Medical Imaging

Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis WACV 2022 Towards Low-Cost and Efficient Malaria Detection CVPR 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer AAAI 2022 Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation IJCAI 2022 Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration WACV 2022 UNETR: Transformers for 3D Medical Image Segmentation WACV 2022 Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022 Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation MIDL 2022 Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation IJCAI 2022 Vision Transformers Enable Fast and Robust Accelerated MRI MIDL 2022 Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract) AAAI 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification ACL 2022 Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography WACV 2022 Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images MLHC 2022 Weakly Supervised Learning for Joint Image Denoising and Protein Localization in Cryo-Electron Microscopy WACV 2022 Weakly-Supervised Metric Learning With Cross-Module Communications for the Classification of Anterior Chamber Angle Images CVPR 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 X-MIR: EXplainable Medical Image Retrieval WACV 2022 YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 Achieving Rotational Invariance with Bessel-Convolutional Neural Networks NeurIPS 2021 Active Deep Probabilistic Subsampling ICML 2021 Adaptive Rank Estimate in Robust Principal Component Analysis CVPR 2021