Simple implenetation of the RealNVP invertible neural network.
I'm a Machine Learning and Vision Scientist at Apple, working at the intersection of graphics, image/video coding, and human & computer vision.
I have a PhD in Neuroscience from NYU, where I was advised by Eero Simoncelli and David Heeger. My dissertation focuses on theories of adaptive efficient coding in neural networks, and representational geometry. Formerly, I was a PhD intern on the Open Codecs team at Google where I worked on adaptive ML models for video compression.
I was born and raised in Yellowknife, Northwest Territories, Canada 🥶🍁. My BSc is in Physiology and Physics from McGill University, where I began working on what would eventually become my MSc at the University of Western Ontario (our lab migrated), modeling neural correlates of visual attention and memory, advised by Julio Martinez-Trujillo.
hear me pronounce my Vietnamese family name, Dương: Saying "Yuh-ng" will get you close (the D sounds like a Y in English). Most people pronounce it like "Dew-ong" or "Dwong", which I'm fine with.
This short post will cover graphical intuition and PyTorch code for two different kinds of whitening: batch and instance.
A tutorial for a classic numerical linear algebra algorithm to find eigenvectors and values.
A Python implementation of the elegant algorithm introduced by Iain Murray et al. (2010).
What’s the best way to quantify and visualize distance between two positive definite matrices? Julia code included.
PyTorch implementation and explanation of SGD MCMC sampling w/ Langevin or Hamiltonian dynamics.