Awesome-Prompt-Adapter-Learning-for-VLMs icon indicating copy to clipboard operation
Awesome-Prompt-Adapter-Learning-for-VLMs copied to clipboard

Request to add new papers: AWT, ProVP, Self-TPT

Open zyuhan1999 opened this issue 4 months ago • 1 comments

Hi Zheng,

Thank you for your fantastic repository! I'm wondering if you could consider including my recent papers:

  • AWT Code (NeurIPS 2024): This paper discusses transferring VLMs to downstream tasks, such as zero-shot image/video classification and domain generalization, without any training. It also addresses few-shot scenarios with minimal training using an adapter.

  • ProVP Code (IJCV 2024): This paper explores a novel visual prompt tuning technique for transferring VLMs, with results reported on few-shot, base-to-new, and cross-dataset settings.

Additionally, if possible, could you also include my arXiv paper Self-TPT, which introduces a more efficient test-time prompt tuning (TPT) technique?

Thanks again for your efforts!

All the best,

Yuhan

zyuhan1999 avatar Oct 05 '24 14:10 zyuhan1999