Neil Lin

Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs

Despite Multimodal Large Language Models (MLLMs) showing promising results on general zero-shot image classification tasks, fine-grained image classification remains challenging. It demands precise attention to subtle visual details to distinguish between visually similar subcategories—details that…