The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".
☆101Nov 4, 2026Updated this week
Alternatives and similar repositories for VLM-MMA
Users that are interested in VLM-MMA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆86May 24, 2024Updated 2 years ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆126Jul 15, 2024Updated 2 years ago
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆801Jul 17, 2026Updated 3 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆291Sep 28, 2023Updated 3 years ago
- [CVPR 2025 & IJCV2026] Official PyTorch Code for "MMRL: Multi-Modal Representation Learning for Vision-Language Models" and its extension…☆117Apr 6, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆827Jul 24, 2023Updated 3 years ago
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆20Jul 18, 2024Updated 2 years ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆179Dec 14, 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)…☆84Jun 7, 2025Updated last year
- The official pytorch implemention of our IJCV-2025 paper "Learning with Enriched Inductive Biases for Vision-Language Models".☆15Jul 6, 2026Updated 4 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆97Jul 4, 2024Updated 2 years ago
- ☆24Jun 12, 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…☆300Jun 6, 2025Updated last year
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆348Dec 14, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository lists some awesome public projects about Zero-shot/Few-shot Learning based on CLIP (Contrastive Language-Image Pre-Traini…☆31Nov 28, 2024Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆106Sep 4, 2026Updated 2 months ago
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆128Dec 17, 2024Updated last year
- ☆110Dec 7, 2023Updated 2 years ago
- ☆25Dec 15, 2025Updated 10 months ago
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆53Jul 10, 2025Updated last year
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆53Mar 14, 2025Updated last year
- Implementation code for the paper "CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification", acc…☆13Mar 8, 2025Updated last year
- [ECCV 2024] - Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation☆62Feb 20, 2026Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆108Feb 11, 2024Updated 2 years ago
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆53Mar 13, 2025Updated last year
- ☆32Mar 7, 2024Updated 2 years ago
- Official implementation of CVPR 2024 paper "Prompt Learning via Meta-Regularization".☆31Mar 10, 2025Updated last year
- One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models☆60Apr 25, 2026Updated 6 months ago
- [ICCV 2025] Official implementation of "Hierarchical Cross-modal Prompt Learning for Vision-Language Models"☆58Apr 12, 2026Updated 6 months ago
- [AAAI 2024] TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training☆117Jan 9, 2024Updated 2 years ago
- Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))☆217Oct 21, 2022Updated 4 years ago
- ECCV2024: Adversarial Prompt Tuning for Vision-Language Models☆31Mar 7, 2026Updated 8 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,431Nov 3, 2023Updated 3 years ago
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆50Apr 28, 2026Updated 6 months ago
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆2,241May 20, 2024Updated 2 years ago
- [ICCV 2023] Code for "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"☆150Apr 21, 2024Updated 2 years ago
- ☆61May 2, 2025Updated last year
- [ICCV 2025] Official Repository for "Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models"☆23Nov 10, 2025Updated 11 months ago
- [NeurIPS 2023] Meta-Adapter☆48Nov 21, 2023Updated 2 years ago