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a novel dynamic reconfiguration paradigm for Parameter-Efficient Fine-Tuning (PEFT) that adaptively adjusts the trainable structure during training to achieve a great performance

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DAF : DYNAMIC-ADAPTIVE-FINE-TUNING-OF-VISION-TRANSFORMERS

a novel dynamic reconfiguration paradigm for Parameter-Efficient Fine-Tuning (PEFT) that adaptively adjusts the trainable structure during training to achieve a great performance

Our paper is currently under submission to ICLR 2026.

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DAF Main Structure

Main Results

Our proposed DAF consistently outperforms existing state-of-the-art PEFT methods on the challenging VTAB-1k benchmark.

DAF Main Results

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a novel dynamic reconfiguration paradigm for Parameter-Efficient Fine-Tuning (PEFT) that adaptively adjusts the trainable structure during training to achieve a great performance

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