no code implementations • 31 Oct 2023 • David Marwood, Shumeet Baluja, Yair Alon
Recent progress in text-to-image (TTI) systems, such as StableDiffusion, Imagen, and DALL-E 2, have made it possible to create realistic images with simple text prompts.
no code implementations • 11 Jun 2019 • Michele Covell, David Marwood, Shumeet Baluja, Nick Johnston
We show results that are within 1. 6% of the reported, non-quantized performance on MobileNet using only 40 entries in our table.
no code implementations • 24 Sep 2018 • Shumeet Baluja, David Marwood, Michele Covell, Nick Johnston
For successful deployment of deep neural networks on highly--resource-constrained devices (hearing aids, earbuds, wearables), we must simplify the types of operations and the memory/power resources used during inference.
no code implementations • 7 Sep 2018 • David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
A rapidly increasing portion of internet traffic is dominated by requests from mobile devices with limited and metered bandwidth constraints.