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09/22/2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement
Convolution-augmented transformers (Conformers) are recently proposed in...
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03/28/2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement
Recently, convolution-augmented transformer (Conformer) has achieved pro...
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10/16/2021
A MIMO Radar-based Few-Shot Learning Approach for Human-ID
Radar for deep learning-based human identification has become a research...
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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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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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03/03/2020
SELD-TCN: Sound Event Localization Detection via Temporal Convolutional Networks
The understanding of the surrounding environment plays a critical role i...
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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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11/25/2017
Stairs Detection for Enhancing Wheelchair Capabilities Based on Radar Sensors
Powered wheelchair users encounter barriers to their mobility everyday. ...
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11/25/2017
Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches
Radar sensors can be used for analyzing the induced frequency shifts due...
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11/25/2017