Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation Jul 10, 2021 Image Segmentation Medical Image Segmentation
— Unverified Modality specific U-Net variants for biomedical image segmentation: A survey Jul 9, 2021 Image Segmentation Semantic Segmentation
— Unverified Towards Robust General Medical Image Segmentation Jul 9, 2021 image-classification Image Classification
Code Code Available Hierarchical Semantic Segmentation using Psychometric Learning Jul 7, 2021 Image Segmentation Metric Learning
— Unverified Image Complexity Guided Network Compression for Biomedical Image Segmentation Jul 6, 2021 Image Segmentation Segmentation
— Unverified A new smart-cropping pipeline for prostate segmentation using deep learning networks Jul 6, 2021 Image Segmentation Segmentation
— Unverified Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps Jul 6, 2021 Disease Prediction image-classification
— Unverified Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Jul 5, 2021 Clustering Deep Clustering
— Unverified Label noise in segmentation networks : mitigation must deal with bias Jul 5, 2021 Image Segmentation Medical Image Segmentation
— Unverified UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Jul 2, 2021 Decoder Image Segmentation
Code Code Available Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation Jul 2, 2021 Data Augmentation Image Reconstruction
Code Code Available Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization Jul 1, 2021 Image Segmentation Scene Understanding
— Unverified DivergentNets: Medical Image Segmentation by Network Ensemble Jul 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation Jul 1, 2021 Image Segmentation Segmentation
Code Code Available SinGAN-Seg: Synthetic training data generation for medical image segmentation Jun 29, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography Jun 29, 2021 Image Segmentation Segmentation
Code Code Available Poisoning the Search Space in Neural Architecture Search Jun 28, 2021 Autonomous Driving Image Segmentation
— Unverified K-Net: Towards Unified Image Segmentation Jun 28, 2021 Image Segmentation Instance Segmentation
Code Code Available Are conditional GANs explicitly conditional? Jun 28, 2021 Data Augmentation Depth Estimation
— Unverified Multi-Compound Transformer for Accurate Biomedical Image Segmentation Jun 28, 2021 image-classification Image Classification
Code Code Available Residual Moment Loss for Medical Image Segmentation Jun 27, 2021 Image Segmentation Medical Image Segmentation
— Unverified BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation Jun 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation Jun 24, 2021 Image Segmentation Segmentation
— Unverified Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation Jun 24, 2021 Disentanglement Image Segmentation
Code Code Available Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images Jun 23, 2021 Autonomous Driving Decision Making
Code Code Available Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net Jun 22, 2021 Decoder Image Segmentation
— Unverified MEAL: Manifold Embedding-based Active Learning Jun 22, 2021 Active Learning Autonomous Driving
— Unverified Large-scale image segmentation based on distributed clustering algorithms Jun 21, 2021 Chunking Clustering
Code Code Available Improving Multi-Modal Learning with Uni-Modal Teachers Jun 21, 2021 Image Segmentation Semantic Segmentation
— Unverified Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation Jun 21, 2021 Image Segmentation Segmentation
— Unverified Distilling effective supervision for robust medical image segmentation with noisy labels Jun 21, 2021 Image Segmentation Learning with noisy labels
— Unverified Quality-Aware Memory Network for Interactive Volumetric Image Segmentation Jun 20, 2021 Active Learning Image Segmentation
Code Code Available More than Encoder: Introducing Transformer Decoder to Upsample Jun 20, 2021 Decoder Image Segmentation
— Unverified Bottom-Up Shift and Reasoning for Referring Image Segmentation Jun 19, 2021 Image Segmentation Segmentation
Code Code Available Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling Jun 19, 2021 Diagnostic Image Segmentation
Code Code Available ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation Jun 19, 2021 Continual Learning Image Segmentation
— Unverified Polygonal Building Extraction by Frame Field Learning Jun 19, 2021 Image Segmentation Multi-Task Learning
Code Code Available How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Jun 18, 2021 Data Augmentation image-classification
Code Code Available Medical Matting: A New Perspective on Medical Segmentation with Uncertainty Jun 18, 2021 Image Matting Image Segmentation
Code Code Available Trilateral Attention Network for Real-time Medical Image Segmentation Jun 17, 2021 Cardiac Segmentation Image Segmentation
— Unverified Knowledge distillation from multi-modal to mono-modal segmentation networks Jun 17, 2021 Brain Tumor Segmentation Image Segmentation
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified A Spiking Neural Network for Image Segmentation Jun 16, 2021 Benchmarking CPU
— Unverified Input Invex Neural Network Jun 16, 2021 Image Classification Image Segmentation
Code Code Available Positional Contrastive Learning for Volumetric Medical Image Segmentation Jun 16, 2021 Contrastive Learning image-classification
Code Code Available CMF: Cascaded Multi-model Fusion for Referring Image Segmentation Jun 16, 2021 Image Segmentation Segmentation
Code Code Available CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Jun 15, 2021 Data Augmentation Diversity
— Unverified 