deep learning

Deep Learning is Powerful Because It Makes Hard Things Easy - Reflections 10 Years On · January 31, 2026 · deep learning opinion machine learning

Notes on the Origin of Implicit Regularization in SGD · April 1, 2021 · deep learning generalization SGD differerntial equations

An information maximization view on the $\beta$-VAE objective · March 18, 2021 · VAE generative models deep learning KL divergence

Unsupervised Feature Learning in Video: Learning to Linearize · September 8, 2015 · deep learning machine learning video unsupervised learning NIPS