| One-Prompt to Segment All Medical Images | May 17, 2023 | AllImage Segmentation | 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 |
| Improving Diffusion Models for Scene Text Editing with Dual Encoders | Apr 12, 2023 | Scene Text EditingStyle Transfer | CodeCode Available | 1 |
| Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting | Apr 6, 2023 | Action RecognitionPrompt Learning | CodeCode Available | 1 |
| Towards Open-Vocabulary Video Instance Segmentation | Apr 4, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following | Feb 28, 2023 | Instruction FollowingZero-shot Generalization | CodeCode Available | 1 |
| Zero-Shot Anomaly Detection via Batch Normalization | Feb 15, 2023 | Anomaly DetectionUnsupervised Anomaly Detection | CodeCode Available | 1 |
| Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction | Jan 21, 2023 | DiversityMinecraft | CodeCode Available | 1 |
| PartDistillation: Learning Parts From Instance Segmentation | Jan 1, 2023 | Instance SegmentationObject | CodeCode Available | 1 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Universal Discriminator for Zero-Shot Generalization | Nov 15, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PART: Pre-trained Authorship Representation Transformer | Sep 30, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| Multimodal Knowledge Alignment with Reinforcement Learning | May 25, 2022 | Audio captioningLanguage Modeling | CodeCode Available | 1 |
| What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? | Apr 12, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| MetaMorph: Learning Universal Controllers with Transformers | Mar 22, 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 |
| Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data | Dec 15, 2021 | Audio Source SeparationAudio Tagging | CodeCode Available | 1 |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 |
| CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation | Oct 6, 2021 | Image GenerationText to Image Generation | CodeCode Available | 1 |
| Single-dataset Experts for Multi-dataset Question Answering | Sep 28, 2021 | Question AnsweringReading Comprehension | CodeCode Available | 1 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
