Xiaolong He

FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding

Contrastive Language-Image Pre-training (CLIP) achieves impressive performance on tasks like image classification and image-text retrieval by learning on large-scale image-text datasets. However, CLIP struggles with dense prediction tasks due to the poor grasp of the fine-grained details. Although e…