367-maple-multi-modal-prompt-learning

https://github.com/szu-advtech-2024/367-maple-multi-modal-prompt-learning

Science Score: 31.0%

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Host: GitHub
Owner: SZU-AdvTech-2024
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Created about 1 year ago · Last pushed about 1 year ago

Metadata Files

Citation

https://github.com/SZU-AdvTech-2024/367-MaPLe-Multi-modal-Prompt-Learning/blob/main/

## Conclusions:

Based on the original code of MaPLe, the following improvements were made:

* Firstly, the input prompts of MaPLe were modified to an average form of multiple template prompts. (Corresponding to modifications in the file `multimodal-prompt-learning-main/trainers/maple.py`).
* Secondly, shared adapter parameters were added between the text encoder and the image encoder. (Corresponding to modifications in the file `multimodal-prompt-learning-main/clip/model.py`).

Owner

Name: SZU-AdvTech-2024
Login: SZU-AdvTech-2024
Kind: organization

Repositories: 1
Profile: https://github.com/SZU-AdvTech-2024

Citation (citation.txt)

@inproceedings{REPO367,
    author = "Khattak, Muhammad Uzair and Rasheed, Hanoona and Maaz, Muhammad and Khan, Salman and Khan, Fahad Shahbaz",
    booktitle = "2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)",
    number = "",
    pages = "19113-19122",
    title = "{MaPLe: Multi-modal Prompt Learning}",
    volume = "",
    year = "2023"
}

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