MaxZanella / CLIP-LoRA
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].
☆151Updated 3 months ago
Alternatives and similar repositories for CLIP-LoRA:
Users that are interested in CLIP-LoRA are comparing it to the libraries listed below
- [CVPR 2024] Zero-shot method for Vision-Language Models based on a robust formulation of the MeanShift algorithm for Test-time Augmentati…☆52Updated last month
- [NeurIPS2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with T…☆38Updated last week
- Official repository for "Online Gaussian Test-Time Adaptation of Vision-Language Models."☆22Updated this week
- Official implementation of the paper "Realistic Test-Time Adaptation of Vision-Language Models" (StatA).☆29Updated last week
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆98Updated last month
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆248Updated last year
- (Best Paper Awar-MedAGI) Boosting Vision Language Models for Histopathology Classification☆15Updated 4 months ago
- ☆30Updated 9 months ago
- ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No☆131Updated last year
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆103Updated 11 months ago
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆262Updated 3 weeks ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆48Updated 5 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆65Updated 7 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆151Updated last year
- [ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"☆44Updated this week
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆90Updated 5 months ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆73Updated 6 months ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆63Updated 7 months ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆95Updated 10 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆175Updated 2 months ago
- ☆75Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆90Updated last month
- Model calibration in CLIP Adapters☆13Updated 4 months ago
- ☆24Updated 10 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆39Updated 6 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆68Updated 6 months ago
- ☆15Updated this week
- [ISBI25] Fine-tuning of foundation models with LoRA for cytology classification☆16Updated last week
- Code release for Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning☆38Updated 2 weeks ago
- [CVPR2024] Simple Semantic-Aided Few-Shot Learning☆31Updated 4 months ago