Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 24

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 24 of 26: papers 2,301 to 2,400 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.

• Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet
  23 Aug 2019 · 0 repositories · arXiv:1908.08631
• No Fear of the Dark: Image Retrieval under Varying Illumination Conditions
  23 Aug 2019 · 1 repository · arXiv:1908.08999
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 6 unverified (of 7 harvested samples)
• Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning
  21 Aug 2019 · 0 repositories · arXiv:1908.07704
• U-Net Training with Instance-Layer Normalization
  21 Aug 2019 · 0 repositories · arXiv:1908.08466
• Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
  19 Aug 2019 · 0 repositories · arXiv:1908.06792
• EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation
  17 Aug 2019 · 0 repositories · arXiv:1908.06337
• A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
  16 Aug 2019 · 0 repositories · arXiv:1908.05823
• Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings
  14 Aug 2019 · 0 repositories · arXiv:1908.05663
• Mask Mining for Improved Liver Lesion Segmentation
  14 Aug 2019 · 0 repositories · arXiv:1908.05062
• Automated Brain Tumour Segmentation Using Deep Fully Residual Convolutional Neural Networks
  12 Aug 2019 · 0 repositories · arXiv:1908.04250
• Semi-Supervised Multi-Task Learning With Chest X-Ray Images
  10 Aug 2019 · 0 repositories · arXiv:1908.03693
• Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit
  9 Aug 2019 · 0 repositories · arXiv:1908.03339
• Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation
  9 Aug 2019 · 0 repositories · arXiv:1908.03204
• An attempt at beating the 3D U-Net
  6 Aug 2019 · 1 repository · arXiv:1908.02182
• Knee menisci segmentation and relaxometry of 3D ultrashort echo time (UTE) cones MR imaging using attention U-Net with transfer learning
  5 Aug 2019 · 0 repositories · arXiv:1908.01594
• U-Net Fixed-Point Quantization for Medical Image Segmentation
  2 Aug 2019 · 2 repositories · arXiv:1908.01073
• Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation
  30 Jul 2019 · 1 repository · arXiv:1907.12975
• Automatic Calcium Scoring in Cardiac and Chest CT Using DenseRAUnet
  26 Jul 2019 · 0 repositories · arXiv:1907.11392
• Semantic Deep Intermodal Feature Transfer: Transferring Feature Descriptors Between Imaging Modalities
  26 Jul 2019 · 0 repositories · arXiv:1907.11436
• Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
  25 Jul 2019 · 1 repository · arXiv:1907.11150
  Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A CNN-based tool for automatic tongue contour tracking in ultrasound images
  24 Jul 2019 · 1 repository · arXiv:1907.10210
• Domain specific cues improve robustness of deep learning based segmentation of ct volumes
  23 Jul 2019 · 0 repositories · arXiv:1907.10132
• Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images
  23 Jul 2019 · 0 repositories · arXiv:1907.09983
• Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling
  21 Jul 2019 · 1 repository · arXiv:1907.08915
• A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images
  17 Jul 2019 · 0 repositories · arXiv:1907.07807
• CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation
  17 Jul 2019 · 0 repositories · arXiv:1907.07677
• A Divide-and-Conquer Approach towards Understanding Deep Networks
  14 Jul 2019 · 0 repositories · arXiv:1907.06194
• Deep Active Learning for Axon-Myelin Segmentation on Histology Data
  11 Jul 2019 · 3 repositories · arXiv:1907.05143
• Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
  11 Jul 2019 · 1 repository · arXiv:1907.05089
• One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking
  10 Jul 2019 · 1 repository · arXiv:1907.04641
• DSNet: Automatic Dermoscopic Skin Lesion Segmentation
  9 Jul 2019 · 2 repositories · arXiv:1907.04305
• Void region segmentation in ball grid array using u-net approach and synthetic data
  7 Jul 2019 · 0 repositories · arXiv:1907.04222
• Multi-level Wavelet Convolutional Neural Networks
  6 Jul 2019 · 3 repositories · arXiv:1907.03128
  Syntology official: not harvested · 0 ran · 4 unverified (of 4 harvested samples)
• AI-based evaluation of the SDGs: The case of crop detection with earth observation data
  5 Jul 2019 · 0 repositories · arXiv:1907.02813
• Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
  5 Jul 2019 · 0 repositories · arXiv:1907.02757
• DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning
  4 Jul 2019 · 0 repositories · arXiv:1907.02567
• Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
  3 Jul 2019 · 1 repository · arXiv:1907.01949
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Using Deep Learning to Count Albatrosses from Space
  3 Jul 2019 · 0 repositories · arXiv:1907.02040
• Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations
  2 Jul 2019 · 2 repositories · arXiv:1907.01277
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Seismic data denoising and deblending using deep learning
  2 Jul 2019 · 0 repositories · arXiv:1907.01497
• SkeletonNet: Shape Pixel to Skeleton Pixel
  2 Jul 2019 · 1 repository · arXiv:1907.01683
• Global Pixel Transformers for Virtual Staining of Microscopy Images
  1 Jul 2019 · 0 repositories · arXiv:1907.00941
• Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior
  29 Jun 2019 · 0 repositories · arXiv:1907.00281
• Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction
  27 Jun 2019 · 0 repositories · arXiv:1906.11484
• A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet
  25 Jun 2019 · 0 repositories · arXiv:1906.10486
• Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training
  24 Jun 2019 · 0 repositories · arXiv:1906.09745
• A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation
  14 Jun 2019 · 4 repositories · arXiv:1906.06148
  Syntology official (archive's flag): 15 ran · 15 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; 0 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples)
• Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
  14 Jun 2019 · 1 repository · arXiv:1906.06058
• Dense Deformation Network for High Resolution Tissue Cleared Image Registration
  13 Jun 2019 · 0 repositories · arXiv:1906.06180
• Scalable Neural Architecture Search for 3D Medical Image Segmentation
  13 Jun 2019 · 0 repositories · arXiv:1906.05956
• `Project & Excite' Modules for Segmentation of Volumetric Medical Scans
  11 Jun 2019 · 2 repositories · arXiv:1906.04649
• Recurrent U-Net for Resource-Constrained Segmentation
  11 Jun 2019 · 0 repositories · arXiv:1906.04913
• Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains
  10 Jun 2019 · 0 repositories · arXiv:1906.04301
• Extreme Points Derived Confidence Map as a Cue For Class-Agnostic Segmentation Using Deep Neural Network
  6 Jun 2019 · 1 repository · arXiv:1906.02421
• AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
  5 Jun 2019 · 0 repositories · arXiv:1906.01862
• Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
  5 Jun 2019 · 0 repositories · arXiv:1906.01795
• End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On
  4 Jun 2019 · 0 repositories · arXiv:1906.01347
• A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
  30 May 2019 · 4 repositories · arXiv:1905.13077
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Coherent Semantic Attention for Image Inpainting
  29 May 2019 · 3 repositories · arXiv:1905.12384
• Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
  29 May 2019 · 0 repositories · arXiv:1905.12806
• Underwater Color Restoration Using U-Net Denoising Autoencoder
  22 May 2019 · 0 repositories · arXiv:1905.09000
• WPU-Net: Boundary Learning by Using Weighted Propagation in Convolution Network
  22 May 2019 · 2 repositories · arXiv:1905.09226
• A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT
  19 May 2019 · 0 repositories · arXiv:1905.07710
• U-Net Based Multi-instance Video Object Segmentation
  19 May 2019 · 0 repositories · arXiv:1905.07826
• Learning-based Single-step Quantitative Susceptibility Mapping Reconstruction Without Brain Extraction
  15 May 2019 · 0 repositories · arXiv:1905.05953
• Semantic Segmentation of Seismic Images
  10 May 2019 · 0 repositories · arXiv:1905.04307
• T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography
  10 May 2019 · 0 repositories · arXiv:1905.04197
• QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field
  8 May 2019 · 0 repositories · arXiv:1905.03356
• Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation
  29 Apr 2019 · 1 repository · arXiv:1904.12945
• Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint
  26 Apr 2019 · 0 repositories
• Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks
  25 Apr 2019 · 1 repository · arXiv:1904.11126
• Ultrasound segmentation using U-Net: learning from simulated data and testing on real data
  24 Apr 2019 · 0 repositories · arXiv:1904.11031
• Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets
  23 Apr 2019 · 1 repository · arXiv:1904.10489
• Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases
  19 Apr 2019 · 0 repositories · arXiv:1904.09075
• Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net
  19 Apr 2019 · 0 repositories · arXiv:1904.09120
• USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets
  17 Apr 2019 · 0 repositories · arXiv:1904.08254
• Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  16 Apr 2019 · 2 repositories · arXiv:1904.07475
• Suction Grasp Region Prediction using Self-supervised Learning for Object Picking in Dense Clutter
  16 Apr 2019 · 0 repositories · arXiv:1904.07402
• UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images
  12 Apr 2019 · 1 repository
• Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network
  11 Apr 2019 · 0 repositories · arXiv:1904.05644
• Simulation of hyperelastic materials in real-time using Deep Learning
  10 Apr 2019 · 0 repositories · arXiv:1904.06197
• Deep Learning Inversion of Electrical Resistivity Data
  10 Apr 2019 · 0 repositories · arXiv:1904.05265
• Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets
  8 Apr 2019 · 0 repositories · arXiv:1904.04161
• 3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
  6 Apr 2019 · 1 repository · arXiv:1904.03355
• 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
  5 Apr 2019 · 0 repositories · arXiv:1904.03110
• Revealing Scenes by Inverting Structure from Motion Reconstructions
  5 Apr 2019 · 0 repositories · arXiv:1904.03303
• Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN
  4 Apr 2019 · 0 repositories · arXiv:1904.02575
• UU-Nets Connecting Discriminator and Generator for Image to Image Translation
  4 Apr 2019 · 0 repositories · arXiv:1904.02675
• Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data
  1 Apr 2019 · 1 repository · arXiv:1904.01574
• Spherical U-Net on Cortical Surfaces: Methods and Applications
  1 Apr 2019 · 0 repositories · arXiv:1904.00906
• CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study
  29 Mar 2019 · 0 repositories · arXiv:1903.12571
• DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection
  28 Mar 2019 · 1 repository · arXiv:1903.12476
• W-Net: Reinforced U-Net for Density Map Estimation
  27 Mar 2019 · 0 repositories · arXiv:1903.11249
• Deep segmentation networks predict survival of non-small cell lung cancer
  26 Mar 2019 · 1 repository · arXiv:1903.11593
• Overcoming Small Minirhizotron Datasets Using Transfer Learning
  22 Mar 2019 · 1 repository · arXiv:1903.09344
• Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI
  21 Mar 2019 · 0 repositories · arXiv:1903.09263
• Dilated deeply supervised networks for hippocampus segmentation in MRI
  20 Mar 2019 · 1 repository · arXiv:1903.09097
• Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation
  13 Mar 2019 · 0 repositories · arXiv:1903.05558
• ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling
  13 Mar 2019 · 0 repositories · arXiv:1903.05631
• CE-Net: Context Encoder Network for 2D Medical Image Segmentation
  7 Mar 2019 · 3 repositories · arXiv:1903.02740