zhengli97 / Awesome-Prompt-Adapter-Learning-for-VLMs
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
☆387Updated this week
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
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆262Updated 3 weeks ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆247Updated last year
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation …☆419Updated 2 months ago
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆699Updated last year
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,074Updated last year
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆393Updated 3 months ago
- ☆494Updated 2 years ago
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆313Updated 3 months ago
- A curated list of prompt-based paper in computer vision and vision-language learning.☆908Updated last year
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆175Updated 2 months ago
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆98Updated last month
- Open source implementation of "Vision Transformers Need Registers"☆162Updated 2 months ago
- A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..☆523Updated last month
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆184Updated last month
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆92Updated 6 months ago
- A curated list of papers and resources related to Described Object Detection, Open-Vocabulary/Open-World Object Detection and Referring E…☆237Updated last month
- Cross-modal few-shot adaptation with CLIP☆318Updated 10 months ago
- ☆244Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆151Updated last year
- Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future☆140Updated last month
- [CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want☆765Updated 5 months ago
- ☆573Updated last year
- Low rank adaptation for Vision Transformer☆373Updated 10 months ago
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆187Updated last year
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, arXiv2024]☆76Updated 5 months ago
- Exploring Visual Prompts for Adapting Large-Scale Models☆270Updated 2 years ago
- (TPAMI 2024) A Survey on Open Vocabulary Learning☆874Updated last month
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆90Updated 5 months ago
- ☆181Updated 4 months ago
- Official implementation of SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference☆141Updated 3 months ago