Multimodal Learning

LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025 LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025 LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025 LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL 2025 LLMs Behind the Scenes: Enabling Narrative Scene Illustration EMNLP 2025 LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025 LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ACL 2025 LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 2025 LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension ICLR 2025 LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 L-Man: A Large Multi-modal Model Unifying Human-centric Tasks AAAI 2025 LMM-Det: Make Large Multimodal Models Excel in Object Detection ICCV 2025 LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025 LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models NAACL 2025 Locality Alignment Improves Vision-Language Models ICLR 2025 Locality-Aware Zero-Shot Human-Object Interaction Detection CVPR 2025 Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering IJCAI 2025 Localizing Events in Videos with Multimodal Queries CVPR 2025 Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection ICLR 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs EMNLP 2025 LOCORE: Image Re-ranking with Long-Context Sequence Modeling CVPR 2025