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| FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Jan 1, 2025 | 3D CanonicalizationZero-shot Generalization | CodeCode Available | 1 |
| FRESA:Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Mar 24, 2025 | 3D CanonicalizationZero-shot Generalization | CodeCode Available | 1 |
| Foundation Models Knowledge Distillation For Battery Capacity Degradation Forecast | May 13, 2025 | Knowledge DistillationTime Series | CodeCode Available | 1 |
| MuRF: Multi-Baseline Radiance Fields | Dec 7, 2023 | NeRFZero-shot Generalization | CodeCode Available | 1 |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 |
| Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction | Jan 21, 2023 | DiversityMinecraft | CodeCode Available | 1 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| A Universal Discriminator for Zero-Shot Generalization | Nov 15, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Contextualize Me -- The Case for Context in Reinforcement Learning | Feb 9, 2022 | reinforcement-learningReinforcement Learning | 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 |
| Exploring the Best Practices of Query Expansion with Large Language Models | Jan 12, 2024 | Information RetrievalRe-Ranking | 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 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| NaturalProofs: Mathematical Theorem Proving in Natural Language | Mar 24, 2021 | Automated Theorem ProvingDomain Generalization | CodeCode Available | 1 |
| FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images | Mar 14, 2024 | 3D Medical Imaging SegmentationGPU | CodeCode Available | 1 |
| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 |
| Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence | Jan 9, 2025 | Change DetectionZero-shot Generalization | CodeCode Available | 1 |
| Generalizable Facial Expression Recognition | Aug 20, 2024 | Domain AdaptationFacial Expression Recognition | CodeCode Available | 1 |
| Model Generalization on Text Attribute Graphs: Principles with Large Language Models | Feb 17, 2025 | AttributeGraph Learning | CodeCode Available | 1 |
| Multimodal Instruction Tuning with Conditional Mixture of LoRA | Feb 24, 2024 | parameter-efficient fine-tuningZero-shot Generalization | CodeCode Available | 1 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks | Oct 31, 2017 | Machine TranslationTranslation | CodeCode Available | 1 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis | Jun 4, 2025 | Action GenerationDecision Making | CodeCode Available | 1 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 2022 | Zero-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 |
| COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection | Nov 28, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| Equivariant Image Modeling | Mar 24, 2025 | Image GenerationZero-shot Generalization | CodeCode Available | 1 |
| Multimodal Knowledge Alignment with Reinforcement Learning | May 25, 2022 | Audio captioningLanguage Modeling | 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 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything | Mar 12, 2024 | GPUPoint Tracking | CodeCode Available | 1 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | 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 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | 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 |
| Learning Quadrupedal Locomotion over Challenging Terrain | Oct 21, 2020 | Zero-shot Generalization | CodeCode Available | 1 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies | Jun 17, 2021 | Autonomous DrivingImage Augmentation | CodeCode Available | 1 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning | Sep 30, 2023 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 1 |
