most citedNEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training

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cs.CV2024★ 2 cited

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…

cs.CV2024

A Multiscale Gradient Fusion Method for Edge Detection in Color Images Utilizing the CBM3D Filter

Zhuoyue Wang, Yiyi Tao, Danqing Ma +1

In this paper, a color edge detection strategy based on collaborative filtering combined with multiscale gradient fusion is proposed. The block-matching and 3D (BM3D) filter are us…