Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning Oct 21, 2020 Deep Reinforcement Learning GPU
Code Code Available HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network Oct 15, 2020 image-classification Image Classification
Code Code Available Automatic Data Augmentation for 3D Medical Image Segmentation Oct 7, 2020 Data Augmentation Diversity
Code Code Available Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Oct 5, 2020 Cell Segmentation Edge Detection
Code Code Available KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Oct 4, 2020 3D Medical Imaging Segmentation Brain Tumor Segmentation
Code Code Available Referring Image Segmentation via Cross-Modal Progressive Comprehension Oct 1, 2020 Attribute Image Segmentation
Code Code Available Linguistic Structure Guided Context Modeling for Referring Image Segmentation Oct 1, 2020 Dependency Parsing Image Segmentation
Code Code Available RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation Oct 1, 2020 Image Segmentation Referring Expression Segmentation
Code Code Available CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Sep 10, 2020 GPU Image Segmentation
Code Code Available Towards Musically Meaningful Explanations Using Source Separation Sep 4, 2020 Explainable Models Image Segmentation
Code Code Available Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation Aug 16, 2020 Efficient Neural Network Image Segmentation
Code Code Available PhraseCut: Language-based Image Segmentation in the Wild Aug 3, 2020 Attribute Diversity
Code Code Available ForkGAN: Seeing into the Rainy Night Aug 1, 2020 Image Generation Image Segmentation
Code Code Available MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images Jul 26, 2020 Decoder Image Segmentation
Code Code Available Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Jul 21, 2020 3D Semantic Segmentation Image Segmentation
Code Code Available Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation Jul 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Jul 20, 2020 Clustering Image Segmentation
Code Code Available Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Jul 20, 2020 Cardiac Segmentation Few-Shot Semantic Segmentation
Code Code Available Integrative Analysis for COVID-19 Patient Outcome Prediction Jul 20, 2020 Computed Tomography (CT) COVID-19 Diagnosis
Code Code Available Autoregressive Unsupervised Image Segmentation Jul 16, 2020 Clustering Image Segmentation
Code Code Available On uncertainty estimation in active learning for image segmentation Jul 13, 2020 Active Learning Image Segmentation
Code Code Available Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation Jul 9, 2020 Data Augmentation 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 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 Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Jul 2, 2020 Deep Attention Image Segmentation
Code Code Available Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation Jul 1, 2020 Image Segmentation Segmentation
Code Code Available Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available A survey of loss functions for semantic segmentation Jun 26, 2020 Image Segmentation Segmentation
Code Code Available Affinity Fusion Graph-based Framework for Natural Image Segmentation Jun 24, 2020 Clustering Image Segmentation
Code Code Available 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 Realistic Adversarial Data Augmentation for MR Image Segmentation Jun 23, 2020 Data Augmentation Image Segmentation
Code Code Available HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images Jun 22, 2020 Decoder Image Segmentation
Code Code Available Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition Jun 20, 2020 Action Classification Action Recognition
Code Code Available Video Semantic Segmentation with Distortion-Aware Feature Correction Jun 18, 2020 Image Segmentation Optical Flow Estimation
Code Code Available Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available Cardiac Segmentation with Strong Anatomical Guarantees Jun 15, 2020 Cardiac Segmentation Image Segmentation
Code Code Available Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty Jun 10, 2020 Image Segmentation Segmentation
Code Code Available KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations Jun 8, 2020 Anatomy Image Segmentation
Code Code Available DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Jun 8, 2020 Cell Segmentation Colorectal Polyps Characterization
Code Code Available Uncertainty quantification in medical image segmentation with normalizing flows Jun 4, 2020 Diversity Image Segmentation
Code Code Available A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Jun 1, 2020 Computed Tomography (CT) Image Segmentation
Code Code Available DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation May 31, 2020 Decoder Image Segmentation
Code Code Available Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation May 30, 2020 Image Segmentation Segmentation
Code Code Available Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation May 28, 2020 Domain Adaptation Image Segmentation
Code Code Available Traditional Method Inspired Deep Neural Network for Edge Detection May 28, 2020 Edge Detection Image Segmentation
Code Code Available Lung Segmentation from Chest X-rays using Variational Data Imputation May 20, 2020 Data Augmentation Image Segmentation
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