Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 18

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 18 of 26: papers 1,701 to 1,800 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.

• Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos using Learnable Temporal Difference
  9 Jul 2021 · 0 repositories · arXiv:2107.04306
• Modality specific U-Net variants for biomedical image segmentation: A survey
  9 Jul 2021 · 0 repositories · arXiv:2107.04537
• Blind Source Separation in Polyphonic Music Recordings Using Deep Neural Networks Trained via Policy Gradients
  9 Jul 2021 · 0 repositories · arXiv:2107.04235
• U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina
  9 Jul 2021 · 1 repository · arXiv:2107.04721
• Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images
  8 Jul 2021 · 0 repositories · arXiv:2107.04062
• A new smart-cropping pipeline for prostate segmentation using deep learning networks
  6 Jul 2021 · 0 repositories · arXiv:2107.02476
• UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation
  6 Jul 2021 · 1 repository · arXiv:2107.02368
  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) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks
  4 Jul 2021 · 3 repositories · arXiv:2107.01739
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI
  3 Jul 2021 · 0 repositories · arXiv:2107.01318
• Person-MinkUNet: 3D Person Detection with LiDAR Point Cloud
  3 Jul 2021 · 1 repository · arXiv:2107.06780
• Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images
  1 Jul 2021 · 0 repositories · arXiv:2107.00418
• BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation
  26 Jun 2021 · 1 repository · arXiv:2106.14033
• Descriptive Modeling of Textiles using FE Simulations and Deep Learning
  26 Jun 2021 · 0 repositories · arXiv:2106.13982
• A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection
  25 Jun 2021 · 1 repository · arXiv:2106.13849
• Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis
  23 Jun 2021 · 0 repositories · arXiv:2106.12313
• Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation
  21 Jun 2021 · 1 repository · arXiv:2106.11447
• Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation
  21 Jun 2021 · 0 repositories · arXiv:2106.11284
• Unsupervised Deep Learning by Injecting Low-Rank and Sparse Priors
  21 Jun 2021 · 0 repositories · arXiv:2106.10923
• More than Encoder: Introducing Transformer Decoder to Upsample
  20 Jun 2021 · 0 repositories · arXiv:2106.10637
• EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events
  19 Jun 2021 · 0 repositories
• Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging
  19 Jun 2021 · 0 repositories
• Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net
  19 Jun 2021 · 0 repositories · arXiv:2106.10528
• Advanced Hough-based method for on-device document localization
  18 Jun 2021 · 1 repository · arXiv:2106.09987
• Robust Recovery of Adversarial Examples
  18 Jun 2021 · 0 repositories
• A Spiking Neural Network for Image Segmentation
  16 Jun 2021 · 0 repositories · arXiv:2106.08921
• Automatic linear measurements of the fetal brain on MRI with deep neural networks
  15 Jun 2021 · 0 repositories · arXiv:2106.08174
• CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis
  14 Jun 2021 · 0 repositories · arXiv:2106.07431
• An Approach Towards Physics Informed Lung Ultrasound Image Scoring Neural Network for Diagnostic Assistance in COVID-19
  13 Jun 2021 · 0 repositories · arXiv:2106.06980
• DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation
  12 Jun 2021 · 1 repository · arXiv:2106.06716
  Syntology official (archive's flag): 1 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Hippocampus segmentation in magnetic resonance images of Alzheimer's patients using Deep machine learning
  12 Jun 2021 · 0 repositories · arXiv:2106.06743
• Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
  10 Jun 2021 · 1 repository · arXiv:2106.05843
• T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing
  5 Jun 2021 · 0 repositories · arXiv:2106.02809
• Deep Learning Based Analysis of Prostate Cancer from MP-MRI
  2 Jun 2021 · 0 repositories · arXiv:2106.01835
• End-to-End Hierarchical Relation Extraction for Generic Form Understanding
  2 Jun 2021 · 0 repositories · arXiv:2106.00980
• End-to-End Information Extraction by Character-Level Embedding and Multi-Stage Attentional U-Net
  2 Jun 2021 · 1 repository · arXiv:2106.00952
• Analysis of Vision-based Abnormal Red Blood Cell Classification
  1 Jun 2021 · 0 repositories · arXiv:2106.00389
• Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images
  1 Jun 2021 · 0 repositories · arXiv:2106.00373
• Deep learning for prediction of hepatocellular carcinoma recurrence after resection or liver transplantation: a discovery and validation study
  31 May 2021 · 0 repositories · arXiv:2106.00090
• Feasibility Assessment of Multitasking in MRI Neuroimaging Analysis: Tissue Segmentation, Cross-Modality Conversion and Bias correction
  31 May 2021 · 1 repository · arXiv:2105.14986
• Refined Deep Neural Network and U-Net for Polyps Segmentation
  31 May 2021 · 1 repository · arXiv:2105.14848
• Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks
  29 May 2021 · 0 repositories · arXiv:2105.14314
• Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images
  29 May 2021 · 0 repositories · arXiv:2105.14338
• 3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions
  28 May 2021 · 0 repositories · arXiv:2105.14130
• A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks
  27 May 2021 · 1 repository · arXiv:2105.13136
• Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net
  27 May 2021 · 1 repository · arXiv:2105.13067
• Deep learning-based bias transfer for overcoming laboratory differences of microscopic images
  25 May 2021 · 1 repository · arXiv:2105.11765
• Learning a Model-Driven Variational Network for Deformable Image Registration
  25 May 2021 · 0 repositories · arXiv:2105.12227
• Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network
  23 May 2021 · 1 repository
• Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net
  21 May 2021 · 0 repositories · arXiv:2105.10556
• Medical Image Segmentation Using Squeeze-and-Expansion Transformers
  20 May 2021 · 2 repositories · arXiv:2105.09511
  Syntology official (archive's flag): 13 ran · 13 ran (of which 8 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 20 harvested samples) · 20 pointer-only (licence)
• Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy
  20 May 2021 · 0 repositories · arXiv:2105.09737
• Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation
  19 May 2021 · 1 repository · arXiv:2105.09365
• Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
  16 May 2021 · 0 repositories · arXiv:2105.07467
• AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond
  16 May 2021 · 1 repository · arXiv:2105.07485
• BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
  16 May 2021 · 1 repository · arXiv:2105.07364
• Multiattention network for semantic segmentation of fine-resolution remote sensing images
  15 May 2021 · 1 repository
• Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets
  13 May 2021 · 2 repositories · arXiv:2105.06544
• Object-Based Augmentation Improves Quality of Remote Sensing Semantic Segmentation
  12 May 2021 · 0 repositories · arXiv:2105.05516
• GANs for Medical Image Synthesis: An Empirical Study
  11 May 2021 · 0 repositories · arXiv:2105.05318
• U-Net-Based Surrogate Model For Evaluation of Microfluidic Channels
  11 May 2021 · 0 repositories · arXiv:2105.05173
• CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation
  10 May 2021 · 1 repository · arXiv:2105.04075
• MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation
  10 May 2021 · 0 repositories · arXiv:2105.04508
• A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage
  9 May 2021 · 1 repository · arXiv:2105.09468
• Surrogate Modeling of Fluid Dynamics with a Multigrid Inspired Neural Network Architecture
  9 May 2021 · 0 repositories · arXiv:2105.03854
• In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery
  6 May 2021 · 0 repositories · arXiv:2105.02406
• Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria
  6 May 2021 · 0 repositories · arXiv:2105.02566
• Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation
  6 May 2021 · 0 repositories · arXiv:2105.02771
• R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation
  5 May 2021 · 0 repositories · arXiv:2105.02290
• Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity
  2 May 2021 · 1 repository · arXiv:2105.00425
• Crack Semantic Segmentation using the U-Net with Full Attention Strategy
  29 Apr 2021 · 0 repositories · arXiv:2104.14586
• Hybrid Approach for 3D Head Reconstruction: Using Neural Networks and Visual Geometry
  28 Apr 2021 · 0 repositories · arXiv:2104.13710
• Sketch-based Normal Map Generation with Geometric Sampling
  23 Apr 2021 · 0 repositories · arXiv:2104.11554
• STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains
  23 Apr 2021 · 0 repositories · arXiv:2104.11596
• A cappella: Audio-visual Singing Voice Separation
  20 Apr 2021 · 2 repositories · arXiv:2104.09946
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement
  20 Apr 2021 · 2 repositories · arXiv:2104.09958
• Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation
  19 Apr 2021 · 0 repositories · arXiv:2104.09648
• An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth
  18 Apr 2021 · 0 repositories · arXiv:2104.08789
• Image Super-Resolution via Iterative Refinement
  15 Apr 2021 · 4 repositories · arXiv:2104.07636
  Syntology 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• mlf-core: a framework for deterministic machine learning
  15 Apr 2021 · 1 repository · arXiv:2104.07651
• On the Design of Deep Priors for Unsupervised Audio Restoration
  14 Apr 2021 · 1 repository · arXiv:2104.07161
• Speech Denoising Without Clean Training Data: A Noise2Noise Approach
  8 Apr 2021 · 2 repositories · arXiv:2104.03838
• First arrival picking using U-net with Lovasz loss and nearest point picking method
  6 Apr 2021 · 0 repositories · arXiv:2104.02805
• Pyramid U-Net for Retinal Vessel Segmentation
  6 Apr 2021 · 0 repositories · arXiv:2104.02333
• GSECnet: Ground Segmentation of Point Clouds for Edge Computing
  5 Apr 2021 · 0 repositories · arXiv:2104.01766
• Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy
  5 Apr 2021 · 0 repositories · arXiv:2104.01985
• Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
  2 Apr 2021 · 0 repositories · arXiv:2104.01268
• Prediction of Tuberculosis using U-Net and segmentation techniques
  2 Apr 2021 · 0 repositories · arXiv:2104.01071
• Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification
  31 Mar 2021 · 1 repository · arXiv:2103.17273
• Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks
  30 Mar 2021 · 1 repository · arXiv:2103.16328
• Representation, Analysis of Bayesian Refinement Approximation Network: A Survey
  27 Mar 2021 · 0 repositories · arXiv:2103.14896
• Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans
  26 Mar 2021 · 0 repositories · arXiv:2103.14537
• Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation
  26 Mar 2021 · 0 repositories · arXiv:2103.14301
• Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images
  24 Mar 2021 · 0 repositories · arXiv:2103.13495
• MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising
  24 Mar 2021 · 0 repositories · arXiv:2103.12995
• Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images
  23 Mar 2021 · 1 repository · arXiv:2103.12650
• Detecting micro fractures: A comprehensive comparison of conventional and machine-learning based segmentation methods
  23 Mar 2021 · 0 repositories · arXiv:2103.12821
• Watermark Faker: Towards Forgery of Digital Image Watermarking
  23 Mar 2021 · 1 repository · arXiv:2103.12489
• Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation
  22 Mar 2021 · 0 repositories · arXiv:2103.11713
• Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline
  19 Mar 2021 · 0 repositories · arXiv:2103.10892
• Transferable Model for Shape Optimization subject to Physical Constraints
  19 Mar 2021 · 0 repositories · arXiv:2103.10805