jianghaojun / Awesome-Parameter-Efficient-Transfer-LearningLinks
A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.
☆401Updated 8 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
Sorting:
- A curated list of prompt-based paper in computer vision and vision-language learning.☆921Updated last year
- A Survey on multimodal learning research.☆328Updated last year
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆231Updated last year
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆182Updated last year
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆503Updated 11 months ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆187Updated last year
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,110Updated last year
- Reading list for research topics in Masked Image Modeling☆333Updated 6 months ago
- Exploring Visual Prompts for Adapting Large-Scale Models☆280Updated 2 years ago
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆359Updated 2 years ago
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆750Updated last year
- Recent Advances in Vision and Language Pre-training (VLP)☆293Updated last year
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆310Updated 2 months ago
- ☆334Updated last year
- ☆529Updated 2 years ago
- This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation …☆463Updated 2 months ago
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆238Updated 2 years ago
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆236Updated last year
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆280Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆447Updated 10 months ago
- Official Open Source code for "Scaling Language-Image Pre-training via Masking"☆425Updated 2 years ago
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆279Updated last year
- Low rank adaptation for Vision Transformer☆409Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆165Updated last year
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆265Updated last year
- [ICCV2023] Dataset Quantization☆258Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆116Updated 10 months ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆214Updated this week
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆550Updated last week
- ☆517Updated 6 months ago