multimodal large language model

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025 ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025 Social Debiasing for Fair Multi-modal LLMs ICCV 2025 SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025 SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs ICCV 2025 Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025 SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models ICLR 2025 ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025 STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning EMNLP 2025 StarVector: Generating Scalable Vector Graphics Code from Images and Text CVPR 2025 STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? ICCV 2025 Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. CVPR 2025 Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More EMNLP 2025 StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models EMNLP 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation CVPR 2025 Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning EMNLP 2025