 Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data
Quality over QuantityInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 Meta-Prompting for Automating Zero-shot Visual Recognition with LLMsEuropean Conference on Computer Vision (ECCV), 2024 |
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 An Empirical Study Into What Matters for Calibrating Vision-Language
ModelsInternational Conference on Machine Learning (ICML), 2024 |
 A Closer Look at the Robustness of Contrastive Language-Image
Pre-Training (CLIP)Neural Information Processing Systems (NeurIPS), 2024 |
 Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality GapInternational Conference on Learning Representations (ICLR), 2024 |
 The Neglected Tails in Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024 |
 Concept-Guided Prompt Learning for Generalization in Vision-Language
ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 |
