50 citations · 50 across the 3 of their papers we have counts for
4 papers
FP8 Formats for Deep Learning
Paulius Micikevicius, Dusan Stosic, Neil Burgess +12
FP8 is a natural progression for accelerating deep learning training inference beyond the 16-bit formats common in modern processors. In this paper we propose an 8-bit floating poi…
Crowd-Sourced Road Quality Mapping in the Developing World
Benjamin Choi, John Kamalu
Road networks are among the most essential components of a country's infrastructure. By facilitating the movement and exchange of goods, people, and ideas, they support economic an…
Road Mapping in Low Data Environments with OpenStreetMap
John Kamalu, Benjamin Choi
Roads are among the most essential components of any country's infrastructure. By facilitating the movement and exchange of people, ideas, and goods, they support economic and cult…
Using General Adversarial Networks for Marketing: A Case Study of Airbnb
Richard Diehl Martinez, John Kaleialoha Kamalu
In this paper, we examine the use case of general adversarial networks (GANs) in the field of marketing. In particular, we analyze how GAN models can replicate text patterns from s…