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06/29/2023
PVP: Personalized Video Prior for Editable Dynamic Portraits using StyleGAN
Portrait synthesis creates realistic digital avatars which enable users ...
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12/06/2022
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs
Graph neural networks have shown to learn effective node representations...
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11/09/2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation
Semantic segmentation is a task that traditionally requires a large data...
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08/27/2019
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations
We propose a supervised nonrigid image registration method, trained usin...
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08/07/2019
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
Adversarial training has been recently employed for realizing structured...
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04/01/2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Quantification of cerebral white matter hyperintensities (WMH) of presum...
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10/09/2018
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT
Various approaches for liver segmentation in CT have been proposed: Besi...
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06/14/2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
Convolutional neural networks have been successfully applied to semantic...
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01/15/2018
Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR
Ventricular volume and its progression are known to be linked to several...
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02/25/2017
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation
Magnetic Resonance Imaging (MRI) is widely used in routine clinical diag...
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10/24/2016
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin
Lacunes of presumed vascular origin (lacunes) are associated with an inc...
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10/16/2016