R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation May 5, 2021 Data Augmentation Image Segmentation
— Unverified CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis May 5, 2021 Image Segmentation Medical Image Analysis
— Unverified Bayesian Logistic Shape Model Inference: application to cochlea image segmentation May 5, 2021 Bayesian Inference Image Segmentation
— Unverified Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation May 5, 2021 Image Segmentation Semantic Segmentation
— Unverified Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction May 4, 2021 Image Segmentation Semantic Segmentation
Code Code Available Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation May 4, 2021 Image Segmentation Segmentation
— Unverified Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! May 3, 2021 Image Segmentation Medical Image Segmentation
Code Code Available IPatch: A Remote Adversarial Patch Apr 30, 2021 Autonomous Vehicles Image Segmentation
— Unverified CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications Apr 29, 2021 Face Detection Image Segmentation
— Unverified A Rigid Registration Method in TEVAR Apr 29, 2021 Computed Tomography (CT) Image Segmentation
— Unverified Pyramid Medical Transformer for Medical Image Segmentation Apr 29, 2021 Image Segmentation Medical Image Segmentation
— Unverified Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation Apr 28, 2021 Gaussian Processes Image Segmentation
— Unverified Two stages for visual object tracking Apr 28, 2021 Image Segmentation Object
— Unverified LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images Apr 28, 2021 Image Segmentation Lesion Segmentation
Code Code Available A Deep Learning Object Detection Method for an Efficient Clusters Initialization Apr 28, 2021 Clustering Deep Learning
— Unverified Rethinking BiSeNet For Real-time Semantic Segmentation Apr 27, 2021 Decoder Dichotomous Image Segmentation
Code Code Available Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Apr 27, 2021 Image Segmentation Medical Image Segmentation
Code Code Available MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Apr 25, 2021 Image Segmentation Interactive Segmentation
Code Code Available Quantization of Deep Neural Networks for Accurate Edge Computing Apr 25, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation Apr 22, 2021 Image Segmentation Incremental Learning
— Unverified Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks Apr 21, 2021 Image Segmentation Segmentation
— Unverified Comprehensive Multi-Modal Interactions for Referring Image Segmentation Apr 21, 2021 Image Segmentation Referring Expression Segmentation
Code Code Available Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation Apr 20, 2021 Federated Learning Image Segmentation
— Unverified GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Apr 20, 2021 Clustering Image Generation
Code Code Available Flow-based Video Segmentation for Human Head and Shoulders Apr 20, 2021 Decoder Image Matting
Code Code Available Gaussian Dynamic Convolution for Efficient Single-Image Segmentation Apr 18, 2021 Image Segmentation Segmentation
— Unverified Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Apr 17, 2021 Clustering Image Segmentation
Code Code Available The Butterfly Effect in Primary Visual Cortex Apr 15, 2021 Computational Efficiency Image Segmentation
— Unverified Unsupervised Hyperspectral Stimulated Raman Microscopy Image Enhancement: Denoising and Segmentation via One-Shot Deep Learning Apr 14, 2021 Clustering Denoising
Code Code Available ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation Apr 14, 2021 Bayesian Inference Decision Making
Code Code Available DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Apr 13, 2021 Decoder Image Segmentation
Code Code Available ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Apr 13, 2021 image-classification Image Classification
Code Code Available Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation Apr 13, 2021 Active Learning General Classification
— Unverified Spatially Varying Label Smoothing: Capturing Uncertainty from Expert Annotations Apr 12, 2021 Image Segmentation Segmentation
Code Code Available An MRF-UNet Product of Experts for Image Segmentation Apr 12, 2021 Image Segmentation Semantic Segmentation
Code Code Available Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation Apr 12, 2021 Anomaly Detection Cardiac Segmentation
Code Code Available Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Apr 12, 2021 Domain Generalization Generative Adversarial Network
— Unverified Two layer Ensemble of Deep Learning Models for Medical Image Segmentation Apr 10, 2021 Deep Learning Image Segmentation
— Unverified Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation Apr 10, 2021 Ensemble Learning Image Segmentation
— Unverified Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories Apr 9, 2021 General Classification Image Classification
— Unverified BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation Apr 8, 2021 Decoder Denoising
— Unverified Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images Apr 8, 2021 Computed Tomography (CT) Decoder
— Unverified First arrival picking using U-net with Lovasz loss and nearest point picking method Apr 6, 2021 Contour Detection Image Segmentation
— Unverified Automated lung segmentation from CT images of normal and COVID-19 pneumonia patients Apr 5, 2021 Image Segmentation Segmentation
— Unverified Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation Apr 5, 2021 Image Segmentation Medical Image Analysis
— Unverified Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images Apr 5, 2021 Boundary Detection Image Segmentation
— Unverified Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework Apr 4, 2021 GPU Image Segmentation
Code Code Available Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation Apr 2, 2021 Autonomous Driving Decoder
— Unverified Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation Apr 2, 2021 3D geometry Decoder
Code Code Available MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking Apr 1, 2021 Clustering Density Estimation
— Unverified 