Advanced Deep Learning and Tensor Tutorial

AI4Science@Caltech

An advanced tutorial on deep learning and tensor methods.

Annenberg Center for Information Science and Technology

Speakers:<a href="http://jeankossaifi.com/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Jean Kossaifi</a> and <a href="https://www.adrianbulat.com/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Adrian Bulat</a>Schedule:Deep learning refresher — how to train your deep nets (1:00 - 1:30)Tensor methods Quickstart (1:30 - 2:00) Short break (2:00 - 2:10)Combining tensor methods and deep learning (2:10 - 3:00)Short break (3:00 - 3:10)Ultimate compression with (binary) quantisation of deep neural networks (3:10 - 3:40)Break + setup (3:40 - 4:00)Hands-on session + Q&amp;A: (4:00 - 5:00)<ul><li>Training a neural network for image classification</li></ul><ul><li>Adding in tensor decomposition</li></ul><ul><li>Binarizing/Quantization the network</li></ul>====================PrerequisitesYou will need a laptop to get the most of the session, with Python (3.7 or higher) installed, along with PyTorch and TensorLy.You also need to have the jupyter notebook installed.More details: https://sites.google.com/view/ai-for-science-workshop/advanced-dl-tensor-tutorial

Our {communityGuidelinesLink} describe the sort of content we prohibit on Eventbrite. If you suspect an event may be in violation, you can report it to us so we can investigate.

To report other categories of prohibited or illegal content, submit {link}

Advanced Deep Learning and Tensor Tutorial

More events from AI4Science@Caltech

Follow organizers to get events picked for you

Advanced Deep Learning and Tensor Tutorial

More events from AI4Science@Caltech

Follow organizers to get events picked for you

You might also like...

Browse more events with different dates, prices, and formats to find your next great experience.