Multimodal Learning

SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization EMNLP 2025 Similarity over Factuality: Are we Making Progress on Multimodal Out-of-Context Misinformation Detection? WACV 2025 SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025 SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour ICLR 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation ACL 2025 SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes ICLR 2025 SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025 Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025 Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping NAACL 2025 Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches ICLR 2025 SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches IJCAI 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 Sketchtopia: A Dataset and Foundational Agents for Benchmarking Asynchronous Multimodal Communication with Iconic Feedback CVPR 2025 SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025 Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any Objects WACV 2025 Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves CVPR 2025 Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping ICCV 2025