Multimodal Learning

Federated Cross-Modal Style-Aware Prompt Generation (Student Abstract) AAAI 2026 Federated Vision-Language-Recommendation with Personalized Fusion AAAI 2026 FedMPT: Federated Multi-Label Prompt Tuning of Vision-Language Models CVPR 2026 FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026 FG-TRACER: Tracing Information Flow in Multimodal Large Language Models in Free-Form Generation WACV 2026 FIGMA: Towards FIne-Grained Music retrievAl ACL 2026 FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026 FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction ACL 2026 Finding Culture-Sensitive Neurons in Vision-Language Models EACL 2026 FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation AAAI 2026 Fine-Grained Multi Image Object Hallucination Benchmark CVPR 2026 FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding AAAI 2026 FineXtrol: Controllable Motion Generation via Fine-Grained Text AAAI 2026 FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation AAAI 2026 First Logit Boosting: Visual Grounding Method to Mitigate Object Hallucination in Large Vision-Language Models CVPR 2026 Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs ACL 2026 FlowHijack: A Dynamics-Aware Backdoor Attack on Flow-Matching Vision-Language-Action Models CVPR 2026 Focal-General Diffusion Model with Semantic Consistent Guidance for Sign Language Production CVPR 2026 Focusing on Language: Revealing and Exploiting Language Attention Heads in Multilingual Large Language Models AAAI 2026 FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clips CVPR 2026 FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts CVPR 2026 Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare AAAI 2026 Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts AAAI 2026 FormGym: Doing Paperwork with Agents EACL 2026 FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting WACV 2026