Multimodal Learning

SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs ICML 2025 SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling CVPR 2025 SLADE: Shielding against Dual Exploits in Large Vision-Language Models CVPR 2025 SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ACL 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination ICLR 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 SmartCal: A Novel Automated Approach to Classifier Probability Calibration AutoML 2025 SmartCLIP: Modular Vision-language Alignment with Identification Guarantees CVPR 2025 SMDAF: A Scalable Sidewalk Material Data Acquisition Framework with Bidirectional Cross-Modal Knowledge Distillation WACV 2025 SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion ICCV 2025 Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises ICLR 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025 SNIFR : Boosting Fine-Grained Child Harmful Content Detection Through Audio-Visual Alignment with Cascaded Cross-Transformer Interspeech 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 Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 SocialNav-SUB: Benchmarking VLMs for Scene Understanding in Social Robot Navigation CoRL 2025 Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025 SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters CVPR 2025 Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series WACV 2025 SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving CVPR 2025