jaycheney / Awesome-CLIP-Few-Shot-LearningLinks
This repository lists some awesome public projects about Zero-shot/Few-shot Learning based on CLIP (Contrastive Language-Image Pre-Training).
☆26Updated 10 months ago
Alternatives and similar repositories for Awesome-CLIP-Few-Shot-Learning
Users that are interested in Awesome-CLIP-Few-Shot-Learning are comparing it to the libraries listed below
Sorting:
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆44Updated 6 months ago
- ☆50Updated last year
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆108Updated 4 months ago
- ☆26Updated last year
- [CVPR 2025] Official PyTorch Code for "MMRL: Multi-Modal Representation Learning for Vision-Language Models" and its extension "MMRL++: P…☆76Updated 3 months ago
- [CVPR2024] Simple Semantic-Aided Few-Shot Learning☆50Updated last year
- [AAAI 2024] TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training☆102Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆81Updated last year
- CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation☆76Updated last year
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆84Updated last year
- Official pytorch implementation of ZiRa, a method for incremental vision language object detection (IVLOD)，which has been accepted by Neu…☆27Updated 11 months ago
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆113Updated 9 months ago
- A curated list of papers, datasets and resources pertaining to zero-shot object detection.☆27Updated 2 years ago
- Source code of the paper Fine-Grained Visual Classification via Internal Ensemble Learning Transformer☆52Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆102Updated last year
- Official Repository for CVPR 2024 Paper: "Large Language Models are Good Prompt Learners for Low-Shot Image Classification"☆38Updated last year
- ☆46Updated 7 months ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆277Updated 2 years ago
- Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)☆70Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆100Updated 3 months ago
- ☆23Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆129Updated last month
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆30Updated 11 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆42Updated last year
- Pytorch implementation of "Learning Domain-Aware Detection Head with Prompt Tuning" (NeurIPS 2023)☆20Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆82Updated 5 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆74Updated 8 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆247Updated 3 weeks ago
- ☆27Updated last year
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆54Updated 2 years ago