multimodal large language model

RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025 ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025 Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey IJCNLP 2025 RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025 Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models ICLR 2025 RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback COLING 2025 S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025 SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations ICLR 2025 Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models ICLR 2025 ScImage: How good are multimodal large language models at scientific text-to-image generation? ICLR 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025 SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs EMNLP 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025 Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025 Semantic Glitch: Agency and Artistry in an Autonomous Pixel Cloud NeurIPS 2025 SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025 SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025 Shadow-Activated Backdoor Attacks on Multimodal Large Language Models ACL 2025 Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs EMNLP 2025 SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection EMNLP 2025 SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation EMNLP 2025