Medical Imaging

Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging CVPR 2020 HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map CVPR 2020 HistoNet: Predicting size histograms of object instances WACV 2020 Improving Robustness of Deep-Learning-Based Image Reconstruction ICML 2020 Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening MIDL 2020 Instance Segmentation of Biological Images Using Harmonic Embeddings CVPR 2020 IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning CVPR 2020 Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020 IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks WACV 2020 KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow MIDL 2020 Learning Nanoscale Motion Patterns of Vesicles in Living Cells CVPR 2020 Learning the Geometry of Wave-Based Imaging NeurIPS 2020 Learning to Generate Clinically Coherent Chest X-Ray Reports EMNLP 2020 Learning to Measure the Static Friction Coefficient in Cloth Contact CVPR 2020 Lightweight Photometric Stereo for Facial Details Recovery CVPR 2020 Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention MIDL 2020 LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020 MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction MIDL 2020 MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP 2020 MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment CVPR 2020 Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020 MPM: Joint Representation of Motion and Position Map for Cell Tracking CVPR 2020 MRI Banding Removal via Adversarial Training NeurIPS 2020 MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations MLHC 2020 MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020