Blog posts

To facilitate the teaching of a certain undergraduate class, I created some visualizations for several basic machine learning algorithms, including K-Means clustering, e.g. These visualizations help students to better understand the underlying concepts of these algorithms and how they work in practice.

Variational Inference

Kalman Filter

Omnipotent Youth Society (万能青年旅店，简称万青), Chinese indie band in Hebei. blues rock & indie rock.

Lo Tayou (罗大佑), Chinese Musician born in Taiwan.

Why use kernel size of 4 in discriminators? Because of Checkboard artifacts in gradients Link

松糕鞋 松糕鞋 踩上女人街 女人街

古之所谓豪杰之士，必有过人之节。人情有所不能忍者，匹夫见辱，拔剑而起，挺身而斗，此不足为勇也。天下有大勇者，卒然临之而不惊，无故加之而不怒。此其所挟持者甚大，而其志甚远也。

Progressive GAN

Progressive growing of GAN

• Start with low-resolution images and then progressively increasing the resolution by adding layers to the network!

This is a slide about Keyword Spotting with hardware constraint. Some model compression approaches are also introduced to reduce the computational requirement.