Multimodal Learning

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation WACV 2025 PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models ICML 2025 Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval IJCNLP 2025 QA-MDT: Quality-aware Masked Diffusion Transformer for Enhanced Music Generation IJCAI 2025 QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models NAACL 2025 QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media AACL 2025 QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering EMNLP 2025 Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025 QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025 QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects AAAI 2025 Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection AAAI 2025 QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ACL 2025 Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025 QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025 R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025 R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025 R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts ICML 2025 RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives EMNLP 2025