A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
☆754Dec 1, 2025Updated 3 months ago
Alternatives and similar repositories for Awesome-Prompt-Adapter-Learning-for-VLMs
Users that are interested in Awesome-Prompt-Adapter-Learning-for-VLMs are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆347Dec 14, 2025Updated 2 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆95Apr 24, 2025Updated 10 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆84May 24, 2024Updated last year
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆806Jul 24, 2023Updated 2 years ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆285Sep 28, 2023Updated 2 years ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆116Jul 15, 2024Updated last year
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆2,182May 20, 2024Updated last year
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation …☆510Mar 18, 2025Updated 11 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆92Jul 4, 2024Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Nov 24, 2025Updated 3 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆174Dec 14, 2023Updated 2 years ago
- Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT☆125Jan 28, 2026Updated last month
- ☆21Dec 15, 2025Updated 2 months ago
- Collection of AWESOME vision-language models for vision tasks☆3,092Oct 14, 2025Updated 4 months ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆47Mar 14, 2025Updated 11 months ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆61Mar 24, 2025Updated 11 months ago
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]☆98Jun 16, 2025Updated 8 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Feb 3, 2025Updated last year
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,227Nov 14, 2025Updated 3 months ago
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆49Mar 13, 2025Updated 11 months ago
- [ICCV 2023] Code for "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"☆149Apr 21, 2024Updated last year
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆51Jul 10, 2025Updated 7 months ago
- The efficient tuning method for VLMs☆81Mar 10, 2024Updated 2 years ago
- [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.☆99Oct 20, 2025Updated 4 months ago
- A curated list of prompt-based paper in computer vision and vision-language learning.☆925Dec 18, 2023Updated 2 years ago
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆51Jul 30, 2025Updated 7 months ago
- (TPAMI 2024) A Survey on Open Vocabulary Learning☆994Dec 24, 2025Updated 2 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆270Sep 18, 2025Updated 5 months ago
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆110Feb 11, 2024Updated 2 years ago
- An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPR…☆287Jun 6, 2025Updated 9 months ago
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆126Dec 17, 2024Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆144Aug 22, 2025Updated 6 months ago
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆61Apr 8, 2024Updated last year
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,418Nov 3, 2023Updated 2 years ago
- ☆661Nov 28, 2023Updated 2 years ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆82Jun 7, 2025Updated 9 months ago
- ☆56Apr 19, 2024Updated last year
- Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]☆106Aug 22, 2023Updated 2 years ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆56Jul 9, 2024Updated last year