zhengli97 / Awesome-Prompt-Adapter-Learning-for-VLMsLinks
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
☆739Updated last month
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"☆344Updated last month
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation …☆505Updated 9 months ago
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆795Updated 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…☆277Updated 7 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆281Updated 2 years ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆266Updated 3 months ago
- ☆79Updated 2 months ago
- A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..☆810Updated 2 months ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆410Updated last year
- ☆568Updated 3 years ago
- Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT☆121Updated 3 weeks ago
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆136Updated 3 weeks ago
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,202Updated 2 years ago
- ☆655Updated 2 years ago
- (TPAMI 2024) A Survey on Open Vocabulary Learning☆979Updated 3 weeks ago
- [ICLR 2025 Spotlight] This is the official repository for our paper: ''Enhancing Pre-trained Representation Classifiability can Boost its…☆25Updated 8 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆95Updated 8 months ago
- A curated list of prompt-based paper in computer vision and vision-language learning.☆928Updated 2 years ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆583Updated 5 months ago
- A curated list of papers and resources related to Described Object Detection, Open-Vocabulary/Open-World Object Detection and Referring E…☆341Updated 2 months ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,180Updated 2 months ago
- A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of…☆181Updated last month
- Collection of Composed Image Retrieval (CIR) papers.☆300Updated 3 weeks ago
- This is the official repo of MLLM-CL.☆59Updated 3 months ago
- The official GitHub page for the survey paper "CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey". And thi…☆61Updated last week
- A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.☆500Updated last week
- ☆150Updated last year
- Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future☆213Updated 9 months ago
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆2,157Updated last year
- Pytorch implementation of "Test-time Adaptation for Cross-modal Retrieval with Query Shift".☆31Updated last month