Multimodal Learning

Towards Dynamic Modality Alignment in Multimodal Continual Learning CVPR 2026 Towards Multimodal Domain Generalization with Few Labels CVPR 2026 Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation CVPR 2026 TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Dual-Level Scale-Oriented Contrast CVPR 2026 TRIDENT: A Trimodal Cascade Generative Framework for Drug and RNA-Conditioned Cellular Morphology Synthesis CVPR 2026 Tri-Modal Fusion Transformers for UAV-based Object Detection CVPR 2026 Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding CVPR 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities CVPR 2026 UniMMAD: Unified Multi-Modal and Multi-Class Anomaly Detection via MoE-Driven Feature Decompression CVPR 2026 UniT: Unified Multimodal Chain-of-Thought Test-time Scaling CVPR 2026 UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities ACL 2026 Unpaired Multimodal Learning for Biological Datasets MIDL 2026 Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos ACL 2026 View-Aware Semantic Alignment for Aerial-Ground Person Re-Identification CVPR 2026 VIMCAN: Visual-Inertial 3D Human Pose Estimation with Hybrid Mamba-Cross-Attention Network CVPR 2026 Virtual Nodes Guided Dynamic Graph Neural Network for Brain Tumor Segmentation with Missing Modalities CVPR 2026 Vision-Speech Models: Teaching Speech Models to Converse about Images CVPR 2026 VividAnimator: An End-to-End Audio and Pose-driven Half-Body Human Animation Framework WACV 2026 VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction CVPR 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought CVPR 2026 WHU-MARS: A Multispectral Aerial-Ground Benchmark Towards Any-Scenario Person Re-Identification CVPR 2026 x^2-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space CVPR 2026 X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT MIDL 2026