September 5, 2020

[P] What are adversarial examples in NLP?

Hi everyone, You might be familiar with the idea of adversarial examples in computer vision. Specifically, the adversarial perturbations that cause an imperceptible change to humans […]
September 6, 2020

[D] Paper Explained – Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation (Full Video Analysis)

https://youtu.be/hv3UO3G0Ofo Convolutional Neural Networks have dominated image processing for the last decade, but transformers are quickly replacing traditional models. This paper proposes a fully attentional model […]
September 6, 2020

[R] The new contender to GANs: score matching with Langevin Sampling

I recently wrote a blog post on an approach that will likely supersede GANs in the soon future: Score Matching with Langevin Sampling. In the blog […]
September 6, 2020

[D] Why do so many (seemingly) non-research ML internships require PhD's or that you're a PhD student? And is that usually a hard requirement?

Hi. Title is basically the question. I'm an MSCS student wanting to do an internship in ML before graduation. I was doing some browsing but noticed […]