Medical Imaging

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion AISTATS 2025 MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation ICCV 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025 MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025 Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025 MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ACL 2025 M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast ICCV 2025 MoFRR: Mixture of Diffusion Models for Face Retouching Restoration ICCV 2025 Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation ICLR 2025 Monocular Facial Appearance Capture in the Wild ICCV 2025 MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration MIDL 2025 MorphoDiff: Cellular Morphology Painting with Diffusion Models ICLR 2025 Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model AAAI 2025 MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025 MRI Reconstruction with Regularized 3D Diffusion Model (R3DM) WACV 2025 MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction WACV 2025 MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition AAAI 2025 MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025 Multi-Aperture Transformers for 3D (MAT3D) Segmentation of Clinical and Microscopic Images WACV 2025 Multimodal Inference with Incremental Tabular Attributes IJCAI 2025 Multimodal Interpretable Depression Analysis using Visual Physiological Audio and Textual Data WACV 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025