[Colloquium] Basart/MS Presentation/Feb 23, 2018
Margaret Jaffey via Colloquium
colloquium at mailman.cs.uchicago.edu
Wed Jan 31 13:36:30 CST 2018
This is an announcement of Steven Basart's MS Presentation.
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Date: Friday, February 23, 2018
Time: 11:30 AM
Place: Ryerson 255
M.S. Candidate: Steven Basart
M.S. Paper Title: Analysis of Generative Adversarial Models
Abstract:
We study Generative Adversarial Networks (GANs) and their applications
to various tasks, as well as the creation of a measure to analyze
their performance. We create a novel network that can be used for
interpretability, image generation, and augmenting existing datasets.
Last, we create a new measure that scores sets of images. The measure
computes the relative divergence between the test set and generated
set. This measure has several nice properties: tracks image quality,
is unbiased, detects when the generator has missing modes, and
captures the divergence of the generative model to a test
distribution.
Steven's advisor is Prof. Risi Kondor
Login to the Computer Science Department website for details:
https://www.cs.uchicago.edu/phd/ms_announcements#xksteven
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Margaret P. Jaffey margaret at cs.uchicago.edu
Department of Computer Science
Student Support Rep (Ry 156) (773) 702-6011
The University of Chicago http://www.cs.uchicago.edu
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