jianghaojun / Awesome-Parameter-Efficient-Transfer-Learning
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
☆393Updated 3 months ago
Alternatives and similar repositories for Awesome-Parameter-Efficient-Transfer-Learning:
Users that are interested in Awesome-Parameter-Efficient-Transfer-Learning are comparing it to the libraries listed below
- A Survey on multimodal learning research.☆320Updated last year
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,074Updated last year
- Reading list for research topics in Masked Image Modeling☆332Updated last month
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆335Updated 2 years ago
- A curated list of prompt-based paper in computer vision and vision-language learning.☆908Updated last year
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆176Updated last year
- Low rank adaptation for Vision Transformer☆373Updated 10 months ago
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆387Updated this week
- ☆494Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆423Updated 5 months ago
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆226Updated last year
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆699Updated last year
- Exploring Visual Prompts for Adapting Large-Scale Models☆270Updated 2 years ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆175Updated last year
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆476Updated 6 months ago
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation …☆419Updated 2 months ago
- Recent Advances in Vision and Language Pre-training (VLP)☆290Updated last year
- [Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)☆313Updated 3 months ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆520Updated 2 years ago
- Official Open Source code for "Scaling Language-Image Pre-training via Masking"☆409Updated last year
- ☆573Updated last year
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆235Updated last year
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆262Updated 3 weeks ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆264Updated last year
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆247Updated last year
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆235Updated 5 months ago
- An up-to-date list of works on Multi-Task Learning☆321Updated last month
- ☆481Updated 2 months ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆184Updated last month
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆151Updated last year