| Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization | Nov 15, 2024 | HallucinationHallucination Evaluation | —Unverified | 0 | 0 |
| MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning | Sep 9, 2024 | Federated LearningImage Captioning | —Unverified | 0 | 0 |
| MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation | Mar 23, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval | May 26, 2025 | Image RetrievalLarge Language Model | —Unverified | 0 | 0 |
| MLLMReID: Multimodal Large Language Model-based Person Re-identification | Jan 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MMMModal -- Multi-Images Multi-Audio Multi-turn Multi-Modal | Feb 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation | Feb 17, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MobileFlow: A Multimodal LLM For Mobile GUI Agent | Jul 5, 2024 | Action AnalysisLanguage Modelling | —Unverified | 0 | 0 |
| MoChat: Joints-Grouped Spatio-Temporal Grounding LLM for Multi-Turn Motion Comprehension and Description | Oct 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills | May 9, 2025 | Image RetouchingLarge Language Model | —Unverified | 0 | 0 |
| MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving | Feb 4, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding | Jul 4, 2023 | document understandingLanguage Modeling | —Unverified | 0 | 0 |
| mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model | Nov 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| MRIR: Integrating Multimodal Insights for Diffusion-based Realistic Image Restoration | Jul 4, 2024 | DenoisingImage Restoration | —Unverified | 0 | 0 |
| MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception | Jun 22, 2024 | Common Sense ReasoningLanguage Modelling | —Unverified | 0 | 0 |
| Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles | Sep 10, 2024 | Autonomous VehiclesLanguage Modeling | —Unverified | 0 | 0 |
| Multimodal Large Language Model for Visual Navigation | Oct 12, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation | Apr 23, 2024 | Image GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model | Sep 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Multimodal Transformer for Comics Text-Cloze | Mar 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| ObjectFinder: An Open-Vocabulary Assistive System for Interactive Object Search by Blind People | Dec 4, 2024 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 | 0 |
| OCC-MLLM:Empowering Multimodal Large Language Model For the Understanding of Occluded Objects | Oct 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning | Mar 14, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 | 0 |
| OmniParser V2: Structured-Points-of-Thought for Unified Visual Text Parsing and Its Generality to Multimodal Large Language Models | Feb 22, 2025 | document understandingKey Information Extraction | —Unverified | 0 | 0 |