Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 25

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 25 of 26: papers 2,401 to 2,500 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.

• Phase-aware Speech Enhancement with Deep Complex U-Net
  7 Mar 2019 · 9 repositories · arXiv:1903.03107
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation
  3 Mar 2019 · 0 repositories · arXiv:1903.00832
• Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet
  3 Mar 2019 · 0 repositories · arXiv:1903.00923
• Segmentation of Roots in Soil with U-Net
  28 Feb 2019 · 1 repository · arXiv:1902.11050
• U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument
  24 Feb 2019 · 1 repository · arXiv:1902.08994
• Deep CNN-based Speech Balloon Detection and Segmentation for Comic Books
  21 Feb 2019 · 2 repositories · arXiv:1902.08137
• Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network
  18 Feb 2019 · 0 repositories · arXiv:1902.06362
• SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color
  18 Feb 2019 · 4 repositories · arXiv:1902.06838
• Extended 2D Consensus Hippocampus Segmentation
  12 Feb 2019 · 3 repositories · arXiv:1902.04487
• MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation
  11 Feb 2019 · 6 repositories · arXiv:1902.04049
  Syntology official (archive's flag): 6 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation
  11 Feb 2019 · 1 repository · arXiv:1902.04099
• Sinogram interpolation for sparse-view micro-CT with deep learning neural network
  9 Feb 2019 · 0 repositories · arXiv:1902.03362
• FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
  8 Feb 2019 · 1 repository · arXiv:1902.03091
• Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods
  2 Feb 2019 · 0 repositories · arXiv:1902.00809
• Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation
  1 Feb 2019 · 0 repositories · arXiv:1902.00347
• Mask-RCNN and U-net Ensembled for Nuclei Segmentation
  29 Jan 2019 · 1 repository · arXiv:1901.10170
• TUNet: Incorporating segmentation maps to improve classification
  27 Jan 2019 · 0 repositories · arXiv:1901.11379
• ACNN: a Full Resolution DCNN for Medical Image Segmentation
  26 Jan 2019 · 1 repository · arXiv:1901.09203
• Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation
  26 Jan 2019 · 0 repositories · arXiv:1901.09197
• Joint shape learning and segmentation for medical images using a minimalistic deep network
  25 Jan 2019 · 0 repositories · arXiv:1901.08824
• A deep Convolutional Neural Network for topology optimization with strong generalization ability
  23 Jan 2019 · 0 repositories · arXiv:1901.07761
• U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
  23 Jan 2019 · 0 repositories · arXiv:1901.07929
• Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images
  18 Jan 2019 · 0 repositories · arXiv:1901.06047
• Residual Pyramid FCN for Robust Follicle Segmentation
  11 Jan 2019 · 0 repositories · arXiv:1901.03760
• Learning-based Optimization of the Under-sampling Pattern in MRI
  7 Jan 2019 · 1 repository · arXiv:1901.01960
• Leishmaniasis Parasite Segmentation and Classification using Deep Learning
  30 Dec 2018 · 0 repositories · arXiv:1812.11586
• Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images
  22 Dec 2018 · 0 repositories · arXiv:1812.09477
• Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method
  19 Dec 2018 · 0 repositories · arXiv:1812.07816
• PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection
  15 Dec 2018 · 2 repositories · arXiv:1812.06314
• Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI
  14 Dec 2018 · 0 repositories · arXiv:1812.06061
• Fast Mitochondria Detection for Connectomics
  14 Dec 2018 · 0 repositories · arXiv:1812.06024
• CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation
  12 Dec 2018 · 1 repository · arXiv:1812.04914
• Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN
  10 Dec 2018 · 0 repositories · arXiv:1812.03974
• Non-local U-Net for Biomedical Image Segmentation
  10 Dec 2018 · 3 repositories · arXiv:1812.04103
• Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss
  6 Dec 2018 · 0 repositories · arXiv:1812.02518
• Cerebrovascular Network Segmentation on MRA Images with Deep Learning
  4 Dec 2018 · 1 repository · arXiv:1812.01752
• Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features
  3 Dec 2018 · 0 repositories · arXiv:1812.01049
• MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation
  2 Dec 2018 · 0 repositories · arXiv:1812.00352
• Networks for Nonlinear Diffusion Problems in Imaging
  29 Nov 2018 · 0 repositories · arXiv:1811.12084
• Skin lesion segmentation using U-Net and good training strategies
  27 Nov 2018 · 0 repositories · arXiv:1811.11314
• Automatic Seismic Salt Interpretation with Deep Convolutional Neural Networks
  24 Nov 2018 · 1 repository · arXiv:1812.01101
• Automatic salt deposits segmentation: A deep learning approach
  21 Nov 2018 · 2 repositories · arXiv:1812.01429
• Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks
  21 Nov 2018 · 1 repository · arXiv:1811.08674
  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)
• Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays
  21 Nov 2018 · 0 repositories · arXiv:1811.08840
• Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection
  21 Nov 2018 · 6 repositories · arXiv:1811.08661
• A Pretrained DenseNet Encoder for Brain Tumor Segmentation
  19 Nov 2018 · 0 repositories · arXiv:1811.07542
• IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
  19 Nov 2018 · 1 repository · arXiv:1811.08305
• Localisation via Deep Imagination: learn the features not the map
  19 Nov 2018 · 0 repositories · arXiv:1811.07583
• M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments
  19 Nov 2018 · 0 repositories · arXiv:1811.07738
• Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net
  10 Nov 2018 · 0 repositories · arXiv:1811.04312
• Deep Learning Approach for Building Detection in Satellite Multispectral Imagery
  10 Nov 2018 · 0 repositories · arXiv:1811.04247
• The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features
  10 Nov 2018 · 0 repositories · arXiv:1811.04281
• Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches
  8 Nov 2018 · 0 repositories · arXiv:1811.03447
• ColorUNet: A convolutional classification approach to colorization
  7 Nov 2018 · 0 repositories · arXiv:1811.03120
• Deep feature transfer between localization and segmentation tasks
  6 Nov 2018 · 0 repositories · arXiv:1811.02539
• RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans
  4 Nov 2018 · 1 repository · arXiv:1811.01328
• DUNet: A deformable network for retinal vessel segmentation
  3 Nov 2018 · 0 repositories · arXiv:1811.01206
• Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss
  2 Nov 2018 · 0 repositories · arXiv:1811.01085
• A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction
  30 Oct 2018 · 1 repository · arXiv:1810.12473
• A Miniaturized Semantic Segmentation Method for Remote Sensing Image
  27 Oct 2018 · 1 repository · arXiv:1810.11603
• Building Footprint Generation Using Improved Generative Adversarial Networks
  26 Oct 2018 · 0 repositories · arXiv:1810.11224
• Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each source
  26 Oct 2018 · 1 repository · arXiv:1810.11520
• Baseline Detection in Historical Documents using Convolutional U-Nets
  22 Oct 2018 · 0 repositories · arXiv:1810.09343
• Single Image Haze Removal using a Generative Adversarial Network
  22 Oct 2018 · 2 repositories · arXiv:1810.09479
• Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion
  20 Oct 2018 · 0 repositories · arXiv:1810.08753
• A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation
  18 Oct 2018 · 6 repositories · arXiv:1810.07842
• Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows
  18 Oct 2018 · 2 repositories · arXiv:1810.08217
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• MRI Reconstruction via Cascaded Channel-wise Attention Network
  18 Oct 2018 · 1 repository · arXiv:1810.08229
• LadderNet: Multi-path networks based on U-Net for medical image segmentation
  17 Oct 2018 · 3 repositories · arXiv:1810.07810
• Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation
  16 Oct 2018 · 0 repositories · arXiv:1810.10331
• Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
  16 Oct 2018 · 0 repositories · arXiv:1810.07003
• U-Net: Machine Reading Comprehension with Unanswerable Questions
  12 Oct 2018 · 1 repository · arXiv:1810.06638
• A Novel Domain Adaptation Framework for Medical Image Segmentation
  11 Oct 2018 · 0 repositories · arXiv:1810.05732
• Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT
  9 Oct 2018 · 0 repositories · arXiv:1810.04017
• Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder
  4 Oct 2018 · 0 repositories · arXiv:1810.02113
• Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?
  3 Oct 2018 · 0 repositories · arXiv:1810.01621
• nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
  27 Sep 2018 · 9 repositories · arXiv:1809.10486
  Syntology community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• No New-Net
  27 Sep 2018 · 0 repositories · arXiv:1809.10483
• Human activity recognition based on time series analysis using U-Net
  20 Sep 2018 · 0 repositories · arXiv:1809.08113
• A Study on Deep Learning Based Sauvegrain Method for Measurement of Puberty Bone Age
  18 Sep 2018 · 0 repositories · arXiv:1809.06965
• U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification
  18 Sep 2018 · 0 repositories · arXiv:1809.06576
• Left Ventricle Segmentation and Volume Estimation on Cardiac MRI using Deep Learning
  14 Sep 2018 · 0 repositories · arXiv:1809.06247
• Normalization in Training U-Net for 2D Biomedical Semantic Segmentation
  11 Sep 2018 · 1 repository · arXiv:1809.03783
• Saliency Detection in 360° Videos
  1 Sep 2018 · 0 repositories
• A Unified Mammogram Analysis Method via Hybrid Deep Supervision
  31 Aug 2018 · 1 repository · arXiv:1808.10646
• Facial Information Recovery from Heavily Damaged Images using Generative Adversarial Network- PART 1
  27 Aug 2018 · 0 repositories · arXiv:1808.08867
• Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net
  27 Aug 2018 · 0 repositories · arXiv:1808.08885
• Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net
  25 Aug 2018 · 0 repositories · arXiv:1809.00960
• Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
  23 Aug 2018 · 5 repositories · arXiv:1808.08127
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Rethinking Monocular Depth Estimation with Adversarial Training
  22 Aug 2018 · 0 repositories · arXiv:1808.07528
• CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy images
  20 Aug 2018 · 1 repository · arXiv:1808.06428
• CU-Net: Coupled U-Nets
  20 Aug 2018 · 1 repository · arXiv:1808.06521
• Deep Mask For X-ray Based Heart Disease Classification
  19 Aug 2018 · 0 repositories · arXiv:1808.08277
• Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard
  17 Aug 2018 · 0 repositories · arXiv:1808.05883
• AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy
  15 Aug 2018 · 2 repositories · arXiv:1808.05238
• ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
  14 Aug 2018 · 0 repositories · arXiv:1808.04500
• Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks
  11 Aug 2018 · 0 repositories · arXiv:1808.03844
• Multi-Estimator Full Left Ventricle Quantification through Ensemble Learning
  6 Aug 2018 · 0 repositories · arXiv:1808.02056
• A Multi-task Framework for Skin Lesion Detection and Segmentation
  5 Aug 2018 · 0 repositories · arXiv:1808.01676
• Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI
  5 Aug 2018 · 0 repositories · arXiv:1808.01673