In 1984, a panel at the AAAI conference discussed whether the field was approaching an “AI Winter”. Mitch Waldrop wrote a transcript of the discussion, and much of it reads exactly like something written 35 years into the future.
Below are s…
You can download a PDF (typset in LaTeX) of this blog post here.
Jupyter Notebook Code on GitHub: https://github.com/ericjang/pt-jax
This blog post is a tutorial on implementing path tracing, a physically-based rendering algorithm, in JAX. …
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JAX is a great linear algebra + automatic differentiation library for fast experimentation with and teaching machine learning. Here is a lightweight example, in just 75 lines of JAX, of how to implement Real-NVP.
This post is based off of a …
This is a tutorial on common practices in training generative models that optimize likelihood directly, such as autoregressive models and normalizing flows. Deep generative modeling is a fast-moving field, so I hope for this to be a newcomer-friendly …
Translations: 中文
I’ve been at Google Brain robotics (now referred to as Robotics @ Google) for nearly 3 years. It’s helpful to reflect, from time to time, on the scientific, engineering and personal productivity takeaways gleaned from w…
Snapchat’s new gender-bending filter is a source of endless fun and laughs at parties. The results are very pleasing to look at. As someone who is used to working with machine learning algorithms, it’s almost magical how robust this feature is.
I was …
Xiaoyi Yin has graciously translated this blog post to 中文.
I often hear the remark around the proverbial AI watering hole that there are no examples of reinforcement learning (RL) deployed in commercial settings that couldn’t be replaced by simpl…
Github repo here: https://github.com/ericjang/maml-jax
Adaptive behavior in humans and animals occurs at many time scales: when I use a new shower handle for the first time, it takes me a few seconds to figure out how to adjust the water temperat…
Some thoughts on the interesting BagNet paper (accepted at ICLR 2019) currently being circulated around the Machine Learning Twitter Community.
Disclaimer: I wasn’t a reviewer of this paper for ICLR. I think it was worthy of acceptance to the c…