yunncheng / MMRLLinks
[CVPR 2025] 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".
☆81Updated 4 months ago
Alternatives and similar repositories for MMRL
Users that are interested in MMRL are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆109Updated 5 months ago
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆46Updated 8 months ago
- 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☆85Updated last year
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆74Updated 6 months ago
- [ICCV 2025] Official PyTorch Code for "Advancing Textual Prompt Learning with Anchored Attributes"☆105Updated 3 weeks ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆84Updated last year
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆132Updated 2 months ago
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆55Updated 2 months ago
- [CVPR 2025] Few-shot Recognition via Stage-Wise Retrieval-Augmented Finetuning☆26Updated last month
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆67Updated last year
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆54Updated 2 years ago
- cliptrase☆46Updated last year
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆32Updated 2 months ago
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆105Updated 5 months ago
- [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models☆54Updated last year
- [CVPR 2025 Highlight] Official Pytorch codebase for paper: "Assessing and Learning Alignment of Unimodal Vision and Language Models"☆51Updated 3 months ago
- [AAAI 2024] TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training☆103Updated last year
- [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation☆111Updated 7 months ago
- OVMR: Open-Vocabulary Recognition with Multi-Modal References (CVPR24)☆33Updated 5 months ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆83Updated last year
- [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection☆47Updated 3 months ago
- [CVPR 2025] RAP: Retrieval-Augmented Personalization☆74Updated 3 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Updated 9 months ago
- Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models☆142Updated 3 weeks ago
- Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"☆162Updated 3 weeks ago
- ☆21Updated 6 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆88Updated 6 months ago
- Continual Forgetting for Pre-trained Vision Models (CVPR 2024)☆68Updated 4 months ago
- ☆59Updated last year