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Cash App Labs Modifies the Very Deep VAE to Achieve a 2.6x Speedup and 20x Memory Reduction

Deep learning-based generative models have become increasingly popular in recent years due to their ability to produce highly realistic images, texts and audio. Although deep autoregressive models have been researchers’ go-to for parameter choice via maximum likelihood estimation (MLE), variational autoencoder architectures (VAEs) —…

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