Data Science at Home

[RB] How to generate very large images with GANs (Ep. 85)

Listen Later

Join the discussion on our Discord server

In this episode I explain how a research group from the University of Lubeck dominated the curse of dimensionality for the generation of large medical images with GANs.

The problem is not as trivial as it seems. Many researchers have failed in generating large images with GANs before. One interesting application of such approach is in medicine for the generation of CT and X-ray images.
Enjoy the show!

 

References

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images https://arxiv.org/abs/1907.01376

...more
View all episodesView all episodes
Download on the App Store
Data Science at HomeBy Francesco Gadaleta
  • 4.2
  • 4.2
  • 4.2
  • 4.2
  • 4.2

4.2

71 ratings

More shows like Data Science at Home

View all
This Week in Startups by Jason Calacanis

This Week in Startups

1,287 Listeners

The McKinsey Podcast by McKinsey & Company

The McKinsey Podcast

395 Listeners

Data Skeptic by Kyle Polich

Data Skeptic

479 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

624 Listeners

HBR IdeaCast by Harvard Business Review

HBR IdeaCast

1,836 Listeners

Soft Skills Engineering by Jamison Dance and Dave Smith

Soft Skills Engineering

287 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

303 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

336 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

143 Listeners

DataFramed by DataCamp

DataFramed

268 Listeners

Practical AI by Practical AI LLC

Practical AI

209 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

93 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

95 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

210 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

598 Listeners