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1. CLIP-LoRA CLIP-LoRA Public

   An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPRW 2024].

   Python 157 15

2. MTA MTA Public

   [CVPR 2024] Zero-shot method for Vision-Language Models based on a robust formulation of the MeanShift algorithm for Test-time Augmentation (MTA).

   Python 52 3

3. transduction-for-vlms transduction-for-vlms Public

   [NeurIPS2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with Transduction".

   Python 38 1

4. StatA StatA Public

   Official implementation of the paper "Realistic Test-Time Adaptation of Vision-Language Models" (StatA).

   Python 29

5. elkhouryk/RS-TransCLIP elkhouryk/RS-TransCLIP Public

   [ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

   Python 44 1

6. cfuchs2023/OGA cfuchs2023/OGA Public

   Official repository for "Online Gaussian Test-Time Adaptation of Vision-Language Models."

   Python 22 1