Multimodal Learning

ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025 ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ACL 2025 VIIS: Visible and Infrared Information Synthesis for Severe Low-Light Image Enhancement WACV 2025 ViLBench: A Suite for Vision-Language Process Reward Modeling EMNLP 2025 VILLS : Video-Image Learning to Learn Semantics for Person Re-Identification WACV 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding WACV 2025 Vision-Integrated High-Quality Neural Speech Coding Interspeech 2025 Vision-Language Models Do Not Understand Negation CVPR 2025 Vision-Language Models Struggle to Align Entities across Modalities ACL 2025 VISO: Accelerating In-orbit Object Detection with Language-Guided Mask Learning and Sparse Inference ICCV 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025 Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025 VLind-Bench: Measuring Language Priors in Large Vision-Language Models NAACL 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis CVPR 2025 VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025 V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 V-SEAM: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models EMNLP 2025 WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025