Multimodal Learning

M4-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection CVPR 2026 M4V: Multimodal Mamba for Efficient Text-to-Video Generation CVPR 2026 Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens CVPR 2026 Mask to Align, Weight to Disambiguate: Reliable Unsupervised Cross-Modal Hashing with Masked-Weight Contrast CVPR 2026 MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning ACL 2026 MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities WACV 2026 MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata MIDL 2026 MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026 MLLMSplat: A 2D MLLM-Powered Framework for 3D Gaussian Splatting Understanding, Generation, and Editing CVPR 2026 MM-ACT: Learn from Multimodal Parallel Generation to Act CVPR 2026 MMCP-GEN: A Modality-Extensible Diffusion Language Model for Conditional Protein Sequence Generation CVPR 2026 MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation CVPR 2026 MoBind: Motion Binding for Fine-Grained IMU-Video Pose Alignment CVPR 2026 Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026 MoECLIP: Patch-Specialized Experts for Zero-shot Anomaly Detection CVPR 2026 Momentum Memory for Knowledge Distillation in Computational Pathology CVPR 2026 MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding CVPR 2026 MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification CVPR 2026 MovieRecapsQA: A Multimodal Open-Ended Video Question-Answering Benchmark CVPR 2026 MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning CVPR 2026 MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model CVPR 2026 Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning MIDL 2026 Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance CVPR 2026 Multimodal Distribution Matching for Vision-Language Dataset Distillation CVPR 2026 Multi-modal Frequency Decomposition Network for Semantic Scene Completion CVPR 2026