Multimodal Learning

Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025 Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025 Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities AAAI 2025 Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities AAAI 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation ACL 2025 Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations NAACL 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025 SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025 SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis AAAI 2025 Sign2Vis: Automated Data Visualization from Sign Language ACL 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series WACV 2025 SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models EMNLP 2025 SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025 SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 SSNTrio @ DravidianLangTech 2025: Hybrid Approach for Hate Speech Detection in Dravidian Languages with Text and Audio Modalities NAACL 2025 STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025 STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025 STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025 STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs AAAI 2025 Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. CVPR 2025 Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025