Medical Imaging

Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025 HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving CVPR 2025 How Effective Can Dropout Be in Multiple Instance Learning ? ICML 2025 I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP MIDL 2025 Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025 Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework WACV 2025 Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025 IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025 Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025 Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025 Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios ICLR 2025 Introducing 3D Representation for Dense Volume-to-Volume Translation via Score Fusion ICML 2025 Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh ICCV 2025 InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences ICLR 2025 J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume WACV 2025 Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025 KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation COLING 2025 KMD: Koopman Multi-modality Decomposition for Generalized Brain Tumor Segmentation under Incomplete Modalities CVPR 2025 Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy AAAI 2025 Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025 LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025 Learning Anatomy-Disease Entangled Representation WACV 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images CVPR 2025 Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025