2023 | Prompt EngineeringZero-shot Generalization | CodeCode Available | 1 |
| Boosting Segment Anything Model Towards Open-Vocabulary Learning | Dec 6, 2023 | modelObject | CodeCode Available | 1 |
| Delving into Out-of-Distribution Detection with Medical Vision-Language Models | Mar 2, 2025 | Benchmarkingimage-classification | CodeCode Available | 1 |
| LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation Models | Feb 6, 2025 | zero-shot-classificationZero-shot Generalization | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| Learning Quadrupedal Locomotion over Challenging Terrain | Oct 21, 2020 | Zero-shot Generalization | CodeCode Available | 1 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Visual Grounding for Object-Level Generalization in Reinforcement Learning | Aug 4, 2024 | Language ModellingObject | CodeCode Available | 1 |
| Beyond the LUMIR challenge: The pathway to foundational registration models | May 30, 2025 | Image RegistrationZero-shot Generalization | CodeCode Available | 1 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| μLO: Compute-Efficient Meta-Generalization of Learned Optimizers | May 31, 2024 | GPUZero-shot Generalization | CodeCode Available | 1 |
| M^2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning | Sep 24, 2024 | Zero-shot Generalization | CodeCode Available | 1 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Neural-Logic Human-Object Interaction Detection | Nov 16, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| CLIP-Embed-KD: Computationally Efficient Knowledge Distillation Using Embeddings as Teachers | Apr 9, 2024 | Knowledge DistillationZero-shot Generalization | CodeCode Available | 1 |
| Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models | Mar 19, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization | Mar 16, 2024 | Zero-shot Generalization | CodeCode Available | 1 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | CodeCode Available | 1 |
