Neural

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. … Read more

Jan 2022 Mental Model for a Neural Net: Building one from scratch Training our Neural Network Updating the Hidden Layer with Gradient Descent Finalizing our Neural Network from scratch Automagically computing the slope of a function with autograd OK, so … Read more

Arxiv 2021 Abstract We propose Neural Actor (NA), a new method for high-quality synthesis of humans from arbitrary viewpoints and under arbitrary controllable poses. Our method is built upon recent neural scene representation and rendering works which learn representations of … Read more

It’s a well-established fact that a guitarist’s acumen can be accurately gauged by the size of their pedal board- the more stompboxes, the better the player. Why have one box that can do everything when you can have many that … Read more

Yesterday some extraordinary new work in neural image synthesis caught the attention and the imagination of the internet, as Intel researchers revealed a new method for enhancing the realism of synthetic images. The system, as demonstrated in a video from … Read more

Enlarge / An artist’s schematic of the system. reader comments 54 with 41 posters participating Share this story Elon Musk’s Neuralink has been making waves on the technology side of neural implants, but it hasn’t yet shown how we might … Read more

Enlarge / An artist’s schematic of the system. reader comments 59 with 45 posters participating Share this story Elon Musk’s Neuralink has been making waves on the technology side of neural implants, but it hasn’t yet shown how we might … Read more

If you are, like me, confused by why deep neural networks can generalize to out-of-sample data points without drastic overfitting, keep on reading.

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. … Read more