[Colloquium] Basart/MS Presentation/Nov 28, 2017
Margaret Jaffey via Colloquium
colloquium at mailman.cs.uchicago.edu
Tue Nov 14 10:37:38 CST 2017
This is an announcement of Steven Basart's MS Presentation.
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Date: Tuesday, November 28, 2017
Time: 10:00 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. Regarding the study of GANs, we create our own novel
network that can be used for interpretability, image generation, and
augmenting existing datasets via semi-supervision. Last, we create a
new measure to score sets of images as opposed to scoring individual
images. The measure uses the relative divergence between two pairs of
distributions, namely a training set and test set, and a training set
and generated set. This measure has several nice properties: tracks
image quality, is unbiased, detects missing modes, and captures
generalization of the generative model.
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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