donghao51 / Awesome-Multimodal-AdaptationLinks
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models
☆150Updated 2 weeks ago
Alternatives and similar repositories for Awesome-Multimodal-Adaptation
Users that are interested in Awesome-Multimodal-Adaptation are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Official PyTorch Code for "MMRL: Multi-Modal Representation Learning for Vision-Language Models" and its extension "MMRL++: P…☆90Updated 6 months ago
- Collection of Unsupervised Learning Methods for Vision-Language Models (VLMs)☆76Updated last month
- [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation☆71Updated last year
- [CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation☆53Updated last year
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆44Updated last year
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆56Updated last year
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆94Updated 8 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆260Updated 3 months ago
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆48Updated 9 months ago
- [CVPR 2024] TEA: Test-time Energy Adaptation☆71Updated last year
- [CVPR2025] Rethinking Query-based Transformer for Continual Image Segmentation☆41Updated 5 months ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Updated last month
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆281Updated 2 years ago
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆111Updated last year
- ☆49Updated 10 months ago
- ☆46Updated last year
- Official implementation of ResCLIP: Residual Attention for Training-free Dense Vision-language Inference☆55Updated 2 months ago
- 定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)☆72Updated last year
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆55Updated last year
- Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.☆79Updated last year
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆49Updated 5 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆89Updated last year
- CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation☆77Updated last year
- Continual Forgetting for Pre-trained Vision Models (CVPR 2024)☆68Updated last week
- (CVPR2024 Highlight) Novel Class Discovery for Ultra-Fine-Grained Visual Categorization (UFG-NCD)☆23Updated last year
- Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT☆121Updated last week
- [ECCV 2024] Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision☆43Updated 7 months ago
- Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"☆36Updated 5 months ago
- [ECCV 2024] Soft Prompt Generation for Domain Generalization☆28Updated last year
- Generative Multi-modal Models are Good Class Incremental Learners, CVPR 2024 [PyTorch Code]☆49Updated last year