Medical Imaging

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data MIDL 2022 Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language IJCAI 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022 Single Dynamic Network for Multi-label Renal Pathology Image Segmentation MIDL 2022 SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis NeurIPS 2022 SmartPortraits: Depth Powered Handheld Smartphone Dataset of Human Portraits for State Estimation, Reconstruction and Synthesis CVPR 2022 Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 Solving Inverse Problems in Medical Imaging with Score-Based Generative Models ICLR 2022 Sparse Fourier Backpropagation in Cryo-EM Reconstruction NeurIPS 2022 Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022 Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration AAAI 2022 Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks NeurIPS 2022 Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis MIDL 2022 Surpassing the Human Accuracy: Detecting Gallbladder Cancer From USG Images With Curriculum Learning CVPR 2022 Synthetic Generation of Face Videos With Plethysmograph Physiology CVPR 2022 SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG MIDL 2022 TA-Net: Topology-Aware Network for Gland Segmentation WACV 2022 TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation IJCAI 2022 Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations CVPR 2022 Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022 Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract) AAAI 2022 T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation WACV 2022 TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces MIDL 2022 Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow CVPR 2022