yunncheng / MMRLLinks
[CVPR 2025 & IJCV2026] Official PyTorch Code for "MMRL: Multi-Modal Representation Learning for Vision-Language Models" and its extension "MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models".
☆95Updated this week
Alternatives and similar repositories for MMRL
Users that are interested in MMRL 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]☆49Updated 10 months ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Updated 2 months ago
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆89Updated last year
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆56Updated 5 months ago
- CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation☆79Updated last year
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆79Updated last month
- ☆23Updated 9 months ago
- [CVPR 2025 Highlight] Official Pytorch codebase for paper: "Assessing and Learning Alignment of Unimodal Vision and Language Models"☆56Updated 5 months ago
- Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT☆122Updated 2 weeks ago
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆55Updated 2 years ago
- cliptrase☆47Updated last year
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆51Updated 6 months ago
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆40Updated 2 weeks ago
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆69Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆143Updated 5 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆56Updated last year
- The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …☆62Updated last year
- [CVPR 2025] Few-shot Recognition via Stage-Wise Retrieval-Augmented Finetuning☆29Updated last month
- 【NeurIPS 2024】Official implementation of "Visual Fourier Prompt Tuning"☆39Updated last year
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆70Updated 3 weeks ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆85Updated last year
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Updated last year
- Official Pytorch implementation of "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning". (ICCV2023)☆72Updated 2 years ago
- ☆62Updated 7 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Updated last year
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆44Updated last year
- [CVPR 2025] RAP: Retrieval-Augmented Personalization☆79Updated 2 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆95Updated 9 months ago
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆45Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆103Updated last year