[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 5 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:
- The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".☆101Jul 6, 2026Updated 2 months ago
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆48Apr 28, 2026Updated 4 months ago
- The official pytorch implemention of our IJCV-2025 paper "Learning with Enriched Inductive Biases for Vision-Language Models".☆15Jul 6, 2026Updated 2 months ago
- ☆19Mar 10, 2026Updated 6 months ago
- [ICLR'25] Official repository of paper titled "Tree of Attributes Prompt Learning for Vision-Language Models".☆20Oct 15, 2025Updated 11 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CVPR 2025] Official implementation of BiomedCoOp☆129May 17, 2026Updated 4 months ago
- This repo holds the implementation of PAVE: Patching and Adapting Video Large Language Models (CVPR2025)☆28Sep 6, 2025Updated last year
- Parameter-Efficient Fine-Tuning for Foundation Models☆111Sep 8, 2026Updated 2 weeks ago
- A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.☆796Jul 17, 2026Updated 2 months ago
- [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"☆13Oct 28, 2024Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆86May 24, 2024Updated 2 years ago
- [CVPR2025] Official implementation of RAM☆29Nov 4, 2025Updated 10 months ago
- IPO: Interpretable Prompt Optimization for Vision-Language Models(NeurIPS 2024)☆15Jun 12, 2026Updated 3 months ago
- Adapting LLaMA Decoder to Vision Transformer☆31May 20, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆30Mar 24, 2025Updated last year
- Speech understanding system training toolkit, including tasks of ASR, SSL, LM, etc.☆12Feb 12, 2026Updated 7 months ago
- Official implementations of our LaZSL (ICCV'25)☆45Jul 13, 2025Updated last year
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆52Jul 7, 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)☆2,229May 20, 2024Updated 2 years ago
- [AAAI2025 selected as oral] - Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints☆45Jul 2, 2025Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆106Jul 5, 2025Updated last year
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆821Jul 24, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆53Jul 10, 2025Updated last year
- [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization☆43Oct 6, 2023Updated 2 years ago
- code for FineLIP☆43Nov 25, 2025Updated 10 months 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☆27Dec 19, 2024Updated last year
- [CVPR 2025 Highlight] Meta LoRA / MetaPEFT: Meta-Learning Hyperparameters for Parameter-Efficient Fine-Tuning (LoRA, Adapter, Prompt Tuni…☆19Sep 12, 2026Updated 2 weeks ago
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆347Dec 14, 2025Updated 9 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 7 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆125Jul 15, 2024Updated 2 years 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
- Generative Modeling with Bayesian Sample Inference☆26Aug 14, 2026Updated last month
- ☆11Apr 5, 2023Updated 3 years ago
- Official PyTorch implementation for paper "ProAPO: Progressively Automatic Prompt Optimization for Visual Classification". The paper is a…☆33Nov 9, 2025Updated 10 months ago
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆20Jul 18, 2024Updated 2 years ago
- The code of paper "Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Lear…☆15Aug 28, 2025Updated last year