most citedPrompt-aligned Gradient for Prompt Tuning

17 citations · 17 across the 3 of their papers we have counts for

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cs.CV2022★ 17 cited

Prompt-aligned Gradient for Prompt Tuning

Beier Zhu, Yulei Niu, Yucheng Han +2

Thanks to the large pre-trained vision-language models (VLMs) like CLIP, we can craft a zero-shot classifier by "prompt", e.g., the confidence score of an image being "[CLASS]" can…

cs.CV2022

Fast AdvProp

Jieru Mei, Yucheng Han, Yutong Bai +5

Adversarial Propagation (AdvProp) is an effective way to improve recognition models, leveraging adversarial examples. Nonetheless, AdvProp suffers from the extremely slow training…