Multi-task Federated Learning for Heterogeneous Pancreas Segmentation Aug 19, 2021 Federated Learning Image Segmentation
— Unverified Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey Aug 19, 2021 Deep Learning Image Segmentation
— Unverified spectrai: A deep learning framework for spectral data Aug 17, 2021 Deep Learning Denoising
Code Code Available Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Aug 17, 2021 Diversity Image Segmentation
Code Code Available Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Aug 15, 2021 Automatic Liver And Tumor Segmentation Image Segmentation
— Unverified Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles Aug 14, 2021 Image Segmentation object-detection
— Unverified SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Aug 13, 2021 Data Augmentation Image Generation
— Unverified Few-Shot Segmentation with Global and Local Contrastive Learning Aug 11, 2021 Contrastive Learning Image Segmentation
Code Code Available U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations Aug 10, 2021 Image Segmentation Semantic Segmentation
Code Code Available Towards to Robust and Generalized Medical Image Segmentation Framework Aug 9, 2021 Image Reconstruction Image Segmentation
Code Code Available Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images Aug 6, 2021 Brain Segmentation Image Segmentation
— Unverified Medical image segmentation with imperfect 3D bounding boxes Aug 6, 2021 Image Segmentation Medical Image Segmentation
— Unverified Source-Free Domain Adaptation for Image Segmentation Aug 6, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available Shape Modeling with Spline Partitions Aug 5, 2021 Image Segmentation Semantic Segmentation
Code Code Available Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows Aug 4, 2021 Decision Making Image Segmentation
Code Code Available Region-wise Loss for Biomedical Image Segmentation Aug 3, 2021 Image Segmentation Semantic Segmentation
Code Code Available Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT Aug 2, 2021 Decoder image-classification
— Unverified Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Aug 2, 2021 Few-Shot Learning Image Segmentation
Code Code Available Detectron2 Object Detection & Manipulating Images using Cartoonization Aug 1, 2021 Autonomous Vehicles Data Visualization
Code Code Available Visual Boundary Knowledge Translation for Foreground Segmentation Aug 1, 2021 Foreground Segmentation Image Segmentation
Code Code Available Style Curriculum Learning for Robust Medical Image Segmentation Aug 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation Jul 30, 2021 Image Segmentation Segmentation
— Unverified Mapping Vulnerable Populations with AI Jul 29, 2021 Humanitarian Image Segmentation
— Unverified Open-World Entity Segmentation Jul 29, 2021 Image Manipulation Image Segmentation
Code Code Available Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jul 29, 2021 Contrastive Learning image-classification
Code Code Available AASeg: Attention Aware Network for Real Time Semantic Segmentation Jul 27, 2021 Image Segmentation Real-Time Semantic Segmentation
— Unverified Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation Jul 26, 2021 Decoder Image Segmentation
Code Code Available Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIP Jul 26, 2021 Image Segmentation Segmentation
Code Code Available Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation Jul 26, 2021 Image Segmentation Semantic Segmentation
— Unverified Personalized Image Semantic Segmentation Jul 24, 2021 Image Segmentation Segmentation
Code Code Available Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions Jul 24, 2021 Decoder Image Segmentation
Code Code Available Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation Jul 22, 2021 Data Augmentation Image Segmentation
Code Code Available Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation Jul 21, 2021 Image Segmentation Medical Image Analysis
Code Code Available Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Jul 21, 2021 Computed Tomography (CT) Image Segmentation
Code Code Available Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Jul 21, 2021 Image Segmentation object-detection
Code Code Available Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data Jul 21, 2021 Few-Shot Learning Image Segmentation
Code Code Available VTBIS: Vision Transformer for Biomedical Image Segmentation Jul 20, 2021 Decoder Image Segmentation
— Unverified An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net Jul 20, 2021 Cell Segmentation Image Segmentation
Code Code Available LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation Jul 19, 2021 Decoder Image Segmentation
Code Code Available Double Similarity Distillation for Semantic Image Segmentation Jul 19, 2021 Image Segmentation Knowledge Distillation
— Unverified Transductive image segmentation: Self-training and effect of uncertainty estimation Jul 19, 2021 Image Segmentation Medical Image Analysis
— Unverified Tracing Halpha Fibrils through Bayesian Deep Learning Jul 16, 2021 Deep Learning Image Segmentation
— Unverified Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation Jul 16, 2021 Image Segmentation Medical Image Segmentation
— Unverified What Image Features Boost Housing Market Predictions? Jul 15, 2021 Image Segmentation Semantic Segmentation
— Unverified Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift Jul 13, 2021 Image Segmentation Organ Segmentation
— Unverified The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation Jul 12, 2021 AutoML Image Segmentation
— Unverified TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation Jul 12, 2021 Decoder Image Segmentation
Code Code Available TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Jul 12, 2021 Image Segmentation Medical Image Segmentation
Code Code Available A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Jul 11, 2021 Clustering Image Segmentation
Code Code Available 