BlackHC's Adventures

This post discusses potential failure cases of outlier exposure—when using “fake” label distributions for outliers—and presents an intellectually pleasing version of outlier exposure in latent space, treating outliers as purely negative samples from a contrastive point-of-view. [Read More]

During my day-to-day, I read papers and procrastinate from writing my thesis, so I often come up with high-level questions that I cannot research because I don’t have the experience, time, and computing resources. The following is such a research question which—if it has not been answered by someone else... [Read More]

This are my notes and observations from reading the Linear Algebra chapter of the Deep Learning book. [Read More]

I have published a couple of posts on Medium to see how it works: [Read More]

Today, I want to release another bit of code from my master’s thesis. However, this time it won’t be C++ code, instead I’m going to release some LaTeX code which I used to display source code fragments with. [Read More]