Pre-training, Transformers, and Bi-directionality

Bidirectional Encoder Representations from Transformers BERT (Devlin et al., 2018) is a language »

Bayesian deep learning and near-term quantum computers: A cautionary tale in quantum machine learning

This blog post is an overview of quantum machine learning written by the author of the paper Bayesian deep »

Large-Scale Evolution of Image Classifiers

Deep neural networks excel in many difficult tasks, given large amounts of training data and enough »

Interpolation in Autoencoders via an Adversarial Regularizer

Adversarially Constrained Autoencoder Interpolation (ACAI; Berthelot et al., 2018) is a regularization »

GANs Need Some Attention, Too

Self-Attention Generative Adversarial Networks (SAGAN; Zhang et al., 2018) are convolutional neural networks »