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Month: January 2018

3-D Convolutional Network with Adversarial Training for Video Generation

January 22, 2018 Bell Chen Leave a comment

1. Abstract After building image translator powered by CycleGAN, I found a problem that, in generation and translation of videos,…

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Posted in: Highlight, Neural Network Creation

Audio-folder Dataloader for Pytorch

January 17, 2018 Bell Chen Leave a comment

I have adapted an audio data-loader for my upcoming music with Machine Learning tests few days ago. Introduction In this…

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Posted in: Software & Algorithm

CycleGAN for Unsupervised Image Translation

January 10, 2018 Bell Chen Leave a comment

In most of generative adversarial networks, CycleGAN has amazing ability to translate images without labels. Like an unsupervised learner, it…

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Posted in: Highlight, Neural Network Creation

Residual Blocks in Generative Adversarial Network

January 8, 2018 Bell Chen Leave a comment

This post illustrates the test of different residual blocks and architectures of deep convolutional generative adversarial network in detail, since…

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Posted in: Neural Network Creation

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