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[D] First Author Interview - Dynamic Inference with Neural Interpreters (Video Walkthrough & Author Interview)
Jan. 21, 2022, 4:43 p.m. | /u/ykilcher
Machine Learning www.reddit.com
This video includes an interview with the paper's authors!
What if we treated deep networks like modular programs? Neural Interpreters divide computation into small modules and route data to them via a dynamic type inference system. The resulting model combines recurrent elements, weight sharing, attention, and more to tackle both abstract reasoning, as well as computer vision tasks.
OUTLINE:
0:00 - Intro & Overview
3:00 - Model Overview
7:00 - Interpreter weights and function code
9:40 - Routing data …
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