Vedantha  Venkatapathy

Vedantha Venkatapathy

Scholar Title

MIT EECS | Aptiv Undergraduate Research and Innovation Scholar

Research Title

Neural Video Conferencing

Cohort

2022–2023

Department

Electrical Engineering and Computer Science

Research Areas
  • Image and Video Processing
Supervisor

Mohammadreza Alizadeh

Abstract

Speeding up inference times for our custom first order motion model for low bandwidth video conferencing. We want to explore sparsification, quantization, and target architecture specific techniques to speed up our model inference time.

Quote

I want to explore research in a structured way and work on a project from start to end. I have a little bit of background on this specific project from the past two years and I’d like to explore fast inference in machine learning in depth, so this seems like the perfect project.

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