Methods › Computer Vision › Semantic Segmentation Models › U-Net › Papers, page 20
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 20 of 26: papers 1,901 to 2,000 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.
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Chair Segments: A Compact Benchmark for the Study of Object Segmentation 2 Dec 2020 · 1 repository · arXiv:2012.01250
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Ship Detection: Parameter Server Variant 2 Dec 2020 · 0 repositories · arXiv:2012.00953
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Simulating Surface Wave Dynamics with Convolutional Networks 1 Dec 2020 · 0 repositories · arXiv:2012.00718
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Deep learning approach to left ventricular non-compaction measurement 30 Nov 2020 · 2 repositories · arXiv:2011.14773
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Sparse-View Spectral CT Reconstruction Using Deep Learning 30 Nov 2020 · 0 repositories · arXiv:2011.14842
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Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images 29 Nov 2020 · 1 repository · arXiv:2011.14302
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UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information 29 Nov 2020 · 1 repository · arXiv:2011.14284
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Learning Multiscale Convolutional Dictionaries for Image Reconstruction 25 Nov 2020 · 2 repositories · arXiv:2011.12815
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Temporal Autoencoder with U-Net Style Skip-Connections for Frame Prediction 25 Nov 2020 · 0 repositories · arXiv:2011.12661
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Distribution Conditional Denoising: A Flexible Discriminative Image Denoiser 24 Nov 2020 · 0 repositories · arXiv:2011.12398
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Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data 23 Nov 2020 · 1 repository · arXiv:2011.11314
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Characterization of Industrial Smoke Plumes from Remote Sensing Data 23 Nov 2020 · 1 repository · arXiv:2011.11344
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Efficient embedding network for 3D brain tumor segmentation 22 Nov 2020 · 0 repositories · arXiv:2011.11052
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Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation 19 Nov 2020 · 0 repositories · arXiv:2011.09608
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Anatomy Prior Based U-net for Pathology Segmentation with Attention 17 Nov 2020 · 0 repositories · arXiv:2011.08769
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Deep learning in magnetic resonance prostate segmentation: A review and a new perspective 16 Nov 2020 · 1 repository · arXiv:2011.07795
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Denoising Score-Matching for Uncertainty Quantification in Inverse Problems 16 Nov 2020 · 1 repository · arXiv:2011.08698Syntology 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)
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Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks 15 Nov 2020 · 0 repositories · arXiv:2012.03675
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Efficient Medical Image Segmentation with Intermediate Supervision Mechanism 15 Nov 2020 · 0 repositories · arXiv:2012.03673
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Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion 15 Nov 2020 · 0 repositories · arXiv:2011.07584
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Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI 15 Nov 2020 · 0 repositories · arXiv:2011.07592
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Lung Segmentation in Chest X-rays with Res-CR-Net 14 Nov 2020 · 0 repositories · arXiv:2011.08655
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On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks 14 Nov 2020 · 2 repositories · arXiv:2011.07274
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NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations 13 Nov 2020 · 1 repository · arXiv:2011.07017
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Dense U-net for super-resolution with shuffle pooling layer 11 Nov 2020 · 0 repositories · arXiv:2011.05490
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Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging 10 Nov 2020 · 0 repositories · arXiv:2011.06408
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A Weakly Supervised Convolutional Network for Change Segmentation and Classification 6 Nov 2020 · 1 repository · arXiv:2011.03577
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Deep coastal sea elements forecasting using U-Net based models 6 Nov 2020 · 2 repositories · arXiv:2011.03303
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Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge 3 Nov 2020 · 1 repository · arXiv:2011.01614
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Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets 2 Nov 2020 · 0 repositories · arXiv:2011.00912
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U-Net and its variants for medical image segmentation: theory and applications 2 Nov 2020 · 0 repositories · arXiv:2011.01118
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Creating cloud-free satellite imagery from image time series with deep learning 1 Nov 2020 · 0 repositories
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Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI 31 Oct 2020 · 1 repository · arXiv:2011.00263
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RRScell method for automated single-cell profiling of multiplexed immunofluorescence cancer tissue 30 Oct 2020 · 0 repositories · arXiv:2011.01002
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Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution 30 Oct 2020 · 1 repository · arXiv:2011.01045
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Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm 29 Oct 2020 · 0 repositories · arXiv:2010.15560
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UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition 29 Oct 2020 · 0 repositories · arXiv:2010.15521
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Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement 28 Oct 2020 · 1 repository · arXiv:2010.15174Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Does anatomical contextual information improve 3D U-Net based brain tumor segmentation? 26 Oct 2020 · 0 repositories · arXiv:2010.13460
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Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy 26 Oct 2020 · 1 repository · arXiv:2010.13343
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What is the best data augmentation for 3D brain tumor segmentation? 26 Oct 2020 · 2 repositories · arXiv:2010.13372
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Multi Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition 23 Oct 2020 · 1 repository · arXiv:2010.12249
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Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy 23 Oct 2020 · 1 repository · arXiv:2011.08065
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Exploring Overcomplete Representations for Single Image Deraining using CNNs 20 Oct 2020 · 1 repository · arXiv:2010.10661
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The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy 20 Oct 2020 · 2 repositories · arXiv:2010.09969
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Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation 19 Oct 2020 · 1 repository · arXiv:2010.09586
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Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology 16 Oct 2020 · 0 repositories · arXiv:2010.08296
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Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture 14 Oct 2020 · 1 repository · arXiv:2010.07002
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Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning 14 Oct 2020 · 0 repositories · arXiv:2010.06879
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Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features 13 Oct 2020 · 0 repositories · arXiv:2010.12347
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Land Cover Semantic Segmentation Using ResUNet 13 Oct 2020 · 0 repositories · arXiv:2010.06285
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Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected Ψ-Net 12 Oct 2020 · 0 repositories · arXiv:2010.05395
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Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise 8 Oct 2020 · 0 repositories · arXiv:2010.03740
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Deep SVBRDF Estimation on Real Materials 8 Oct 2020 · 0 repositories · arXiv:2010.04143
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Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition 8 Oct 2020 · 0 repositories · arXiv:2010.04257
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Image Translation for Medical Image Generation -- Ischemic Stroke Lesions 5 Oct 2020 · 1 repository · arXiv:2010.02745
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KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation 4 Oct 2020 · 1 repository · arXiv:2010.01663
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Global Adaptive Filtering Layer for Computer Vision 2 Oct 2020 · 0 repositories · arXiv:2010.01177
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Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors 2 Oct 2020 · 0 repositories · arXiv:2010.00757
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Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT 1 Oct 2020 · 0 repositories · arXiv:2010.01982
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DEEPMIR: A DEEP neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI 30 Sep 2020 · 0 repositories · arXiv:2010.00148
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Fully Automatic Intervertebral Disc Segmentation Using Multimodal 3D U-Net 28 Sep 2020 · 0 repositories · arXiv:2009.13583
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DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels 25 Sep 2020 · 2 repositories · arXiv:2009.12053
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Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping 24 Sep 2020 · 1 repository · arXiv:2009.11524
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Cloud Cover Nowcasting with Deep Learning 24 Sep 2020 · 0 repositories · arXiv:2009.11577
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Style-invariant Cardiac Image Segmentation with Test-time Augmentation 24 Sep 2020 · 0 repositories · arXiv:2009.12193
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GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes 23 Sep 2020 · 1 repository · arXiv:2009.11080
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CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation 22 Sep 2020 · 3 repositories · arXiv:2009.10549
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Radiologist-level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans 21 Sep 2020 · 0 repositories · arXiv:2009.09827
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Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images 21 Sep 2020 · 1 repository · arXiv:2009.09780
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Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images 21 Sep 2020 · 0 repositories · arXiv:2009.09571
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SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors 21 Sep 2020 · 0 repositories
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Brain tumour segmentation using cascaded 3D densely-connected U-net 16 Sep 2020 · 0 repositories · arXiv:2009.07563
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U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image 16 Sep 2020 · 0 repositories · arXiv:2009.07567
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Adaptive Convolution Kernel for Artificial Neural Networks 14 Sep 2020 · 1 repository · arXiv:2009.06385
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EfficientSeg: An Efficient Semantic Segmentation Network 14 Sep 2020 · 1 repository · arXiv:2009.06469
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GIA-Net: Global Information Aware Network for Low-light Imaging 14 Sep 2020 · 0 repositories · arXiv:2009.06604
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Old Photo Restoration via Deep Latent Space Translation 14 Sep 2020 · 8 repositories · arXiv:2009.07047
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Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor Segmentation 13 Sep 2020 · 1 repository · arXiv:2009.06115
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Deep learning denoising for EOG artifacts removal from EEG signals 12 Sep 2020 · 0 repositories · arXiv:2009.08809
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Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation 11 Sep 2020 · 1 repository · arXiv:2009.10608
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Finite Group Equivariant Neural Networks for Games 10 Sep 2020 · 1 repository · arXiv:2009.05027
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Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema 10 Sep 2020 · 0 repositories · arXiv:2009.05403
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Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks 9 Sep 2020 · 1 repository · arXiv:2009.04227
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MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism 9 Sep 2020 · 1 repository · arXiv:2009.04177
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The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net 6 Sep 2020 · 0 repositories · arXiv:2009.02805
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TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer 6 Sep 2020 · 1 repository · arXiv:2009.02819
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Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling 5 Sep 2020 · 1 repository · arXiv:2009.02569
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Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images 3 Sep 2020 · 0 repositories · arXiv:2009.02130
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The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models 3 Sep 2020 · 2 repositories · arXiv:2009.01907
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Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial Attention 2 Sep 2020 · 1 repository · arXiv:2009.01031
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Deep Learning to Detect Bacterial Colonies for the Production of Vaccines 2 Sep 2020 · 0 repositories · arXiv:2009.00926
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A Compact Deep Architecture for Real-time Saliency Prediction 30 Aug 2020 · 0 repositories · arXiv:2008.13227
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Deep Hypergraph U-Net for Brain Graph Embedding and Classification 30 Aug 2020 · 1 repository · arXiv:2008.13118
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Puzzle-AE: Novelty Detection in Images through Solving Puzzles 29 Aug 2020 · 1 repository · arXiv:2008.12959
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Deep Learning based Spectral CT Imaging 28 Aug 2020 · 0 repositories · arXiv:2008.13570
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Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks 27 Aug 2020 · 1 repository · arXiv:2008.12371
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W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data 27 Aug 2020 · 0 repositories · arXiv:2008.12413
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Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation 26 Aug 2020 · 1 repository · arXiv:2008.11776
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NAS-DIP: Learning Deep Image Prior with Neural Architecture Search 26 Aug 2020 · 1 repository · arXiv:2008.11713