Multimodal Learning

Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding CVPR 2026 DIVINE : Coordinating Multimodal Disentangled Representations for Oro-Facial Neurological Disorder Assessment EACL 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models CVPR 2026 DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis AAAI 2026 Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance EACL 2026 Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026 Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026 Do GUI Grounders Truly Understand UI Elements? EACL 2026 Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026 Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism AAAI 2026 Domain Adaptation Guided Infrared and Visible Image Fusion AAAI 2026 Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ACL 2026 Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs CVPR 2026 Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models CVPR 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 DPGF-Net: Dual-Prior Guided Fusion Network for Joint Assessment of Perceptual Quality and Semantic Consistency in AI-Generated Images CVPR 2026 Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026 DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026 DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026 DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation AAAI 2026 DreamStyle: A Unified Framework for Video Stylization CVPR 2026 DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment AAAI 2026 Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026 DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning CVPR 2026