DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation Jan 22, 2021 Active Learning Ensemble Learning
Code Code Available Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation Jan 22, 2021 Image Segmentation Object
Code Code Available Analysis of Information Flow Through U-Nets Jan 21, 2021 Image Segmentation Semantic Segmentation
Code Code Available Finger Vein Recognition by Generating Code Jan 21, 2021 Finger Vein Recognition Image Segmentation
— Unverified Cell image segmentation by Feature Random Enhancement Module Jan 20, 2021 Image Segmentation Segmentation
— Unverified Nonparametric clustering for image segmentation Jan 20, 2021 Clustering Image Segmentation
— Unverified A survey on shape-constraint deep learning for medical image segmentation Jan 19, 2021 Image Segmentation Medical Image Segmentation
— Unverified Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans Jan 19, 2021 Computed Tomography (CT) Deep Learning
— Unverified Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— Unverified A tool for user friendly, cloud based, whole slide image segmentation Jan 18, 2021 Image Segmentation Management
— Unverified PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation Jan 15, 2021 Autonomous Driving Human Part Segmentation
— Unverified U-Noise: Learnable Noise Masks for Interpretable Image Segmentation Jan 14, 2021 Decision Making Image Segmentation
Code Code Available Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision Jan 13, 2021 Diagnostic image-classification
— Unverified Boundary-Aware Segmentation Network for Mobile and Web Applications Jan 12, 2021 Camouflaged Object Segmentation Decoder
Code Code Available Rethinking Interactive Image Segmentation: Feature Space Annotation Jan 12, 2021 Foreground Segmentation Image Segmentation
Code Code Available Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer Jan 11, 2021 Image Segmentation Medical Image Analysis
— Unverified Distribution-Free, Risk-Controlling Prediction Sets Jan 7, 2021 BIG-bench Machine Learning Classification
Code Code Available Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation Jan 7, 2021 Active Learning BIG-bench Machine Learning
— Unverified Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jan 7, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation Jan 5, 2021 Image Segmentation Medical Image Segmentation
— Unverified Domain Adaptation for the Segmentation of Confidential Medical Images Jan 2, 2021 Domain Adaptation Image Segmentation
Code Code Available Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation Jan 1, 2021 Boundary Detection Image Segmentation
— Unverified Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks Jan 1, 2021 Generative Adversarial Network Image Segmentation
— Unverified Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution Jan 1, 2021 Boundary Detection Image Segmentation
— Unverified An Elastica Geodesic Approach With Convexity Shape Prior Jan 1, 2021 Image Segmentation Segmentation
— Unverified Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization Jan 1, 2021 Image Segmentation Segmentation
— Unverified Weakly Supervised Segmentation of Small Buildings With Point Labels Jan 1, 2021 Image Segmentation Segmentation
— Unverified Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? Jan 1, 2021 All Image Segmentation
Code Code Available Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop Jan 1, 2021 Autonomous Driving Image Segmentation
— Unverified Differentiable Programming for Piecewise Polynomial Functions Jan 1, 2021 Denoising Image Segmentation
— Unverified Cut out the annotator, keep the cutout: better segmentation with weak supervision Jan 1, 2021 Data Augmentation Few-Shot Learning
— Unverified Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation Jan 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Indirect Supervision to Mitigate Perturbations Jan 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Collective Robustness Certificates Jan 1, 2021 Adversarial Robustness Image Segmentation
— Unverified Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study Dec 31, 2020 Image Segmentation MRI segmentation
— Unverified Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer Dec 29, 2020 Image Segmentation Segmentation
Code Code Available Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning Dec 29, 2020 Generative Adversarial Network Image Segmentation
— Unverified Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Dec 27, 2020 Data Augmentation Domain Adaptation
Code Code Available ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Dec 23, 2020 Domain Adaptation Image Segmentation
— Unverified A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease Dec 22, 2020 Ensemble Learning image-classification
— Unverified Power-SLIC: Fast Superpixel Segmentations by Diagrams Dec 22, 2020 Image Segmentation Segmentation
— Unverified MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Dec 20, 2020 Decoder Image Segmentation
— Unverified Recent Advances of Generic Object Detection with Deep Learning: A Review Dec 19, 2020 Action Recognition Data Augmentation
— Unverified Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation Dec 18, 2020 Image Segmentation Medical Image Segmentation
— Unverified Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation Dec 17, 2020 Clustering Image Generation
— Unverified Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation Dec 16, 2020 Image Segmentation Medical Image Analysis
— Unverified Unsupervised Image Segmentation using Mutual Mean-Teaching Dec 16, 2020 Image Segmentation Segmentation
— Unverified mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets Dec 15, 2020 3D Semantic Segmentation Domain Adaptation
— Unverified D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation Dec 14, 2020 Image Segmentation Lesion Segmentation
— Unverified Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Dec 14, 2020 Image Segmentation Medical Image Segmentation
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