tim-learn / Awesome-LabelFree-VLMsLinks
Collection of Unsupervised Learning Methods for Vision-Language Models (VLMs)
☆46Updated this week
Alternatives and similar repositories for Awesome-LabelFree-VLMs
Users that are interested in Awesome-LabelFree-VLMs are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆43Updated 6 months ago
- Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models☆128Updated this week
- [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation☆69Updated last year
- ☆22Updated last year
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆53Updated last year
- [CVPR2025] The implementation of the paper "OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary".☆18Updated 5 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆84Updated last year
- Continual Forgetting for Pre-trained Vision Models (CVPR 2024)☆68Updated 2 months ago
- ☆19Updated 11 months ago
- cliptrase☆46Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆82Updated 5 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆81Updated last year
- [ECCV 2024] Soft Prompt Generation for Domain Generalization☆27Updated last year
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆53Updated last month
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…☆66Updated 8 months ago
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆58Updated last year
- PyTorch Implementation for InMaP☆10Updated last year
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆106Updated 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
- [ECCV' 24 Oral] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection☆28Updated last year
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆54Updated 2 years ago
- This is a community implementation for the paper EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularizatio…☆33Updated 2 years ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆51Updated last year
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated last year
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆106Updated last year
- ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆28Updated 9 months ago
- GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery （CVPR2025）☆22Updated 6 months ago
- [CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation☆47Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆100Updated 3 months ago
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆102Updated last year