| FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Jan 1, 2025 | 3D CanonicalizationZero-shot Generalization | CodeCode Available | 1 | 5 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| FRESA:Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Mar 24, 2025 | 3D CanonicalizationZero-shot Generalization | 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 |
| Foundation Models Knowledge Distillation For Battery Capacity Degradation Forecast | May 13, 2025 | Knowledge DistillationTime Series | CodeCode Available | 1 | 5 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation | Sep 1, 2023 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 | 5 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| A Universal Discriminator for Zero-Shot Generalization | Nov 15, 2022 | Zero-shot Generalization | 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 |
| Contextualize Me -- The Case for Context in Reinforcement Learning | Feb 9, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| ScaleFlow++: Robust and Accurate Estimation of 3D Motion from Video | Jul 13, 2024 | Autonomous DrivingMotion Estimation | 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 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | CodeCode Available | 1 | 5 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 | 5 |
| FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images | Mar 14, 2024 | 3D Medical Imaging SegmentationGPU | 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 |
| ScaleFlow++: Robust and Accurate Estimation of 3D Motion from Video | Sep 16, 2024 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Schema-Guided Dialogue State Tracking Task at DSTC8 | Feb 2, 2020 | Data AugmentationDialogue State Tracking | CodeCode Available | 1 | 5 |
| Generalizable Facial Expression Recognition | Aug 20, 2024 | Domain AdaptationFacial Expression Recognition | 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 |
| 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 |
| Generalization to New Actions in Reinforcement Learning | Nov 3, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks | Oct 31, 2017 | Machine TranslationTranslation | 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 |
| SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation | Jul 3, 2023 | Domain AdaptationTransfer Learning | CodeCode Available | 1 | 5 |
| COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection | Nov 28, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 | 5 |
| Equivariant Image Modeling | Mar 24, 2025 | Image GenerationZero-shot Generalization | CodeCode Available | 1 | 5 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 | 5 |
| IRanker: Towards Ranking Foundation Model | Jun 25, 2025 | GSM8Kmodel | CodeCode Available | 1 | 5 |
| SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation | Dec 11, 2024 | MambaSegmentation | CodeCode Available | 1 | 5 |
| SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies | Jun 17, 2021 | Autonomous DrivingImage Augmentation | 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 |
| GOMAA-Geo: GOal Modality Agnostic Active Geo-localization | Jun 4, 2024 | Contrastive Learninggeo-localization | 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 |
| Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition | Sep 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving | May 26, 2025 | Autonomous DrivingBench2Drive | CodeCode Available | 1 | 5 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | 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 |
| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | CodeCode Available | 1 | 5 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | 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 |
| M^2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning | Sep 24, 2024 | Zero-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 |
| Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following | Feb 28, 2023 | Instruction FollowingZero-shot Generalization | CodeCode Available | 1 | 5 |
| Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything | Mar 12, 2024 | GPUPoint Tracking | CodeCode Available | 1 | 5 |
