Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation Jul 17, 2020 Image Segmentation Medical Image Segmentation
— Unverified Anisotropic Mesh Adaptation for Image Segmentation Based on Mumford-Shah Functional Jul 17, 2020 Image Segmentation Semantic Segmentation
— Unverified Autoregressive Unsupervised Image Segmentation Jul 16, 2020 Clustering Image Segmentation
Code Code Available U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images Jul 16, 2020 Computed Tomography (CT) Image Segmentation
— Unverified Retinal Image Segmentation with a Structure-Texture Demixing Network Jul 15, 2020 Image Segmentation Segmentation
— Unverified Automatic Image Labelling at Pixel Level Jul 15, 2020 Image Segmentation Object
— Unverified Tackling the Problem of Limited Data and Annotations in Semantic Segmentation Jul 14, 2020 Image Segmentation Segmentation
Code Code Available An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis Jul 14, 2020 Image Segmentation regression
— Unverified BUNET: Blind Medical Image Segmentation Based on Secure UNET Jul 14, 2020 Image Segmentation Medical Image Segmentation
— Unverified Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Jul 13, 2020 Cardiac Segmentation Domain Adaptation
— Unverified MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Jul 13, 2020 Image Segmentation Medical Image Segmentation
— Unverified On uncertainty estimation in active learning for image segmentation Jul 13, 2020 Active Learning Image Segmentation
Code Code Available Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products Jul 10, 2020 Image Segmentation Semantic Segmentation
Code Code Available Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation Jul 9, 2020 Data Augmentation Image Segmentation
Code Code Available Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks Jul 9, 2020 Image Segmentation Image-to-Image Translation
— Unverified MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Jul 8, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Superpixel Segmentation using Dynamic and Iterative Spanning Forest Jul 8, 2020 ARC Image Segmentation
Code Code Available Scribble-based Domain Adaptation via Co-segmentation Jul 7, 2020 Domain Adaptation Image Segmentation
Code Code Available Meta Corrupted Pixels Mining for Medical Image Segmentation Jul 7, 2020 Image Segmentation Medical Image Analysis
— Unverified An Elastic Interaction-Based Loss Function for Medical Image Segmentation Jul 6, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Anatomical Data Augmentation via Fluid-based Image Registration Jul 5, 2020 Data Augmentation Image Augmentation
Code Code Available Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach Jul 3, 2020 Diversity Image Matting
— Unverified Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Jul 2, 2020 Deep Attention Image Segmentation
Code Code Available Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning Jul 2, 2020 Deep Learning Image Segmentation
— Unverified PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors Jul 2, 2020 Anatomy Image Segmentation
— Unverified A Characteristic Function-based Algorithm for Geodesic Active Contours Jul 1, 2020 Image Segmentation Lesion Segmentation
— Unverified Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation Jul 1, 2020 Image Segmentation Segmentation
Code Code Available Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars Jun 30, 2020 Image Segmentation Segmentation
— Unverified Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation Jun 30, 2020 Image Segmentation Segmentation
— Unverified Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Jun 28, 2020 Domain Adaptation Image Segmentation
— Unverified Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised Learning Jun 28, 2020 Image Segmentation Self-Supervised Learning
Code Code Available Interactive Deep Refinement Network for Medical Image Segmentation Jun 27, 2020 Image Segmentation Medical Image Segmentation
— Unverified Region-of-interest guided Supervoxel Inpainting for Self-supervision Jun 26, 2020 Image Inpainting Image Segmentation
Code Code Available A survey of loss functions for semantic segmentation Jun 26, 2020 Image Segmentation Segmentation
Code Code Available Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling Jun 26, 2020 BIG-bench Machine Learning Image Segmentation
— Unverified Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction Jun 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Jun 24, 2020 Data Augmentation Image Segmentation
Code Code Available Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation Jun 24, 2020 Autonomous Driving Image Segmentation
— Unverified Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Jun 24, 2020 Denoising Image Segmentation
Code Code Available Large-scale detection and categorization of oil spills from SAR images with deep learning Jun 24, 2020 General Classification Image Segmentation
— Unverified Road surface detection and differentiation considering surface damages Jun 23, 2020 Image Segmentation Semantic Segmentation
— Unverified Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation Jun 23, 2020 Computed Tomography (CT) Image Segmentation
— Unverified Realistic Adversarial Data Augmentation for MR Image Segmentation Jun 23, 2020 Data Augmentation Image Segmentation
Code Code Available Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Jun 23, 2020 Autonomous Vehicles Few-Shot Learning
— Unverified Deep Generative Model-based Quality Control for Cardiac MRI Segmentation Jun 23, 2020 Image Segmentation Medical Image Segmentation
— Unverified Auxiliary Learning by Implicit Differentiation Jun 22, 2020 Auxiliary Learning Image Classification
— Unverified LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation Jun 22, 2020 Image Segmentation Segmentation
Code Code Available Differentiable Rendering: A Survey Jun 22, 2020 Image Segmentation object-detection
— Unverified 