Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 19

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 19 of 26: papers 1,801 to 1,900 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.

• UNETR: Transformers for 3D Medical Image Segmentation
  18 Mar 2021 · 10 repositories · arXiv:2103.10504
• The U-Net based GLOW for Optical-Flow-free Video Interframe Generation
  17 Mar 2021 · 0 repositories · arXiv:2103.09576
• The impact of data volume on performance of deep learning based building rooftop extraction using very high spatial resolution aerial images
  16 Mar 2021 · 0 repositories · arXiv:2103.09300
• COVID-19 Infection Localization and Severity Grading from Chest X-ray Images
  14 Mar 2021 · 0 repositories · arXiv:2103.07985
• SAR-U-Net: squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography
  11 Mar 2021 · 0 repositories · arXiv:2103.06419
• U-Net Transformer: Self and Cross Attention for Medical Image Segmentation
  10 Mar 2021 · 2 repositories · arXiv:2103.06104
• Critic-Guided Learning to Segment Rewarding Objects in First-Person Views
  9 Mar 2021 · 0 repositories
• Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
  9 Mar 2021 · 0 repositories · arXiv:2103.05715
• You Only Learn Once: Universal Anatomical Landmark Detection
  8 Mar 2021 · 2 repositories · arXiv:2103.04657
• Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA)
  3 Mar 2021 · 0 repositories · arXiv:2103.02417
• Efficient Deep Image Denoising via Class Specific Convolution
  2 Mar 2021 · 0 repositories · arXiv:2103.01624
• Robust 3D U-Net Segmentation of Macular Holes
  1 Mar 2021 · 0 repositories · arXiv:2103.01299
• Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion
  26 Feb 2021 · 0 repositories · arXiv:2102.13631
• Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions
  26 Feb 2021 · 0 repositories · arXiv:2102.13334
• Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning
  25 Feb 2021 · 0 repositories · arXiv:2102.13147
• Deep learning-based framework for cardiac function assessment in embryonic zebrafish from heart beating videos
  24 Feb 2021 · 0 repositories · arXiv:2102.12173
• On the Impact of Interpretability Methods in Active Image Augmentation Method
  24 Feb 2021 · 0 repositories · arXiv:2102.12354
• Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations
  21 Feb 2021 · 0 repositories · arXiv:2102.10607
• EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks
  20 Feb 2021 · 0 repositories · arXiv:2102.10370
• Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images
  20 Feb 2021 · 1 repository · arXiv:2102.10446
• Benefits of Linear Conditioning with Metadata for Image Segmentation
  18 Feb 2021 · 0 repositories · arXiv:2102.09582
• Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
  18 Feb 2021 · 1 repository · arXiv:2102.09550
• Image Compositing for Segmentation of Surgical Tools without Manual Annotations
  18 Feb 2021 · 1 repository · arXiv:2102.09528
  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)
• Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
  18 Feb 2021 · 0 repositories · arXiv:2102.09199
• A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images
  16 Feb 2021 · 0 repositories · arXiv:2102.08041
• Detection and severity classification of COVID-19 in CT images using deep learning
  15 Feb 2021 · 0 repositories · arXiv:2102.07726
• D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism
  10 Feb 2021 · 1 repository · arXiv:2102.05210
• Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation
  8 Feb 2021 · 5 repositories · arXiv:2102.04525
• TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
  8 Feb 2021 · 22 repositories · arXiv:2102.04306
  Syntology official: no sample here; runs from other or unrecorded repositories · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
  5 Feb 2021 · 1 repository · arXiv:2102.03207
• Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
  4 Feb 2021 · 1 repository · arXiv:2102.02711
• Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
  3 Feb 2021 · 2 repositories · arXiv:2102.01993
• An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction
  1 Feb 2021 · 1 repository · arXiv:2102.00783
• Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images
  1 Feb 2021 · 1 repository · arXiv:2102.00663
• RectiNet-v2: A stacked network architecture for document image dewarping
  1 Feb 2021 · 0 repositories · arXiv:2102.01120
• Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms
  1 Feb 2021 · 2 repositories · arXiv:2102.00696
• Underwater Image Enhancement via Learning Water Type Desensitized Representations
  1 Feb 2021 · 1 repository · arXiv:2102.00676
• Automated Deep Learning Analysis of Angiography Video Sequences for Coronary Artery Disease
  29 Jan 2021 · 0 repositories · arXiv:2101.12505
• Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans
  29 Jan 2021 · 0 repositories · arXiv:2101.12404
• Effects of Image Size on Deep Learning
  27 Jan 2021 · 0 repositories · arXiv:2101.11508
• Boosting Segmentation Performance across datasets using histogram specification with application to pelvic bone segmentation
  26 Jan 2021 · 0 repositories · arXiv:2101.11135
• 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware
  25 Jan 2021 · 0 repositories · arXiv:2101.09976
• A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms
  25 Jan 2021 · 0 repositories · arXiv:2101.09848
• Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution
  25 Jan 2021 · 1 repository · arXiv:2101.10165
• Spatio-temporal Data Augmentation for Visual Surveillance
  25 Jan 2021 · 0 repositories · arXiv:2101.09895
• Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
  22 Jan 2021 · 0 repositories · arXiv:2101.09253
• Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net
  22 Jan 2021 · 0 repositories · arXiv:2101.08993
• Analysis of Information Flow Through U-Nets
  21 Jan 2021 · 1 repository · arXiv:2101.08427
• Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images
  21 Jan 2021 · 1 repository · arXiv:2101.08888
• FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation
  21 Jan 2021 · 0 repositories · arXiv:2101.08465
• A survey on shape-constraint deep learning for medical image segmentation
  19 Jan 2021 · 0 repositories · arXiv:2101.07721
• Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain
  19 Jan 2021 · 1 repository
• Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly
  19 Jan 2021 · 0 repositories · arXiv:2101.07606
• Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms
  19 Jan 2021 · 1 repository · arXiv:2101.07715
• TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection
  18 Jan 2021 · 0 repositories · arXiv:2101.06915
• A relic sketch extraction framework based on detail-aware hierarchical deep network
  17 Jan 2021 · 0 repositories · arXiv:2101.06616
• A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture
  13 Jan 2021 · 0 repositories · arXiv:2101.05021
• Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision
  13 Jan 2021 · 0 repositories · arXiv:2101.05326
• CleftNet: Augmented Deep Learning for Synaptic Cleft Detection from Brain Electron Microscopy
  12 Jan 2021 · 0 repositories · arXiv:2101.04266
• Generative Adversarial U-Net for Domain-free Medical Image Augmentation
  12 Jan 2021 · 0 repositories · arXiv:2101.04793
• Action Priors for Large Action Spaces in Robotics
  11 Jan 2021 · 1 repository · arXiv:2101.04178
• Towards Real-World Blind Face Restoration with Generative Facial Prior
  11 Jan 2021 · 1 repository · arXiv:2101.04061
• Approaching Neural Network Uncertainty Realism
  8 Jan 2021 · 0 repositories · arXiv:2101.02974
• Bayesian U-Net for Segmenting Glaciers in SAR Imagery
  8 Jan 2021 · 0 repositories · arXiv:2101.03249
• Glacier Calving Front Segmentation Using Attention U-Net
  8 Jan 2021 · 0 repositories · arXiv:2101.03247
• High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest
  4 Jan 2021 · 1 repository · arXiv:2101.01154
• Single-shot fringe projection profilometry based on Deep Learning and Computer Graphics
  4 Jan 2021 · 0 repositories · arXiv:2101.00814
• Fully Convolutional Approach for Simulating Wave Dynamics
  1 Jan 2021 · 0 repositories
• FREA-Unet: Frequency-aware U-net for Modality Transfer
  31 Dec 2020 · 0 repositories · arXiv:2012.15397
• Automatic Polyp Segmentation using U-Net-ResNet50
  30 Dec 2020 · 0 repositories · arXiv:2012.15247
• Exploring Large Context for Cerebral Aneurysm Segmentation
  30 Dec 2020 · 1 repository · arXiv:2012.15136
• Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI
  29 Dec 2020 · 0 repositories · arXiv:2012.14556
• Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset
  28 Dec 2020 · 2 repositories · arXiv:2012.14036
• Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI
  28 Dec 2020 · 0 repositories · arXiv:2012.14128
• Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images
  28 Dec 2020 · 0 repositories · arXiv:2012.14207
• Layer Decomposition Learning Based on Gaussian Convolution Model and Residual Deblurring for Inverse Halftoning
  27 Dec 2020 · 0 repositories · arXiv:2012.13894
• Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
  24 Dec 2020 · 0 repositories · arXiv:2012.13321
• Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation
  22 Dec 2020 · 3 repositories · arXiv:2012.12180
• Teaching the Incompressible Navier-Stokes Equations to Fast Neural Surrogate Models in 3D
  22 Dec 2020 · 3 repositories · arXiv:2012.11893
• Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
  21 Dec 2020 · 0 repositories · arXiv:2012.11753
• HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
  21 Dec 2020 · 1 repository · arXiv:2012.11582
• Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR
  16 Dec 2020 · 0 repositories · arXiv:2012.12188
• Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software
  16 Dec 2020 · 0 repositories · arXiv:2012.09070
• Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images
  16 Dec 2020 · 0 repositories · arXiv:2012.09250
• Morphology on categorical distributions
  14 Dec 2020 · 0 repositories · arXiv:2012.07315
• CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images
  13 Dec 2020 · 0 repositories · arXiv:2012.07079
• CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning
  11 Dec 2020 · 1 repository
• Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG
  10 Dec 2020 · 0 repositories · arXiv:2012.05705
• Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI
  10 Dec 2020 · 0 repositories · arXiv:2012.05661
• Deep Learning Segmentation of Complex Features in Atomic-Resolution Phase Contrast Transmission Electron Microscopy Images
  9 Dec 2020 · 1 repository · arXiv:2012.05322
• Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation
  9 Dec 2020 · 0 repositories · arXiv:2012.05316
• Texture Transform Attention for Realistic Image Inpainting
  8 Dec 2020 · 0 repositories · arXiv:2012.04242
• The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics
  7 Dec 2020 · 0 repositories · arXiv:2012.03827
• Towards speech enhancement using a variational U-Net architecture
  7 Dec 2020 · 0 repositories · arXiv:2012.03594
• Traffic flow prediction using Deep Sedenion Networks
  7 Dec 2020 · 1 repository · arXiv:2012.03874
• An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
  6 Dec 2020 · 1 repository · arXiv:2012.03352
• Towards Good Practices of U-Net for Traffic Forecasting
  4 Dec 2020 · 1 repository · arXiv:2012.02598
• Aerial Imagery Pixel-level Segmentation
  3 Dec 2020 · 1 repository · arXiv:2012.02024
• D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization
  3 Dec 2020 · 0 repositories · arXiv:2012.01821
• Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction
  3 Dec 2020 · 0 repositories · arXiv:2012.02115