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.
☆62Updated last year
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…☆62Updated last year
- Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision☆44Updated 2 months ago
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆77Updated 2 weeks ago
- [ICCV 2025] Dynamic-VLM☆28Updated last year
- [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training☆98Updated 5 months ago
- CLIP-MoE: Mixture of Experts for CLIP☆51Updated last year
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆109Updated 7 months ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆46Updated last year
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆169Updated last year
- official repo for paper "[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs"☆23Updated 8 months ago
- ☆54Updated 11 months ago
- [ECCV 2024] FlexAttention for Efficient High-Resolution Vision-Language Models☆46Updated last year
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆20Updated last year
- ☆124Updated last year
- ☆46Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆68Updated last year
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- [CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.☆30Updated last year
- [CVPR 2025 Highlight] Interpreting Object-level Foundation Models via Visual Precision Search☆54Updated last month
- [EMNLP-2025 Oral] ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration☆69Updated last month
- [CVPR 2025 Highlight] Official Pytorch codebase for paper: "Assessing and Learning Alignment of Unimodal Vision and Language Models"☆56Updated 4 months ago
- Visual self-questioning for large vision-language assistant.☆45Updated 5 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆75Updated 6 months ago
- Implementation of "VL-Mamba: Exploring State Space Models for Multimodal Learning"☆86Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆61Updated last year
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆43Updated 6 months ago
- Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment☆64Updated 5 months ago
- Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types☆32Updated 5 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆55Updated 9 months ago