Multimodal Learning

Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025 Scalable Vision Language Model Training via High Quality Data Curation ACL 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels IJCAI 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes CVPR 2025 See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025 Semantic and Sequential Alignment for Referring Video Object Segmentation CVPR 2025 Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations NAACL 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025 SHARP: Steering Hallucination in LVLMs via Representation Engineering EMNLP 2025 Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation WACV 2025 Sign2Vis: Automated Data Visualization from Sign Language ACL 2025 Sign Language Video Segmentation Using Temporal Boundary Identification ACL 2025 SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025 SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization EMNLP 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves CVPR 2025 SMSTracker: Tri-path Score Mask Sigma Fusion for Multi-Modal Tracking ICCV 2025 SoundLoc3D: Invisible 3D Sound Source Localization and Classification using a Multimodal RGB-D Acoustic Camera WACV 2025 SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding CVPR 2025 SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data ACL 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025