Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data Sep 20, 2019 Benchmarking Ensemble Learning
Code Code Available 5 DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Apr 17, 2019 Data Augmentation Image Registration
Code Code Available 5 Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach Aug 26, 2018 Image Segmentation Segmentation
Code Code Available 5 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available 5 A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract Dec 15, 2016 Denoising Image Denoising
Code Code Available 5 Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation Jul 7, 2024 Contrastive Learning Image Registration
Code Code Available 5 Information-Theoretic Segmentation by Inpainting Error Maximization Dec 14, 2020 Image Segmentation Segmentation
Code Code Available 5 Input Invex Neural Network Jun 16, 2021 Image Classification Image Segmentation
Code Code Available 5 Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation May 30, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Deconver: A Deconvolutional Network for Medical Image Segmentation Apr 1, 2025 Image Restoration Image Segmentation
Code Code Available 5 Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model Dec 3, 2018 Image Segmentation Medical Image Segmentation
Code Code Available 5 Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks Sep 17, 2022 Computed Tomography (CT) Image Segmentation
Code Code Available 5 Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks May 19, 2020 Adversarial Robustness General Classification
Code Code Available 5 Fast Segment Anything Jun 21, 2023 Edge Detection Image Segmentation
Code Code Available 5 Instance Segmentation as Image Segmentation Annotation Feb 1, 2019 Decoder Image Segmentation
Code Code Available 5 Large-scale image segmentation based on distributed clustering algorithms Jun 21, 2021 Chunking Clustering
Code Code Available 5 DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals Jan 30, 2019 Image Segmentation Semantic Segmentation
Code Code Available 5 FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Oct 27, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation May 15, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation Jun 27, 2023 Contrastive Learning Image Segmentation
Code Code Available 5 Improving the generalizability of convolutional neural network-based segmentation on CMR images Jul 2, 2019 Image Segmentation Segmentation
Code Code Available 5 Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding Apr 12, 2024 Decoder Image Segmentation
Code Code Available 5 Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available 5 DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation Nov 17, 2024 Image Segmentation Segmentation
Code Code Available 5 Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks Aug 27, 2020 Image Segmentation Segmentation
Code Code Available 5 Improved post-hoc probability calibration for out-of-domain MRI segmentation Aug 4, 2022 Image Segmentation MRI segmentation
Code Code Available 5 A multi-contrast MRI approach to thalamus segmentation Jul 27, 2018 Anatomy Image Segmentation
Code Code Available 5 Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Oct 20, 2024 Image Segmentation Instance Segmentation
Code Code Available 5 Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Oct 9, 2022 Decoder Image Segmentation
Code Code Available 5 ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Improved Image Segmentation via Cost Minimization of Multiple Hypotheses Jan 31, 2018 Diversity Image Segmentation
Code Code Available 5 Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks Apr 12, 2020 Image Segmentation Medical Image Segmentation
Code Code Available 5 Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation Sep 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Immunofluorescence Capillary Imaging Segmentation: Cases Study Jul 14, 2022 Benchmarking Image Segmentation
Code Code Available 5 Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation Jul 30, 2019 Image Segmentation Lesion Segmentation
Code Code Available 5 Data-driven approaches for electrical impedance tomography image segmentation from partial boundary data May 6, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Jan 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions Dec 30, 2018 Autonomous Driving Image Segmentation
Code Code Available 5 Datacube segmentation via Deep Spectral Clustering Jan 31, 2024 Clustering Deep Clustering
Code Code Available 5 Image Segmentation Using Hierarchical Merge Tree May 24, 2015 Image Segmentation Segmentation
Code Code Available 5 Image Segmentation using Sparse Subset Selection Apr 8, 2018 Image Segmentation Segmentation
Code Code Available 5 Data augmentation using learned transformations for one-shot medical image segmentation Feb 25, 2019 Anatomy Data Augmentation
Code Code Available 5 Adaptive Active Contour Model for Brain Tumor Segmentation Jul 22, 2022 Brain Tumor Segmentation Edge Detection
Code Code Available 5 Image Segmentation with Topological Priors May 12, 2022 Image Segmentation Segmentation
Code Code Available 5 Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped network May 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation May 15, 2025 Data Augmentation Image Segmentation
Code Code Available 5 Automated Deep Photo Style Transfer Jan 12, 2019 Image Segmentation Segmentation
Code Code Available 5 Image Segmentation: Inducing graph-based learning Jan 7, 2025 Autonomous Driving Image Segmentation
Code Code Available 5 Image-level Regression for Uncertainty-aware Retinal Image Segmentation May 27, 2024 Image Segmentation regression
Code Code Available 5 Image Segmentation by Iterative Inference from Conditional Score Estimation May 21, 2017 Denoising Image Segmentation
Code Code Available 5 