| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Model Generalization on Text Attribute Graphs: Principles with Large Language Models | Feb 17, 2025 | AttributeGraph Learning | CodeCode Available | 1 | 5 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization | Feb 23, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | 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 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | 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 |
