Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 22

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 22 of 26: papers 2,101 to 2,200 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.

• Robust Time-Frequency Reconstruction by Learning Structured Sparsity
  30 Apr 2020 · 0 repositories · arXiv:2004.14820
• Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index
  28 Apr 2020 · 0 repositories · arXiv:2004.13314
• FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net
  28 Apr 2020 · 1 repository · arXiv:2004.13470
• Multi-Scale Boosted Dehazing Network with Dense Feature Fusion
  28 Apr 2020 · 1 repository · arXiv:2004.13388
• Compact retail shelf segmentation for mobile deployment
  27 Apr 2020 · 0 repositories · arXiv:2004.13094
• OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images
  27 Apr 2020 · 0 repositories · arXiv:2004.12668
• DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images
  26 Apr 2020 · 1 repository · arXiv:2004.12333
• Automatic Polyp Segmentation Using Convolutional Neural Networks
  22 Apr 2020 · 0 repositories · arXiv:2004.10792
• ML-LBM: Machine Learning Aided Flow Simulation in Porous Media
  22 Apr 2020 · 1 repository · arXiv:2004.11675
• torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
  21 Apr 2020 · 3 repositories · arXiv:2004.09910
• Self-Supervised Feature Extraction for 3D Axon Segmentation
  20 Apr 2020 · 1 repository · arXiv:2004.09629
• Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor Segmentation
  17 Apr 2020 · 1 repository · arXiv:2004.08108
• CAggNet: Crossing Aggregation Network for Medical Image Segmentation
  16 Apr 2020 · 0 repositories · arXiv:2004.08237
• Analysis of Scoliosis From Spinal X-Ray Images
  15 Apr 2020 · 0 repositories · arXiv:2004.06887
• Image Segmentation Using Hybrid Representations
  15 Apr 2020 · 0 repositories · arXiv:2004.07071
• An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism
  14 Apr 2020 · 0 repositories · arXiv:2004.06673
• Systematically designing better instance counting models on cell images with Neural Arithmetic Logic Units
  14 Apr 2020 · 1 repository · arXiv:2004.06674
• Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
  14 Apr 2020 · 0 repositories · arXiv:2004.06718
• Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images
  14 Apr 2020 · 1 repository · arXiv:2004.08246
• Capsules for Biomedical Image Segmentation
  9 Apr 2020 · 0 repositories · arXiv:2004.04736
• Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learning
  8 Apr 2020 · 1 repository
• Bayesian aggregation improves traditional single image crop classification approaches
  7 Apr 2020 · 0 repositories · arXiv:2004.03468
• Channel Attention Residual U-Net for Retinal Vessel Segmentation
  7 Apr 2020 · 2 repositories · arXiv:2004.03702
• Dense Residual Network for Retinal Vessel Segmentation
  7 Apr 2020 · 2 repositories · arXiv:2004.03697
• SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation
  7 Apr 2020 · 4 repositories · arXiv:2004.03696
• Toward Fine-grained Facial Expression Manipulation
  7 Apr 2020 · 1 repository · arXiv:2004.03132
• U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation
  7 Apr 2020 · 0 repositories · arXiv:2004.03466
• CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation
  5 Apr 2020 · 0 repositories · arXiv:2004.02249
• Optimization of Image Embeddings for Few Shot Learning
  4 Apr 2020 · 0 repositories · arXiv:2004.02034
• A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation
  3 Apr 2020 · 1 repository · arXiv:2004.01317
• Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy
  3 Apr 2020 · 1 repository · arXiv:2004.01486
• Attention-based Assisted Excitation for Salient Object Detection
  31 Mar 2020 · 0 repositories · arXiv:2003.14194
• Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
  31 Mar 2020 · 0 repositories · arXiv:2003.13917
• Learning Oracle Attention for High-fidelity Face Completion
  31 Mar 2020 · 0 repositories · arXiv:2003.13903
• Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net
  31 Mar 2020 · 0 repositories · arXiv:2003.14287
• Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset
  30 Mar 2020 · 0 repositories · arXiv:2003.13648
• Fastidious Attention Network for Navel Orange Segmentation
  26 Mar 2020 · 0 repositories · arXiv:2003.11734
• Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images
  24 Mar 2020 · 1 repository · arXiv:2003.11004
• Training a U-Net based on a random mode-coupling matrix model to recover acoustic interference striations
  24 Mar 2020 · 0 repositories · arXiv:2003.10661
• Learning Dynamic Routing for Semantic Segmentation
  23 Mar 2020 · 1 repository · arXiv:2003.10401
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Multi-channel U-Net for Music Source Separation
  23 Mar 2020 · 2 repositories · arXiv:2003.10414
• Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps
  22 Mar 2020 · 0 repositories · arXiv:2003.10817
• Multi-Task Learning Enhanced Single Image De-Raining
  21 Mar 2020 · 1 repository · arXiv:2003.09689
• Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data
  20 Mar 2020 · 0 repositories · arXiv:2003.10839
• Kidney segmentation using 3D U-Net localized with Expectation Maximization
  20 Mar 2020 · 0 repositories · arXiv:2003.09075
• U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation
  20 Mar 2020 · 1 repository · arXiv:2003.09293
• Weakly Supervised PET Tumor Detection Using Class Response
  18 Mar 2020 · 0 repositories · arXiv:2003.08337
• A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images
  17 Mar 2020 · 0 repositories · arXiv:2003.07784
• Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients
  16 Mar 2020 · 0 repositories · arXiv:2003.07216
• Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich Effect
  13 Mar 2020 · 0 repositories · arXiv:2003.06135
• Learning to Segment 3D Point Clouds in 2D Image Space
  12 Mar 2020 · 1 repository · arXiv:2003.05593
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Deep learning approach for breast cancer diagnosis
  10 Mar 2020 · 0 repositories · arXiv:2003.04480
• Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
  10 Mar 2020 · 1 repository · arXiv:2003.05056
• Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
  9 Mar 2020 · 1 repository · arXiv:2003.04377
• Perceptual Image Super-Resolution with Progressive Adversarial Network
  8 Mar 2020 · 0 repositories · arXiv:2003.03756
• Weight mechanism: adding a constant in concatenation of series connect
  7 Mar 2020 · 0 repositories · arXiv:2003.03500
• Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification
  5 Mar 2020 · 0 repositories · arXiv:2003.02899
• BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
  3 Mar 2020 · 0 repositories · arXiv:2003.01581
• Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images
  3 Mar 2020 · 0 repositories · arXiv:2003.01290
• Learning to Deblur and Generate High Frame Rate Video with an Event Camera
  2 Mar 2020 · 0 repositories · arXiv:2003.00847
• A U-Net Based Discriminator for Generative Adversarial Networks
  28 Feb 2020 · 3 repositories · arXiv:2002.12655
• Automatically Searching for U-Net Image Translator Architecture
  26 Feb 2020 · 0 repositories · arXiv:2002.11581
• Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks
  25 Feb 2020 · 0 repositories · arXiv:2002.10776
• Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter
  25 Feb 2020 · 0 repositories · arXiv:2002.10727
• Toward fast and accurate human pose estimation via soft-gated skip connections
  25 Feb 2020 · 3 repositories · arXiv:2002.11098
• Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
  24 Feb 2020 · 0 repositories · arXiv:2002.10523
• 3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution
  21 Feb 2020 · 0 repositories · arXiv:2002.09317
• Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition
  20 Feb 2020 · 1 repository · arXiv:2002.08547
• Fine tuning U-Net for ultrasound image segmentation: which layers?
  19 Feb 2020 · 0 repositories · arXiv:2002.08438
• Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach
  18 Feb 2020 · 0 repositories · arXiv:2002.07468
• SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data
  14 Feb 2020 · 0 repositories · arXiv:2002.05925
• Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images
  13 Feb 2020 · 1 repository · arXiv:2002.05322
• How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
  10 Feb 2020 · 2 repositories · arXiv:2002.04392
• Outlier Guided Optimization of Abdominal Segmentation
  10 Feb 2020 · 0 repositories · arXiv:2002.04098
• Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives
  10 Feb 2020 · 0 repositories · arXiv:2002.04102
• A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent
  9 Feb 2020 · 0 repositories · arXiv:2002.03463
• Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem
  31 Jan 2020 · 5 repositories · arXiv:2001.11767
• Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy
  31 Jan 2020 · 0 repositories · arXiv:2001.11698
• Channel-Attention Dense U-Net for Multichannel Speech Enhancement
  30 Jan 2020 · 1 repository · arXiv:2001.11542
• Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion
  30 Jan 2020 · 0 repositories · arXiv:2001.11584
• Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences
  29 Jan 2020 · 0 repositories · arXiv:2001.11122
• Accurately identifying vertebral levels in large datasets
  28 Jan 2020 · 0 repositories · arXiv:2001.10503
• Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net
  27 Jan 2020 · 0 repositories · arXiv:2001.10061
• SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation
  21 Jan 2020 · 3 repositories · arXiv:2001.07645
  Syntology official (archive's flag): 9 ran · 12 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; 3 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples)
• Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features
  15 Jan 2020 · 1 repository · arXiv:2001.05548
• Face Attribute Invertion
  14 Jan 2020 · 0 repositories · arXiv:2001.04665
• Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition
  13 Jan 2020 · 0 repositories · arXiv:2001.04488
• A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors
  10 Jan 2020 · 0 repositories · arXiv:2001.03493
• A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images
  9 Jan 2020 · 0 repositories · arXiv:2001.03257
• A context based deep learning approach for unbalanced medical image segmentation
  8 Jan 2020 · 1 repository · arXiv:2001.02387
• DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction
  8 Jan 2020 · 1 repository · arXiv:2001.02397
• Deep OCT Angiography Image Generation for Motion Artifact Suppression
  8 Jan 2020 · 0 repositories · arXiv:2001.02512
• Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning
  8 Jan 2020 · 0 repositories · arXiv:2001.02469
• Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks
  8 Jan 2020 · 0 repositories · arXiv:2001.05834
• On-the-fly Prediction of Protein Hydration Densities and Free Energies using Deep Learning
  7 Jan 2020 · 0 repositories · arXiv:2001.02201
• Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning
  5 Jan 2020 · 0 repositories · arXiv:2001.01277
• Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification
  4 Jan 2020 · 0 repositories · arXiv:2001.05838
• FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
  3 Jan 2020 · 1 repository · arXiv:2001.00692
• Synthetic vascular structure generation for unsupervised pre-training in CTA segmentation tasks
  2 Jan 2020 · 0 repositories · arXiv:2001.00666
• Stagnant zone segmentation with U-net
  1 Jan 2020 · 0 repositories