[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".
☆118Apr 6, 2026Updated 6 months ago
Alternatives and similar repositories for MMRL
Users that are interested in MMRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV 2025] Official implementation of "Hierarchical Cross-modal Prompt Learning for Vision-Language Models"☆58Apr 12, 2026Updated 6 months ago
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆101Jul 6, 2026Updated 3 months ago
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆48Apr 28, 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 last month
- The official pytorch implemention of our IJCV-2025 paper "Learning with Enriched Inductive Biases for Vision-Language Models".☆15Jul 6, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆75Mar 5, 2026Updated 7 months ago
- [CVPR 2025] Official implementation of BiomedCoOp☆129May 17, 2026Updated 5 months ago
- Code repository for "Post-pre-training for Modality Alignment in Vision-Language Foundation Models" (CVPR2025)☆41Jul 25, 2025Updated last year
- Parameter-Efficient Fine-Tuning for Foundation Models☆112Sep 8, 2026Updated last month
- The official code for "TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning" | [AAAI2025]☆53Mar 13, 2025Updated last year
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆797Jul 17, 2026Updated 3 months ago
- [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"☆13Oct 28, 2024Updated last year
- [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization☆43Oct 6, 2023Updated 3 years ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆86May 24, 2024Updated 2 years 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.
- Adapting LLaMA Decoder to Vision Transformer☆31May 20, 2024Updated 2 years ago
- [ECCV2024]FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance☆18Sep 11, 2024Updated 2 years ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆31Mar 24, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆53Jul 7, 2025Updated last year
- Official implementations of our LaZSL (ICCV'25)☆46Jul 13, 2025Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆103Mar 6, 2024Updated 2 years ago
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆2,236May 20, 2024Updated 2 years ago
- [ACL 2025 Findings] GenS: Generative Frame Sampler for Long Video Understanding☆22Aug 21, 2025Updated last year
- [AAAI2025 selected as oral] - Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints☆45Jul 2, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆106Jul 5, 2025Updated last year
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆53Jul 10, 2025Updated last year
- ☆11Oct 18, 2022Updated 3 years ago
- code for FineLIP☆43Nov 25, 2025Updated 10 months ago
- VDPG: Adapting to Distribution Shift by Visual Domain Prompt Generation (ICLR 2024)☆20Jun 10, 2025Updated last year
- Official PyTorch Implementation of Efficient and Versatile Robust Fine-Tuning of Zero-shot Models, ECCV 2024☆17Oct 3, 2024Updated 2 years ago
- The code of Fine-Grained Visual-Language Alignment for Remote Sensing Image-Text Retrieval(IEEE Transactions on Geoscience and Remote Sen…☆15Jun 30, 2025Updated last year
- [AAAI 2025] Enhance Vision-Language Alignment with Noise☆28Dec 19, 2024Updated last year
- [CVPR 2025 Highlight] Meta LoRA / MetaPEFT: Meta-Learning Hyperparameters for Parameter-Efficient Fine-Tuning (LoRA, Adapter, Prompt Tuni…☆20Sep 12, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆348Dec 14, 2025Updated 10 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆51Mar 24, 2025Updated last year
- Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT☆135Jan 28, 2026Updated 8 months ago
- Code for paper: "What’s in the Image? A Deep-Dive into the Vision of Vision Language Models" (CVPR 2025)☆18May 1, 2025Updated last year
- Official PyTorch implementation for paper "ProAPO: Progressively Automatic Prompt Optimization for Visual Classification". The paper is a…☆33Nov 9, 2025Updated 11 months ago
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆20Jul 18, 2024Updated 2 years ago
- ☆23Jul 10, 2026Updated 3 months ago