| Prompting Language-Informed Distribution for Compositional Zero-Shot Learning | May 23, 2023 | Compositional Zero-Shot LearningInformativeness | CodeCode Available | 1 | 5 |
| OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis | Jun 4, 2025 | Action GenerationDecision Making | CodeCode Available | 1 | 5 |
| Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction | Jan 21, 2023 | DiversityMinecraft | CodeCode Available | 1 | 5 |
| OW-OVD: Unified Open World and Open Vocabulary Object Detection | Jan 1, 2025 | AttributeIncremental Learning | CodeCode Available | 1 | 5 |
| DePT: Decoupled Prompt Tuning | Sep 14, 2023 | Prompt EngineeringZero-shot Generalization | CodeCode Available | 1 | 5 |
| Boosting Segment Anything Model Towards Open-Vocabulary Learning | Dec 6, 2023 | modelObject | CodeCode Available | 1 | 5 |
| Delving into Out-of-Distribution Detection with Medical Vision-Language Models | Mar 2, 2025 | Benchmarkingimage-classification | CodeCode Available | 1 | 5 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models | Mar 19, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| Visual Grounding for Object-Level Generalization in Reinforcement Learning | Aug 4, 2024 | Language ModellingObject | CodeCode Available | 1 | 5 |
| Beyond the LUMIR challenge: The pathway to foundational registration models | May 30, 2025 | Image RegistrationZero-shot Generalization | CodeCode Available | 1 | 5 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | CodeCode Available | 1 | 5 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 | 5 |
| PartDistillation: Learning Parts From Instance Segmentation | Jan 1, 2023 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Neural-Logic Human-Object Interaction Detection | Nov 16, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization | Mar 16, 2024 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 | 5 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments | May 8, 2025 | BenchmarkingPrompt Engineering | CodeCode Available | 1 | 5 |
| Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity | Mar 18, 2024 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following | Feb 28, 2023 | Instruction FollowingZero-shot Generalization | CodeCode Available | 1 | 5 |
| Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence | Jan 9, 2025 | Change DetectionZero-shot Generalization | CodeCode Available | 1 | 5 |
| NaturalProofs: Mathematical Theorem Proving in Natural Language | Mar 24, 2021 | Automated Theorem ProvingDomain Generalization | CodeCode Available | 1 | 5 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 | 5 |
| Nature-Inspired Population-Based Evolution of Large Language Models | Mar 3, 2025 | GPUZero-shot Generalization | CodeCode Available | 1 | 5 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels | Oct 4, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 | 5 |
| Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders | Nov 16, 2023 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| MuRF: Multi-Baseline Radiance Fields | Dec 7, 2023 | NeRFZero-shot Generalization | CodeCode Available | 1 | 5 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Improving Diffusion Models for Scene Text Editing with Dual Encoders | Apr 12, 2023 | Scene Text EditingStyle Transfer | CodeCode Available | 1 | 5 |
| IRanker: Towards Ranking Foundation Model | Jun 25, 2025 | GSM8Kmodel | CodeCode Available | 1 | 5 |
| A Universal Discriminator for Zero-Shot Generalization | Nov 15, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| Contextualize Me -- The Case for Context in Reinforcement Learning | Feb 9, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning | Jan 19, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| Exploring the Best Practices of Query Expansion with Large Language Models | Jan 12, 2024 | Information RetrievalRe-Ranking | CodeCode Available | 1 | 5 |
| Multimodal Instruction Tuning with Conditional Mixture of LoRA | Feb 24, 2024 | parameter-efficient fine-tuningZero-shot Generalization | CodeCode Available | 1 | 5 |
| Model Generalization on Text Attribute Graphs: Principles with Large Language Models | Feb 17, 2025 | AttributeGraph Learning | CodeCode Available | 1 | 5 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 | 5 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
