multimodal model

Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework EACL 2026 Can a Second-View Image Be a Language? Geometric and Semantic Cross-Modal Reasoning for X-ray Prohibited Item Detection CVPR 2026 CVP: Central-Peripheral Vision-Inspired Multimodal Model for Spatial Reasoning WACV 2026 Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards ACL 2026 Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models CVPR 2026 DuetSVG: Unified Multimodal SVG Generation with Internal Visual Guidance CVPR 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026 GUIDE: A Benchmark for Understanding and Assisting Users in Open-Ended GUI Tasks CVPR 2026 LottieGPT: Tokenizing Vector Animation for Autoregressive Generation CVPR 2026 MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026 MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains AAAI 2026 OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation CVPR 2026 ParaUni: Enhance Generation in Unified Multimodal Model with Reinforcement-driven Hierarchical Parallel Information Interaction CVPR 2026 Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training CVPR 2026 SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning CVPR 2026 ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production NSDI 2026 Success and Cost Elicit Convention Formation for Efficient Communication ACL 2026 Tackling Model Bias via Game-theoretic Multi-agent Collaboration Framework for Hateful Meme Classification CVPR 2026 Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models CVPR 2026 UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing AAAI 2026 VisAssist: A Visually Impaired-Captured Video Question Answering Benchmark for Assistive Systems AAAI 2026 Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection ICLR 2025 Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025 ADCeleb: A Longitudinal Speech Dataset from Public Figures for Early Detection of Alzheimer’s Disease Interspeech 2025 AI-generated Image Quality Assessment in Visual Communication AAAI 2025