Multimodal Learning

STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025 StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text CVPR 2025 Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025 Streaming Video Question-Answering with In-context Video KV-Cache Retrieval ICLR 2025 Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025 Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images WACV 2025 Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025 Stress-Testing of Multimodal Models in Medical Image-Based Report Generation AAAI 2025 STRICT: Stress-Test of Rendering Image Containing Text EMNLP 2025 Structured Preference Optimization for Vision-Language Long-Horizon Task Planning EMNLP 2025 StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025 Style-Editor: Text-driven Object-centric Style Editing CVPR 2025 StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion ICCV 2025 StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements CVPR 2025 Supercharging Floorplan Localization with Semantic Rays ICCV 2025 Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025 Super Deep Contrastive Information Bottleneck for Multi-modal Clustering ICML 2025 Supervised Attention Mechanism for Low-quality Multimodal Data EMNLP 2025 Supervising Sound Localization by In-the-wild Egomotion CVPR 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models EMNLP 2025 Survival Prediction in Lung Cancer through Multi-Modal Representation Learning WACV 2025 SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025 SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers AAAI 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025