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08/24/2023
Towards Realistic Unsupervised Fine-tuning with CLIP
The emergence of vision-language models (VLMs), such as CLIP, has spurre...
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07/06/2023
Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification
Test-time adaptation (TTA) is a technique aimed at enhancing the general...
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03/19/2023
AdaptGuard: Defending Against Universal Attacks for Model Adaptation
Model adaptation aims at solving the domain transfer problem under the c...
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05/29/2022