Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 26

U-Net

Papers archive 2025-07-28

archive papers tagged: 2,588 · with a code link: 1,017 · where Syntology ran a sample: 156 (130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (156 of 2,588 tagged: 130 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)

Page 26 of 26: papers 2,501 to 2,588 of 2,588, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Deep End-to-end Fingerprint Denoising and Inpainting
  31 Jul 2018 · 1 repository · arXiv:1807.11888
• DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning
  26 Jul 2018 · 0 repositories · arXiv:1807.10215
• False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs
  26 Jul 2018 · 0 repositories · arXiv:1807.10756
• MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification
  26 Jul 2018 · 0 repositories · arXiv:1807.10111
• Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images
  25 Jul 2018 · 0 repositories · arXiv:1807.09607
• A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net
  21 Jul 2018 · 0 repositories · arXiv:1807.10600
• Automatic segmentation of skin lesions using deep learning
  13 Jul 2018 · 1 repository · arXiv:1807.04893
• 3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation
  27 Jun 2018 · 2 repositories · arXiv:1806.10342
• Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Multicenter Water-Fat MRI
  26 Jun 2018 · 1 repository · arXiv:1807.03122
• SkinNet: A Deep Learning Framework for Skin Lesion Segmentation
  25 Jun 2018 · 0 repositories · arXiv:1806.09522
• Synaptic partner prediction from point annotations in insect brains
  21 Jun 2018 · 0 repositories · arXiv:1806.08205
• Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder
  20 Jun 2018 · 1 repository · arXiv:1806.07554
• Automatic segmentation of prostate zones
  19 Jun 2018 · 0 repositories · arXiv:1806.07146
• A Probabilistic U-Net for Segmentation of Ambiguous Images
  13 Jun 2018 · 9 repositories · arXiv:1806.05034
  Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 1 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• Fully Convolutional Network for Automatic Road Extraction from Satellite Imagery
  13 Jun 2018 · 0 repositories · arXiv:1806.05182
• Imperfect Segmentation Labels: How Much Do They Matter?
  12 Jun 2018 · 1 repository · arXiv:1806.04618
• U-SegNet: Fully Convolutional Neural Network based Automated Brain tissue segmentation Tool
  12 Jun 2018 · 0 repositories · arXiv:1806.04429
• 3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation
  8 Jun 2018 · 0 repositories · arXiv:1806.03019
• Contextual Hourglass Networks for Segmentation and Density Estimation
  8 Jun 2018 · 0 repositories · arXiv:1806.04009
• Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation
  8 Jun 2018 · 10 repositories · arXiv:1806.03185
  Syntology official (archive's flag): 3 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 1 pointer-only (licence)
• Deep supervision with additional labels for retinal vessel segmentation task
  6 Jun 2018 · 0 repositories · arXiv:1806.02132
• Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
  4 Jun 2018 · 2 repositories · arXiv:1806.01313
• Crowd Counting via Adversarial Cross-Scale Consistency Pursuit
  1 Jun 2018 · 1 repository
• Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs
  1 Jun 2018 · 1 repository
• DocUNet: Document Image Unwarping via a Stacked U-Net
  1 Jun 2018 · 1 repository
• Fully Automated Organ Segmentation in Male Pelvic CT Images
  31 May 2018 · 0 repositories · arXiv:1805.12526
• RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules without Candidate Selection
  30 May 2018 · 0 repositories · arXiv:1805.11856
• Microscopy Cell Segmentation via Convolutional LSTM Networks
  29 May 2018 · 3 repositories · arXiv:1805.11247
• Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture
  25 May 2018 · 0 repositories · arXiv:1805.10397
• Multi-level Wavelet-CNN for Image Restoration
  18 May 2018 · 5 repositories · arXiv:1805.07071
• Deep Segmentation and Registration in X-Ray Angiography Video
  16 May 2018 · 1 repository · arXiv:1805.06406
• Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images
  8 May 2018 · 0 repositories · arXiv:1805.03278
• Learning Short-Cut Connections for Object Counting
  8 May 2018 · 0 repositories · arXiv:1805.02919
• Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup
  30 Apr 2018 · 0 repositories · arXiv:1804.11294
• Segmentation of both Diseased and Healthy Skin from Clinical Photographs in a Primary Care Setting
  16 Apr 2018 · 0 repositories · arXiv:1804.05944
• Select, Attend, and Transfer: Light, Learnable Skip Connections
  14 Apr 2018 · 0 repositories · arXiv:1804.05181
• Attention U-Net: Learning Where to Look for the Pancreas
  11 Apr 2018 · 37 repositories · arXiv:1804.03999
  Syntology official (archive's flag): 2 ran · 23 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 8 where Syntology's instrument failed) · 5 unverified (of 28 harvested samples) · 7 pointer-only (licence)
• One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis
  11 Apr 2018 · 0 repositories
• Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects
  9 Apr 2018 · 1 repository · arXiv:1804.02943
• Multi-scale Processing of Noisy Images using Edge Preservation Losses
  26 Mar 2018 · 1 repository · arXiv:1803.09420
• One-Shot Segmentation in Clutter
  26 Mar 2018 · 1 repository · arXiv:1803.09597
• Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge
  28 Feb 2018 · 7 repositories · arXiv:1802.10508
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells
  21 Feb 2018 · 2 repositories · arXiv:1802.07465
• Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
  20 Feb 2018 · 12 repositories · arXiv:1802.06955
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 5 pointer-only (licence)
• Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network
  19 Feb 2018 · 0 repositories · arXiv:1802.06865
• Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets
  7 Feb 2018 · 0 repositories · arXiv:1802.02571
• A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin
  5 Feb 2018 · 0 repositories · arXiv:1802.02213
• Shift-Net: Image Inpainting via Deep Feature Rearrangement
  29 Jan 2018 · 2 repositories · arXiv:1801.09392
• Staff line Removal using Generative Adversarial Networks
  22 Jan 2018 · 0 repositories · arXiv:1801.07141
• TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation
  17 Jan 2018 · 13 repositories · arXiv:1801.05746
  Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Anatomical Data Augmentation For CNN based Pixel-wise Classification
  7 Jan 2018 · 0 repositories · arXiv:1801.02261
• Towards dense object tracking in a 2D honeybee hive
  22 Dec 2017 · 2 repositories · arXiv:1712.08324
• Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images
  17 Dec 2017 · 0 repositories · arXiv:1712.06203
• Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
  14 Dec 2017 · 1 repository · arXiv:1712.05319
• Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks
  13 Dec 2017 · 0 repositories · arXiv:1712.05053
• Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks
  5 Dec 2017 · 0 repositories · arXiv:1712.01509
• Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation
  30 Nov 2017 · 5 repositories · arXiv:1712.00080
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Road Extraction by Deep Residual U-Net
  29 Nov 2017 · 13 repositories · arXiv:1711.10684
• EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies
  10 Nov 2017 · 1 repository · arXiv:1711.03954
• Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net
  4 Nov 2017 · 1 repository · arXiv:1711.01506
• Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation
  31 Oct 2017 · 0 repositories · arXiv:1711.00139
• Separation of Water and Fat Magnetic Resonance Imaging Signals Using Deep Learning with Convolutional Neural Networks
  27 Oct 2017 · 0 repositories · arXiv:1711.00107
• Singing Voice Separation with Deep U-Net Convolutional Networks
  27 Oct 2017 · 1 repository
• Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning
  25 Oct 2017 · 1 repository · arXiv:1710.09338
• Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net
  23 Oct 2017 · 0 repositories · arXiv:1710.08149
• GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
  3 Oct 2017 · 2 repositories · arXiv:1710.00962
• Skin Lesion Segmentation: U-Nets versus Clustering
  27 Sep 2017 · 0 repositories · arXiv:1710.01248
• A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning
  26 Sep 2017 · 0 repositories · arXiv:1709.09233
• Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction
  9 Sep 2017 · 1 repository · arXiv:1709.02974
• DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation
  1 Sep 2017 · 2 repositories · arXiv:1709.00201
• Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT
  28 Aug 2017 · 3 repositories · arXiv:1708.08333
• Tags2Parts: Discovering Semantic Regions from Shape Tags
  22 Aug 2017 · 1 repository · arXiv:1708.06673
• PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection
  21 Aug 2017 · 2 repositories · arXiv:1708.06433
• An Improved Neural Segmentation Method Based on U-NET
  16 Aug 2017 · 0 repositories · arXiv:1708.04747
• Anisotropic EM Segmentation by 3D Affinity Learning and Agglomeration
  27 Jul 2017 · 0 repositories · arXiv:1707.08935
• Residual Conv-Deconv Grid Network for Semantic Segmentation
  25 Jul 2017 · 1 repository · arXiv:1707.07958
• SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization
  5 Jul 2017 · 0 repositories · arXiv:1707.01428
• Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN
  11 Jun 2017 · 2 repositories · arXiv:1706.03319
• Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy
  9 Jun 2017 · 0 repositories · arXiv:1706.03142
• SegAN: Adversarial Network with Multi-scale L₁ Loss for Medical Image Segmentation
  6 Jun 2017 · 2 repositories · arXiv:1706.01805
• Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering
  2 Jun 2017 · 0 repositories · arXiv:1706.00842
• Superhuman Accuracy on the SNEMI3D Connectomics Challenge
  31 May 2017 · 4 repositories · arXiv:1706.00120
• GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
  24 May 2017 · 0 repositories · arXiv:1705.08943
• Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection
  17 May 2017 · 0 repositories · arXiv:1705.06264
• Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
  12 Apr 2017 · 0 repositories · arXiv:1704.03660
• Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network
  4 Apr 2017 · 2 repositories · arXiv:1704.00979
• 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
  21 Jun 2016 · 27 repositories · arXiv:1606.06650
  Syntology 59 ran (of which 18 constructed an object rather than computing a result; 42 with no instrument failure: 4 honoured, 0 violated, 38 with no contract checked; 17 where Syntology's instrument failed) · 17 unverified (of 76 harvested samples) · 20 pointer-only (licence)
• U-Net: Convolutional Networks for Biomedical Image Segmentation
  18 May 2015 · 487 repositories · arXiv:1505.04597
  Syntology 530 ran (of which 247 constructed an object rather than computing a result; 383 with no instrument failure: 14 honoured, 6 violated, 363 with no contract checked; 147 where Syntology's instrument failed) · 227 unverified (of 757 harvested samples) · 426 pointer-only (licence)