Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 21

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 21 of 26: papers 2,001 to 2,100 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.

• Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs
  26 Aug 2020 · 0 repositories · arXiv:2008.11493
• Deep Active Learning in Remote Sensing for data efficient Change Detection
  25 Aug 2020 · 1 repository · arXiv:2008.11201
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• "Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT
  19 Aug 2020 · 0 repositories · arXiv:2008.08525
• PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data
  18 Aug 2020 · 0 repositories · arXiv:2008.08194
• Deep Learning Based Source Separation Applied To Choir Ensembles
  17 Aug 2020 · 0 repositories · arXiv:2008.07645
• Improving Emergency Response during Hurricane Season using Computer Vision
  17 Aug 2020 · 0 repositories · arXiv:2008.07418
• Spontaneous preterm birth prediction using convolutional neural networks
  16 Aug 2020 · 0 repositories · arXiv:2008.07000
• Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI
  15 Aug 2020 · 0 repositories · arXiv:2008.06780
• Feedback Attention for Cell Image Segmentation
  14 Aug 2020 · 0 repositories · arXiv:2008.06474
• Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography
  12 Aug 2020 · 0 repositories · arXiv:2008.05223
• Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation
  12 Aug 2020 · 0 repositories · arXiv:2008.05204
• Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation
  12 Aug 2020 · 1 repository · arXiv:2008.07588
• Enhancing Fiber Orientation Distributions using convolutional Neural Networks
  12 Aug 2020 · 1 repository · arXiv:2008.05409
• GeLaTO: Generative Latent Textured Objects
  11 Aug 2020 · 0 repositories · arXiv:2008.04852
• Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization
  8 Aug 2020 · 0 repositories · arXiv:2008.03529
• Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images
  7 Aug 2020 · 3 repositories · arXiv:2008.02952
• Content based singing voice source separation via strong conditioning using aligned phonemes
  5 Aug 2020 · 1 repository · arXiv:2008.02070
• Global Voxel Transformer Networks for Augmented Microscopy
  5 Aug 2020 · 1 repository · arXiv:2008.02340
• Central object segmentation by deep learning for fruits and other roundish objects
  4 Aug 2020 · 1 repository · arXiv:2008.01251
• 3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications
  3 Aug 2020 · 0 repositories · arXiv:2008.01147
• Automated Segmentation of Brain Gray Matter Nuclei on Quantitative Susceptibility Mapping Using Deep Convolutional Neural Network
  3 Aug 2020 · 0 repositories · arXiv:2008.00901
• Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
  29 Jul 2020 · 0 repositories · arXiv:2007.14728
• Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
  29 Jul 2020 · 0 repositories · arXiv:2007.14895
• Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
  28 Jul 2020 · 0 repositories · arXiv:2007.14450
• MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images
  26 Jul 2020 · 2 repositories · arXiv:2007.13083
• A deep learning based multiscale approach to segment cancer area in liver whole slide image
  25 Jul 2020 · 0 repositories · arXiv:2007.12935
• The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism
  25 Jul 2020 · 1 repository · arXiv:2007.12856
• An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
  24 Jul 2020 · 0 repositories · arXiv:2007.12392
• COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
  24 Jul 2020 · 1 repository · arXiv:2007.12303
• A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN
  23 Jul 2020 · 0 repositories · arXiv:2007.11726
• HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching
  23 Jul 2020 · 9 repositories · arXiv:2007.12140
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
  22 Jul 2020 · 0 repositories · arXiv:2007.11222
• Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
  21 Jul 2020 · 2 repositories · arXiv:2007.10872
  Syntology official (archive's flag): 14 ran · 26 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 1 honoured, 0 violated, 21 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 33 harvested samples) · 1 pointer-only (licence)
• CSLNSpeech: solving extended speech separation problem with the help of Chinese sign language
  21 Jul 2020 · 1 repository · arXiv:2007.10629
• A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
  20 Jul 2020 · 1 repository · arXiv:2007.09824
• Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
  20 Jul 2020 · 0 repositories · arXiv:2007.09858
• Suppress and Balance: A Simple Gated Network for Salient Object Detection
  16 Jul 2020 · 3 repositories · arXiv:2007.08074
• U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
  16 Jul 2020 · 0 repositories · arXiv:2007.08238
• DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
  13 Jul 2020 · 0 repositories · arXiv:2007.06341
• Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
  13 Jul 2020 · 0 repositories · arXiv:2007.06672
• Automatic Segmentation of Non-Tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks
  10 Jul 2020 · 0 repositories · arXiv:2007.05224
• Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
  8 Jul 2020 · 1 repository · arXiv:2007.04349
• MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts
  8 Jul 2020 · 1 repository · arXiv:2007.03995
• Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images
  6 Jul 2020 · 0 repositories · arXiv:2007.02482
• MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes
  2 Jul 2020 · 0 repositories · arXiv:2007.00858
• BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
  1 Jul 2020 · 1 repository · arXiv:2007.00243
• Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation
  30 Jun 2020 · 0 repositories · arXiv:2006.16546
• Interactive Deep Refinement Network for Medical Image Segmentation
  27 Jun 2020 · 0 repositories · arXiv:2006.15320
• Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung
  25 Jun 2020 · 0 repositories · arXiv:2006.14215
• Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
  24 Jun 2020 · 2 repositories · arXiv:2007.04774
• Flexible Image Denoising with Multi-layer Conditional Feature Modulation
  24 Jun 2020 · 1 repository · arXiv:2006.13500
• Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules
  24 Jun 2020 · 0 repositories · arXiv:2006.13890
• Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks
  23 Jun 2020 · 0 repositories · arXiv:2006.13212
• Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation
  23 Jun 2020 · 0 repositories · arXiv:2006.13877
• Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention
  23 Jun 2020 · 0 repositories · arXiv:2006.13011
• HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images
  22 Jun 2020 · 1 repository · arXiv:2006.12230
• DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data
  18 Jun 2020 · 4 repositories · arXiv:2006.10802
• Adversarial representation learning for private speech generation
  16 Jun 2020 · 1 repository · arXiv:2006.09114
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
  16 Jun 2020 · 1 repository · arXiv:2006.13807
• A study of the effect of the illumination model on the generation of synthetic training datasets
  15 Jun 2020 · 0 repositories · arXiv:2006.08819
• Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
  15 Jun 2020 · 1 repository · arXiv:2006.08072
• DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images
  11 Jun 2020 · 0 repositories · arXiv:2006.06278
• Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping
  9 Jun 2020 · 1 repository · arXiv:2006.05180
• Orientation Attentive Robotic Grasp Synthesis with Augmented Grasp Map Representation
  9 Jun 2020 · 1 repository · arXiv:2006.05123
• A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images
  8 Jun 2020 · 0 repositories · arXiv:2006.06531
• DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
  8 Jun 2020 · 4 repositories · arXiv:2006.04868
  Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset
  8 Jun 2020 · 2 repositories · arXiv:2006.04603
• KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
  8 Jun 2020 · 3 repositories · arXiv:2006.04878
• VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture
  7 Jun 2020 · 1 repository · arXiv:2006.04154
• Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
  6 Jun 2020 · 1 repository · arXiv:2006.03762
• MSDU-net: A Multi-Scale Dilated U-net for Blur Detection
  5 Jun 2020 · 0 repositories · arXiv:2006.03182
• Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
  5 Jun 2020 · 0 repositories · arXiv:2006.03486
• CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification
  2 Jun 2020 · 0 repositories · arXiv:2006.01441
• Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings
  2 Jun 2020 · 0 repositories · arXiv:2006.01708
• A U-Net Based Discriminator for Generative Adversarial Networks
  1 Jun 2020 · 0 repositories
• DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
  31 May 2020 · 4 repositories · arXiv:2006.00414
  Syntology official (archive's flag): 2 ran · 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• Reconstructing undersampled photoacoustic microscopy images using deep learning
  30 May 2020 · 2 repositories · arXiv:2006.00251
• Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
  29 May 2020 · 0 repositories · arXiv:2006.00083
• SNR-Based Teachers-Student Technique for Speech Enhancement
  29 May 2020 · 0 repositories · arXiv:2005.14441
• WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
  29 May 2020 · 0 repositories · arXiv:2005.14461
• Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images
  27 May 2020 · 0 repositories · arXiv:2005.13215
• Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
  27 May 2020 · 0 repositories · arXiv:2005.13338
• The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile
  25 May 2020 · 0 repositories · arXiv:2005.12110
• Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net
  22 May 2020 · 1 repository · arXiv:2005.11368
• HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation
  21 May 2020 · 0 repositories · arXiv:2005.10439
• Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images
  20 May 2020 · 0 repositories · arXiv:2005.10034
• Map Generation from Large Scale Incomplete and Inaccurate Data Labels
  20 May 2020 · 0 repositories · arXiv:2005.10053
• Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection
  19 May 2020 · 0 repositories · arXiv:2005.09372
• Tropical and Extratropical Cyclone Detection Using Deep Learning
  18 May 2020 · 0 repositories · arXiv:2005.09056
• MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling
  15 May 2020 · 0 repositories · arXiv:2005.07462
• Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks
  12 May 2020 · 0 repositories · arXiv:2005.05652
• ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks
  11 May 2020 · 1 repository · arXiv:2005.05236
• iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling
  11 May 2020 · 2 repositories · arXiv:2005.05220
  Syntology official (archive's flag): 5 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 1 pointer-only (licence)
• Medical Image Segmentation Using a U-Net type of Architecture
  11 May 2020 · 0 repositories · arXiv:2005.05218
• Learning Context-Based Non-local Entropy Modeling for Image Compression
  10 May 2020 · 0 repositories · arXiv:2005.04661
• Video Frame Interpolation via Residue Refinement
  4 May 2020 · 2 repositories
• Projection Inpainting Using Partial Convolution for Metal Artifact Reduction
  2 May 2020 · 0 repositories · arXiv:2005.00762
• A cascade network for Detecting COVID-19 using chest x-rays
  1 May 2020 · 0 repositories · arXiv:2005.01468
• Deeply Cascaded U-Net for Multi-Task Image Processing
  1 May 2020 · 0 repositories · arXiv:2005.00225
• Feedback U-net for Cell Image Segmentation
  30 Apr 2020 · 0 repositories · arXiv:2004.14581