Neural Network Quantization and Compression with Tijmen Blankevoort - TWIML Talk #292

Neural Network Quantization and Compression with Tijmen Blankevoort - TWIML Talk #292

Today we’re joined by Tijmen Blankevoort, a staff engineer at Qualcomm, who leads their compression and quantization research teams. In our conversation with Tijmen we discuss: • The ins and outs of compression and quantization of ML models, specifically NNs, • How much models can actually be compressed, and the best way to achieve compression, • We also look at a few recent papers including “Lottery Hypothesis."

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Learning State Representations with Yael Niv - TWiML Talk #92

Learning State Representations with Yael Niv - TWiML Talk #92

This week on the podcast we’re featuring a series of conversations from the NIPs conference in Long Beach, California. I attended a bunch of talks and learned a ton, organized an impromptu roundtable ...

22 Dec 201747min

Philosophy of Intelligence with Matthew Crosby - TWiML Talk #91

Philosophy of Intelligence with Matthew Crosby - TWiML Talk #91

This week on the podcast we’re featuring a series of conversations from the NIPs conference in Long Beach, California. I attended a bunch of talks and learned a ton, organized an impromptu roundtable ...

21 Dec 201729min

Geometric Deep Learning with Joan Bruna & Michael Bronstein - TWiML Talk #90

Geometric Deep Learning with Joan Bruna & Michael Bronstein - TWiML Talk #90

This week on the podcast we’re featuring a series of conversations from the NIPs conference in Long Beach, California. I attended a bunch of talks and learned a ton, organized an impromptu roundtable ...

20 Dec 201740min

AI at the NASA Frontier Development Lab with Sara Jennings, Timothy Seabrook and Andres Rodriguez

AI at the NASA Frontier Development Lab with Sara Jennings, Timothy Seabrook and Andres Rodriguez

This week on the podcast we’re featuring a series of conversations from the NIPs conference in Long Beach, California. I attended a bunch of talks and learned a ton, organized an impromptu roundtable ...

19 Dec 201736min

Using Deep Learning and Google Street View to Estimate Demographics with Timnit Gebru

Using Deep Learning and Google Street View to Estimate Demographics with Timnit Gebru

This week on the podcast we’re featuring a series of conversations from the NIPs conference in Long Beach, California. I attended a bunch of talks and learned a ton, organized an impromptu roundtable ...

19 Dec 201732min

Integrative Learning for Robotic Systems with Aaron Ames - TWiML Talk #87

Integrative Learning for Robotic Systems with Aaron Ames - TWiML Talk #87

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

15 Dec 201747min

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - TWiML Talk #86

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

14 Dec 201735min

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

Embodied Visual Learning with Kristen Grauman - TWiML Talk #85

This week on the podcast we’re featuring a series of conversations from the AWS re:Invent conference in Las Vegas. I had a great time at this event getting caught up on the latest and greatest machine...

13 Dec 201739min

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