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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 288 30

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 68 4

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

   [NeurIPS 2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with Transduction".

   Python 54 2

4. StatA StatA Public

   [CVPR 2025 - Highlight] Official implementation of the paper "Realistic Test-Time Adaptation of Vision-Language Models" (StatA).

   Python 58 1

5. vocabulary-free-FSL vocabulary-free-FSL Public

   [CVPRW 2025] Official implementation of the paper "Vocabulary-free few-shot learning for Vision-Language Models".

   Python 22

6. 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 64 3