yuecao0119 / MMFuserLinks
The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". MMFuser addresses the limitations of current MLLMs in capturing complex image details by simply yet efficiently integrating multi-layer features from ViTs.
☆58Updated 11 months ago
Alternatives and similar repositories for MMFuser
Users that are interested in MMFuser are comparing it to the libraries listed below
Sorting:
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆57Updated 10 months ago
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆104Updated 4 months ago
- Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision☆40Updated 6 months ago
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆73Updated 4 months ago
- [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training☆87Updated 2 months ago
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- CLIP-MoE: Mixture of Experts for CLIP☆46Updated 11 months ago
- Visual self-questioning for large vision-language assistant.☆44Updated 2 months ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆44Updated 10 months ago
- ☆119Updated last year
- official repo for paper "[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs"☆23Updated 5 months ago
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆166Updated last year
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆84Updated last year
- [ICCV 2025] Dynamic-VLM☆25Updated 9 months ago
- Official implementation of CVPR 2024 paper "Retrieval-Augmented Open-Vocabulary Object Detection".☆43Updated last year
- [CVPR 2025 Highlight] Official Pytorch codebase for paper: "Assessing and Learning Alignment of Unimodal Vision and Language Models"☆49Updated last month
- Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types☆30Updated 2 months ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆63Updated last year
- Official implementation of TagAlign☆35Updated 9 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated 10 months ago
- ☆53Updated 8 months ago
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆20Updated 11 months ago
- Official repository of "Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach" (ACL 2024 Oral)☆32Updated 6 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆22Updated last year
- [ECCV 2024] FlexAttention for Efficient High-Resolution Vision-Language Models☆43Updated 8 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆66Updated 3 months ago
- Pytorch Implementation for CVPR 2024 paper: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation☆53Updated last month
- [ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models☆33Updated last year
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆37Updated 3 months ago
- ☆91Updated last year