This repository lists some awesome public projects about Zero-shot/Few-shot Learning based on CLIP (Contrastive Language-Image Pre-Training).
☆31Nov 28, 2024Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆55Apr 19, 2024Updated 2 years ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆101Updated this week
- ☆32Mar 7, 2024Updated 2 years ago
- ECCV2024: Adversarial Prompt Tuning for Vision-Language Models☆31Mar 7, 2026Updated 7 months ago
- ☆42Dec 11, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Awesome List of Vision Language Prompt Papers☆48Nov 9, 2023Updated 2 years ago
- Official PyTorch implementation for "RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection" (ICCV2025).☆27Oct 20, 2025Updated last year
- [ICCV 2025] Official implementation of "Hierarchical Cross-modal Prompt Learning for Vision-Language Models"☆58Apr 12, 2026Updated 6 months ago
- [AAAI 2025] Towards Audio-visual Navigation in Noisy Environments: A Large-scale Benchmark Dataset and An Architecture Considering Multip…☆17May 21, 2026Updated 5 months ago
- [CVPR 2025] Offical implementation of the paper "Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters The…☆31Sep 3, 2026Updated 2 months ago
- The summary of code and paper for few-shot learning in fine-grained recognition☆84Jun 26, 2025Updated last year
- This is the official repository for our recent paper "SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entrop…☆12Jan 20, 2026Updated 9 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆179Dec 14, 2023Updated 2 years ago
- PyTorch implementation of unsupervised brain anomaly detection the paper entitled: "REFLECT: Rectified Flows for Efficient Brain Anomaly…☆10Sep 11, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Space-Time Interaction Graph Parsing Networks for Human-Object Interaction Recognition，ACM MM'21☆14May 12, 2022Updated 4 years ago
- Self-Navigated Residual Mamba for Universal Industrial Anomaly Detection☆12Aug 10, 2025Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆106Jul 5, 2025Updated last year
- Code for the paper "Open-Source Image Editing Models Are Zero-Shot Vision Learners".☆15May 7, 2026Updated 5 months ago
- Official implementation of "MadCLIP: Few-shot Medical Anomaly Detection with CLIP" (MICCAI 2025, Early Accepted).☆33Jul 24, 2025Updated last year
- CVPR2025-Multi-party Collaborative Attention Control for Image Customization☆17May 14, 2025Updated last year
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆801Jul 17, 2026Updated 3 months ago
- A High-Quality Rendering-Based Synthetic Dataset for Aero Engine Blade Defect Inspection☆18Oct 18, 2026Updated 2 weeks ago
- Official Implementation for "CFPO: Counterfactual Policy Optimization for Multimodal Reasoning" (ICML 2026)☆16Jul 13, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for the paper 'Medical diffusion on a budget: textual inversion for medical image generation'☆13Dec 11, 2024Updated last year
- We study open-set supervised 3D anomaly detection in industrial scenarios, with a focus on detecting unknown defects that are not observe…☆14May 27, 2026Updated 5 months ago
- Collection of publically available vision datasets and some utilities.☆14Aug 9, 2025Updated last year
- ☆13May 16, 2025Updated last year
- ☆14Feb 10, 2026Updated 8 months ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆28Dec 31, 2023Updated 2 years ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆46Mar 5, 2024Updated 2 years ago
- Official PyTorch Implementation of Advancing Metallic Surface Defect Detection via Anomaly-Guided Pretraining on a Large Industrial Datas…☆14Jun 4, 2026Updated 5 months ago
- ☆14Nov 29, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICML 2026] CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception☆18Aug 5, 2026Updated 3 months ago
- Awesome Compositional Zero-shot Learning papers.☆16Oct 20, 2026Updated 2 weeks ago
- ☆43Apr 8, 2024Updated 2 years ago
- The official implementation of the NeurIPS 2024 paper “FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification.…☆10Apr 29, 2026Updated 6 months ago
- [NeurIPS 2026] UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs☆22Oct 28, 2026Updated last week
- ☆14May 6, 2025Updated last year
- Few shot learning for human pose estimation☆32Apr 13, 2024Updated 2 years ago