NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training

Yiyi Tao, Zhuoyue Wang, Hang Zhang +1

The success of Vision Language Models (VLMs) on various vision-language tasks heavily relies on pre-training with large scale web-crawled datasets. However, the noisy and incomplet…