| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| GOMAA-Geo: GOal Modality Agnostic Active Geo-localization | Jun 4, 2024 | Contrastive Learninggeo-localization | CodeCode Available | 1 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection | Nov 28, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| FRESA:Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Mar 24, 2025 | 3D CanonicalizationZero-shot Generalization | CodeCode Available | 1 |
| Equivariant Image Modeling | Mar 24, 2025 | Image GenerationZero-shot Generalization | CodeCode Available | 1 |
| FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images | Jan 1, 2025 | 3D CanonicalizationZero-shot Generalization | CodeCode Available | 1 |
| Learning Quadrupedal Locomotion over Challenging Terrain | Oct 21, 2020 | 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 |
| From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning | Apr 17, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | 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 |
| Generalizable Facial Expression Recognition | Aug 20, 2024 | Domain AdaptationFacial Expression Recognition | CodeCode Available | 1 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 |
| Generalization to New Actions in Reinforcement Learning | Nov 3, 2020 | reinforcement-learningReinforcement Learning | 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 Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
