Fall 2021

11-767 On-Device Machine Learning

Build, train, and deploy models that can run on low-power devices. Covering distillation, quantization, weight imprinting, and power calculation. The final model produced will have an mAh "budget".

Spring 2021

11-777 MultiModal Machine Learning

Focus on core techniques and modern advances for integrating different "modalities" into a shared representation or reasoning system. Specifically, these include text, audio, images/videos and action taking.