Appending the PhD Mindset
I heard that getting a PhD is about obtaining a certain mindset. Yet, the mindset should append, not replace.
Recent posts
Halide: a language and compiler for image processing and deep learning
Introduction to Halide and review of several related papers. Halide aims to generate efficient domain-specific languages automatically from user-defined algo...
The autoencoder family
AE, DAE, VAE, and CVAE explained. The previous post on Bayesian statistics may help your understanding.
Bayesian Statistics, Maximum Likelihood Estimation, and Machine Learning
Some basic content I encountered while studying machine learning. A very brief explanation of prior probabilities, posterior probabilities, maximum likelihoo...
[Review] XNOR-Nets: ImageNet Classification Using Binary Convolutional Neural Networks
A model that binarizes both the input and convolution filters, offering the possibility of running SOTA networks on CPUs.