| UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion | Jan 24, 2024 | Conditional Image GenerationDenoising | —Unverified | 0 |
| Universal Item Tokenization for Transferable Generative Recommendation | Apr 6, 2025 | General KnowledgeLarge Language Model | —Unverified | 0 |
| UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning | May 20, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation | Mar 19, 2025 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| VGR: Visual Grounded Reasoning | Jun 13, 2025 | Large Language ModelMath | —Unverified | 0 |
| Video Emotion Open-vocabulary Recognition Based on Multimodal Large Language Model | Aug 21, 2024 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition | May 7, 2024 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| Vintern-1B: An Efficient Multimodal Large Language Model for Vietnamese | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks | Feb 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Text Generation in the Wild | Jul 19, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation | Oct 11, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection | Sep 30, 2024 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks | Jul 29, 2024 | Deep LearningDomain Generalization | —Unverified | 0 |
| Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models | May 26, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| When neural implant meets multimodal LLM: A dual-loop system for neuromodulation and naturalistic neuralbehavioral research | Mar 16, 2025 | EEGLarge Language Model | —Unverified | 0 |
| WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image | Dec 3, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery | Feb 26, 2024 | Continual LearningExemplar-Free | CodeCode Available | 0 |
| Leveraging Multimodal LLM for Inspirational User Interface Search | Jan 29, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning | Nov 17, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models | May 26, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Consistency-aware Fake Videos Detection on Short Video Platforms | Apr 30, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 0 |
| SCA: Improve Semantic Consistent in Unrestricted Adversarial Attacks via DDPM Inversion | Oct 3, 2024 | Adversarial AttackDenoising | CodeCode Available | 0 |
| Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Models | Oct 15, 2024 | HallucinationLarge Language Model | CodeCode Available | 0 |
| Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts | Nov 18, 2024 | BenchmarkingMultimodal Large Language Model | CodeCode Available | 0 |
| OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography | Jun 26, 2025 | DeciphermentLarge Language Model | CodeCode Available | 0 |
| TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein Engineering | Nov 9, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering | Dec 19, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| VideoQA in the Era of LLMs: An Empirical Study | Aug 8, 2024 | Multimodal Large Language ModelVideo Question Answering | CodeCode Available | 0 |
| MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep Thinking | Apr 9, 2025 | Autonomous DrivingLanguage Modeling | CodeCode Available | 0 |
| Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation | May 28, 2025 | Image GenerationLanguage Modeling | CodeCode Available | 0 |
| Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations | Oct 22, 2024 | Camouflaged Object SegmentationLarge Language Model | CodeCode Available | 0 |
| MLLM-SUL: Multimodal Large Language Model for Semantic Scene Understanding and Localization in Traffic Scenarios | Dec 27, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 0 |
| Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities | Apr 2, 2025 | DescriptiveLarge Language Model | CodeCode Available | 0 |
| Layout Generation Agents with Large Language Models | May 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TRINS: Towards Multimodal Language Models that Can Read | Jun 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context Understanding | Sep 10, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO | May 19, 2025 | DecoderImage Generation | CodeCode Available | 0 |
| Dynamic Pyramid Network for Efficient Multimodal Large Language Model | Mar 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire Detection | Jul 15, 2025 | Fire DetectionImage Generation | CodeCode Available | 0 |
| VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation | Jun 16, 2025 | Data VisualizationLanguage Modeling | CodeCode Available | 0 |
| Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model | May 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning | May 10, 2025 | Image AugmentationLarge Language Model | CodeCode Available | 0 |
| V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM | May 24, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| AdaptVision: Dynamic Input Scaling in MLLMs for Versatile Scene Understanding | Aug 30, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generation | Sep 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |