Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available 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 Label noise in segmentation networks : mitigation must deal with bias Jul 5, 2021 Image Segmentation Medical Image Segmentation
— Unverified fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Jul 5, 2021 Clustering Deep Clustering
— Unverified Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization Jul 1, 2021 Image Segmentation Scene Understanding
— Unverified Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography Jun 29, 2021 Image Segmentation Segmentation
Code Code Available Are conditional GANs explicitly conditional? Jun 28, 2021 Data Augmentation Depth Estimation
— Unverified Poisoning the Search Space in Neural Architecture Search Jun 28, 2021 Autonomous Driving Image Segmentation
— Unverified Residual Moment Loss for Medical Image Segmentation Jun 27, 2021 Image Segmentation Medical Image Segmentation
— Unverified Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation Jun 24, 2021 Image Segmentation Segmentation
— Unverified Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified MEAL: Manifold Embedding-based Active Learning Jun 22, 2021 Active Learning Autonomous Driving
— Unverified Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net Jun 22, 2021 Decoder Image Segmentation
— Unverified Improving Multi-Modal Learning with Uni-Modal Teachers Jun 21, 2021 Image Segmentation Semantic Segmentation
— Unverified Distilling effective supervision for robust medical image segmentation with noisy labels Jun 21, 2021 Image Segmentation Learning with noisy labels
— Unverified Large-scale image segmentation based on distributed clustering algorithms Jun 21, 2021 Chunking Clustering
Code Code Available 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 More than Encoder: Introducing Transformer Decoder to Upsample Jun 20, 2021 Decoder Image Segmentation
— Unverified ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation Jun 19, 2021 Continual Learning Image Segmentation
— Unverified Bottom-Up Shift and Reasoning for Referring Image Segmentation Jun 19, 2021 Image Segmentation 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 Input Invex Neural Network Jun 16, 2021 Image Classification Image Segmentation
Code Code Available A Spiking Neural Network for Image Segmentation Jun 16, 2021 Benchmarking CPU
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified CMF: Cascaded Multi-model Fusion for Referring Image Segmentation Jun 16, 2021 Image Segmentation Segmentation
Code Code Available Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Jun 15, 2021 Domain Adaptation Heart Segmentation
— Unverified CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Jun 15, 2021 Data Augmentation Diversity
— Unverified A Hybrid mmWave and Camera System for Long-Range Depth Imaging Jun 15, 2021 Depth Estimation Image Segmentation
— Unverified Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation Jun 12, 2021 Contrastive Learning Image Segmentation
— Unverified Interior point search for nonparametric image segmentation Jun 11, 2021 Boundary Detection Image Segmentation
— Unverified RLCorrector: Reinforced Proofreading for Cell-level Microscopy Image Segmentation Jun 10, 2021 Image Segmentation reinforcement-learning
— Unverified Spatio-Temporal Dual-Stream Neural Network for Sequential Whole-Body PET Segmentation Jun 9, 2021 Image Segmentation Segmentation
— Unverified Fully Transformer Networks for Semantic Image Segmentation Jun 8, 2021 Decoder Face Parsing
— Unverified Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning Jun 8, 2021 Deep Reinforcement Learning Image Segmentation
Code Code Available Weakly Supervised Volumetric Image Segmentation with Deformed Templates Jun 7, 2021 Computed Tomography (CT) Image Segmentation
— Unverified Using GANs to Augment Data for Cloud Image Segmentation Task Jun 6, 2021 Image Segmentation Segmentation
— Unverified Meta-learning with implicit gradients in a few-shot setting for medical image segmentation Jun 6, 2021 Few-Shot Learning Image Segmentation
— Unverified Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment Jun 5, 2021 Domain Adaptation image-classification
— Unverified Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks Jun 5, 2021 Image Segmentation Metric Learning
— Unverified Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation Jun 3, 2021 Contrastive Learning Decoder
— Unverified Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition Jun 1, 2021 Anatomy Image Segmentation
— Unverified Analysis of Vision-based Abnormal Red Blood Cell Classification Jun 1, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified Learning Uncertainty For Safety-Oriented Semantic Segmentation In Autonomous Driving May 28, 2021 Autonomous Driving Image Segmentation
— Unverified Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data May 28, 2021 Image Segmentation Semantic Segmentation
— Unverified Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation May 27, 2021 Contrastive Learning Decoder
— Unverified Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions May 27, 2021 Cardiac Segmentation Computed Tomography (CT)
— Unverified ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents May 25, 2021 Image Segmentation Key Information Extraction
— Unverified Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation May 25, 2021 Adversarial Attack Data Augmentation
— Unverified 