| Layout Generation Agents with Large Language Models | May 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Models | Oct 15, 2024 | HallucinationLarge Language Model | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep Thinking | Apr 9, 2025 | Autonomous DrivingLanguage Modeling | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Leveraging Multimodal LLM for Inspirational User Interface Search | Jan 29, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection | Mar 5, 2024 | Concept AlignmentExplanation Generation | —Unverified | 0 | 0 |
| SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability | Mar 18, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| ST^3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming | Dec 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model | Nov 19, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization | Mar 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults | Dec 22, 2024 | Data AugmentationFault Diagnosis | —Unverified | 0 | 0 |
| TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model | Jul 8, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| The NTNU System at the S&I Challenge 2025 SLA Open Track | Jun 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| The Solution for CVPR2024 Foundational Few-Shot Object Detection Challenge | Jun 18, 2024 | Few-Shot Object DetectionLanguage Modeling | —Unverified | 0 | 0 |
| Think Before You Diffuse: LLMs-Guided Physics-Aware Video Generation | May 27, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 | 0 |
| TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation | Apr 24, 2025 | Caption GenerationDense Video Captioning | —Unverified | 0 | 0 |
| MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond | Dec 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Towards LLM-Centric Multimodal Fusion: A Survey on Integration Strategies and Techniques | Jun 5, 2025 | cross-modal alignmentLarge Language Model | —Unverified | 0 | 0 |
| Towards Visual Text Grounding of Multimodal Large Language Model | Apr 7, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 | 0 |
| Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security | Apr 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation | May 20, 2025 | Image GenerationLanguage Modeling | —Unverified | 0 | 0 |
| UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion | Jan 24, 2024 | Conditional Image GenerationDenoising | —Unverified | 0 | 0 |
| Universal Item Tokenization for Transferable Generative Recommendation | Apr 6, 2025 | General KnowledgeLarge Language Model | —Unverified | 0 | 0 |
| UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning | May 20, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 | 0 |
| UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation | Mar 19, 2025 | Language Model EvaluationLanguage Modeling | —Unverified | 0 | 0 |
| VGR: Visual Grounded Reasoning | Jun 13, 2025 | Large Language ModelMath | —Unverified | 0 | 0 |
| Video Emotion Open-vocabulary Recognition Based on Multimodal Large Language Model | Aug 21, 2024 | Emotion RecognitionLanguage Modeling | —Unverified | 0 | 0 |
| Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition | May 7, 2024 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 | 0 |
| Vintern-1B: An Efficient Multimodal Large Language Model for Vietnamese | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Visual Question Answering Instruction: Unlocking Multimodal Large Language Model To Domain-Specific Visual Multitasks | Feb 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Visual Text Generation in the Wild | Jul 19, 2024 | Language ModellingLarge Language Model | —Unverified | 0 | 0 |
| ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation | Oct 11, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| VL-Mamba: Exploring State Space Models for Multimodal Learning | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection | Sep 30, 2024 | Anomaly DetectionLanguage Modeling | —Unverified | 0 | 0 |
| VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks | Jul 29, 2024 | Deep LearningDomain Generalization | —Unverified | 0 | 0 |
| Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models | May 26, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 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 | 0 |
| WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image | Dec 3, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| Multimodal large language model for wheat breeding: a new exploration of smart breeding | Nov 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization | Dec 27, 2024 | Face SwappingImage Segmentation | —Unverified | 0 | 0 |
| AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability | May 23, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 | 0 |
| A Medical Multimodal Large Language Model for Pediatric Pneumonia | Sep 4, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model | Jul 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| A Novel Data Augmentation Approach for Automatic Speaking Assessment on Opinion Expressions | Jun 4, 2025 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM | Jun 17, 2025 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges | Dec 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| A Survey on Multimodal Large Language Models | Jun 23, 2023 | HallucinationIn-Context Learning | —Unverified | 0 | 0 |