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01/29/2023
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization
We present a new paradigm for fine-tuning large-scale visionlanguage pre...
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05/30/2022
Prompt-aligned Gradient for Prompt Tuning
Thanks to the large pre-trained vision-language models (VLMs) like CLIP,...
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12/29/2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification
We address the overlooked unbiasedness in existing long-tailed classific...
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06/21/2020