<p align=center>𝓐𝔀𝓮𝓼𝓸𝓶𝓮 𝓟𝓪𝓻𝓪𝓶𝓮𝓽𝓮𝓻-𝓔𝓯𝓯𝓲𝓬𝓲𝓮𝓷𝓽 𝓣𝓻𝓪𝓷𝓼𝓯𝓮𝓻 𝓛𝓮𝓪𝓻𝓷𝓲𝓷𝓰</p>

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🎯 <span id="head1"> *Datasets of Visual PETL* </span>

Unified Tuning

• Visual prompt tuning - Grained Visual Classification tasks. |
• A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark - 1k consists of 19 diverse visual classification tasks.|
• The kinetics human action video dataset. - OA3Y50OWtPJ/view?usp=sharing) | Video Action Recognition|
• The “something something” Video Database for Learning and Evaluating Visual Common Sense - datasets/something-something) | Video Action Recognition|
• HMDB:ALargeVideo Database for Human Motion Recognition - lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database/) | Video Action Recognition|
• RESOUND: Towards Action Recognition without Representation Bias
• UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
• Microsoft COCO: Common Objects in Context
• Semantic Understanding of Scenes through the ADE20K Dataset
• The Pascal Visual Object Classes Challenge: A Retrospective

💬 <span id="head1"> *Keywords* </span>

🐌 <span id="head1"> *Papers* </span>

Adapter Tuning

• [Paper - blue)
• [Paper - ViT)]
• [Paper - Adapter)]
• [Paper - image-models.github.io/)]
• [Paper - adapters/)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - adapter)]
• [Paper - Adapter)]
• [Paper - Adapter/I2V-Adapter-repo)]
• [Paper - blue)
• [Paper - cd/unet-finetune)]
• [Paper - VLL/CAST)]
• [Paper - blue)
• [Paper
• [Paper
• [Paper - Tuning)]
• [Paper - blue)
• [Paper - blue)
• [Paper

Prefix Tuning

• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)

Prompt Tuning

• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - IDPT)]
• [Paper - zhu/ViPT)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - Visual-Prompt)]
• [Paper - blue)
• [Paper - blue)
• [Paper - VLAA/EVP)]
• [Paper - Group/ILM-VP)]
• [Paper - blue)
• [Paper - blue)
• [Paper - prompt-learning)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - anything)]
• [Paper - blue)
• [Paper - blue)
• [Paper - duan/DG-SCT)]
• [Paper - blue)
• [Paper - blue)
• [paper - blue)
• [Paper - blue)
• [Paper - IDPT)]
• [Paper - anything)]

Reparameter Tuning

• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - Chen/EFFT-EFfective-Factor-Tuning)]
• [Paper - ai-lab/PEViT)]
• [Paper - Group/DnA)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - blue)
• [Paper - zju/PointLoRA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]
• [Paper - Group/DnA)]

Side Tuning

• [Paper - blue)
• [Paper - Side-Tuning)]
• [Paper - Adapter)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - LST)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)

Specification Tuning

• [Paper - Better)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - pytorch)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)

Unified Tuning

• [Paper - PETL)]
• [Paper - parameter-efficient-tuning)]
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)
• [Paper - blue)