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Multimodal Learning

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Papers

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026 DCoAR: Deep Concept Injection into Unified Autoregressive Models for Personalized Text-to-Image Generation CVPR 2026 DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026 DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy WACV 2026 Decoding 3D Perception via BrainSSD: Synergistic Fusion of EEG Representations from Static and Dynamic Visual Streams CVPR 2026 Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ACL 2026 Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA AAAI 2026 DeepAlign: Mitigating Modality Conflict through Modality-Specific Alignment CVPR 2026 Deeper Thought, Weaker Aim: Understanding and Mitigating Perceptual Impairment during Reasoning in Multimodal Large Language Models CVPR 2026 DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding EACL 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026 DeformTrace: A Deformable State Space Model with Relay Tokens for Temporal Forgery Localization AAAI 2026 DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control AAAI 2026 DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning AAAI 2026 Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models WACV 2026 DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer’s Disease Speech (Version 1.0) EACL 2026 Demo2Tutorial: From Human Experience to Multimodal Software Tutorials CVPR 2026 De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026 DenseBEV: Transforming BEV Grid Cells into 3D Objects WACV 2026 Dense Cross-Scale Image Alignment with Fully Spatial Correlation and Just Noticeable Difference Guidance AAAI 2026 Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment AAAI 2026 DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 DeRVOS: Decoupling Consistent Trajectory Generation and Multimodal Understanding for Referring Video Object Segmentation CVPR 2026 Describe Anything Anywhere At Any Moment CVPR 2026