BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces Oct 25, 2021 Image Segmentation Interactive Segmentation
— Unverified espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology Oct 23, 2021 Image Segmentation Object
— Unverified MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Oct 23, 2021 Decoder image-classification
Code Code Available Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image Segmentation Oct 22, 2021 Density Estimation Image Segmentation
Code Code Available Explainable, automated urban interventions to improve pedestrian and vehicle safety Oct 22, 2021 Image Segmentation Semantic Segmentation
— Unverified Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks Oct 21, 2021 Data Augmentation Decision Making Under Uncertainty
— Unverified Semantic Segmentation for Urban-Scene Images Oct 20, 2021 Autonomous Driving Image Segmentation
Code Code Available AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Oct 20, 2021 Decoder GPU
— Unverified Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding Oct 18, 2021 Image Segmentation Segmentation
— Unverified A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data Oct 18, 2021 Image Segmentation Medical Image Segmentation
— Unverified Temporally stable video segmentation without video annotations Oct 17, 2021 Decoder Image Segmentation
— Unverified Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Oct 17, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Convolutional Deep Denoising Autoencoders for Radio Astronomical Images Oct 16, 2021 Denoising Image Segmentation
— Unverified Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation Oct 14, 2021 Clustering feature selection
— Unverified Domain generalization in deep learning for contrast-enhanced imaging Oct 14, 2021 Anatomy Data Augmentation
— Unverified Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning Oct 12, 2021 Content-Based Image Retrieval Ensemble Learning
— Unverified Vit-GAN: Image-to-image Translation with Vision Transformes and Conditional GANS Oct 11, 2021 Image Segmentation Image-to-Image Translation
Code Code Available ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Oct 11, 2021 Federated Learning Image Segmentation
Code Code Available MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation Oct 11, 2021 Fault Detection Image Segmentation
Code Code Available Two-stage Visual Cues Enhancement Network for Referring Image Segmentation Oct 9, 2021 Image Segmentation Retrieval
Code Code Available DenseNet approach to segmentation and classification of dermatoscopic skin lesions images Oct 9, 2021 Classification Diagnostic
Code Code Available SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection Oct 7, 2021 Image Segmentation Segmentation
— Unverified InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization Oct 7, 2021 Image Segmentation Representation Learning
— Unverified Robust Segmentation of Cell Nuclei in 3-D Microscopy Images Oct 7, 2021 Image Segmentation Segmentation
— Unverified Clustering Plotted Data by Image Segmentation Oct 6, 2021 Clustering Image Segmentation
Code Code Available E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection Oct 5, 2021 Decoder Deep Learning
— Unverified Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice Oct 5, 2021 Gaussian Processes Image Segmentation
— Unverified Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Oct 5, 2021 Data Augmentation Image Segmentation
Code Code Available Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation Oct 5, 2021 Data Augmentation Deep Learning
Code Code Available Differentiable Spline Approximations Oct 4, 2021 3D Point Cloud Reconstruction BIG-bench Machine Learning
— Unverified CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep Learning Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available Bounding Box Tightness Prior for Weakly Supervised Image Segmentation Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available UNCERTAINTY QUANTIFICATION USING VARIATIONAL INFERENCE FOR BIOMEDICAL IMAGE SEGMENTATION Sep 29, 2021 Decoder image-classification
— Unverified One Stage Autoencoders for Multi-Domain Learning Sep 29, 2021 Clustering Image Clustering
— Unverified Model-Based Robust Adaptive Semantic Segmentation Sep 29, 2021 Autonomous Vehicles Image Segmentation
— Unverified A Compositional Approach to Occlusion in Panoptic Segmentation Sep 29, 2021 Image Segmentation object-detection
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Rethinking Client Reweighting for Selfish Federated Learning Sep 29, 2021 Federated Learning image-classification
— Unverified Training on Polar Image Transformations Improves Biomedical Image Segmentation Sep 29, 2021 Image Segmentation Lesion Segmentation
Code Code Available MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation Sep 29, 2021 Domain Generalization Few-Shot Learning
— Unverified All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Sep 28, 2021 All Brain Tumor Segmentation
— Unverified Using Soft Labels to Model Uncertainty in Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Sep 26, 2021 Image Segmentation Medical Image Segmentation
— Unverified Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 22, 2021 Domain Adaptation Image Segmentation
— Unverified Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Sep 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available Survey on Semantic Stereo Matching / Semantic Depth Estimation Sep 21, 2021 3D Reconstruction Autonomous Driving
— Unverified Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Sep 21, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 