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05/16/2023
Wavelet-based Unsupervised Label-to-Image Translation
Semantic Image Synthesis (SIS) is a subclass of image-to-image translati...
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09/29/2021
USIS: Unsupervised Semantic Image Synthesis
Semantic Image Synthesis (SIS) is a subclass of image-to-image translati...
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03/15/2021
Uncertainty-Based Biological Age Estimation of Brain MRI Scans
Age is an essential factor in modern diagnostic procedures. However, ass...
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02/19/2021
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving
Predicting future 3D LiDAR pointclouds is a challenging task that is use...
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10/20/2020
Investigating Cross-Domain Losses for Speech Enhancement
Recent years have seen a surge in the number of available frameworks for...
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09/22/2020
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation
The concept of biological age (BA) - although important in clinical prac...
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10/21/2019
Perceptual Speech Enhancement via Generative Adversarial Networks
Automatic speech recognition (ASR) systems are of vital importance nowad...
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10/21/2019
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities
Local deformations in medical modalities are common phenomena due to a m...
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10/14/2019
Organ-based Age Estimation based on 3D MRI Scans
Individuals age differently depending on a multitude of different factor...
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10/12/2019
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts
Motion is one of the main sources for artifacts in magnetic resonance (M...
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03/08/2019
Unsupervised Medical Image Translation Using Cycle-MedGAN
Image-to-image translation is a new field in computer vision with multip...
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03/04/2019
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs
Radar is of vital importance in many fields, such as autonomous driving,...
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11/17/2018
A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning
Obtaining a smart surveillance requires a sensing system that can captur...
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11/12/2018
Towards Adversarial Denoising of Radar Micro-Doppler Signatures
Generative Adversarial Networks (GANs) are considered the state-of-the-a...
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10/15/2018
Adversarial Inpainting of Medical Image Modalities
Numerous factors could lead to partial deteriorations of medical images....
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09/17/2018
Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs
Motion artifacts are a primary source of magnetic resonance (MR) image q...
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06/17/2018