A novel post-filtering method using generative adversarial networks (GANs) is proposed to correct the effect of a nonlinear distortion caused by time-frequency (TF) masking. TF masking is a powerful ...

Keywords: outlier detection (OD), autoencoder (AE), generative adversarial network (GANs), ECG, temporal convolutional network (TCN) Citation: Shan L, Li Y, Jiang H, Zhou P, Niu J, Liu R, Wei Y, Peng ...

For the development of self-driving cars, it is essential to perceive the environment as accurately as possible and to interpret the movement of the surrounding vehicles. It makes sense to draw ...

Tensorflow implementation of Adversarial Autoencoders (ICLR 2016) Similar to variational autoencoder (VAE), AAE imposes a prior on the latent variable z. Howerver, instead of maximizing the evidence ...

Convolutional autoencoder joint boundary and mask adversarial learning for fundus image segmentation Xu Zhang 1,2 Jiaqi Song 1,2 Chengrui Wang 3 Zhen Zhou 4,5,6,7 * 1 Department of Computer Science ...

This repository contains the code for the publication "Mastering processing-microstructure complexity through the prediction of thin film structure zone diagrams by generative machine learning models" ...