/Queent-GAN-Study

๐Ÿ‘‘ GAN ๋…ผ๋ฌธ ์ฝ๊ธฐ ์Šคํ„ฐ๋””

Queent GAN Study

๐Ÿ‘‘ Team Queent์˜ GAN ์Šคํ„ฐ๋””

Teen Queent, EURON, Ewha Womans University AI & Data Science

์ฐธ์—ฌ์ž: ๊ฐ•๋‹ค์—ฐ ๊น€์ง€์ˆ˜ ์ด์„ ๋ฏผ ์žฅ์˜ˆ์„œ


๐Ÿ’š ์—…๋กœ๋“œ ๊ทœ์น™

๋งค์ฃผ ํ™”์š”์ผ 18:30 ์Šคํ„ฐ๋”” ๋ชจ์ž„ ์‹œ๊ฐ„๊นŒ์ง€ ๊นƒํ—ˆ๋ธŒ์— ๋งค์ฃผ ํ• ๋‹น๋œ ์ •๋ฆฌ๋ณธ์„ ์—…๋กœ๋“œํ•œ๋‹ค.

๐Ÿ’š ๋ฒŒ๊ธˆ

  • ํ™”์š”์ผ ์Šคํ„ฐ๋”” ๋ชจ์ž„ ์‹œ๊ฐ„๋ถ€ํ„ฐ ์ˆ˜์š”์ผ ์ •์˜ค๊นŒ์ง€ ์ œ์ถœ๋ถ„์€ ์ง€๊ฐ์œผ๋กœ, ๋ฒŒ๊ธˆ 1000์›์„ ์ž…๊ธˆํ•œ๋‹ค.
  • ์ˆ˜์š”์ผ ์ •์˜ค ์ดํ›„ ์ œ์ถœ๋ถ„์€ ๋ฏธ์ œ์ถœ์œผ๋กœ, ๋ฒŒ๊ธˆ 2000์›์„ ์ž…๊ธˆํ•œ๋‹ค.

ํšŒ์ฐจ ๋‚ ์งœ ์ฃผ์ œ ๋…ผ๋ฌธ ์ง„ํ–‰
01 9/7-9/14 GAN Overview Lecture by Yunjey Choi โœ…
02 9/14-9/21 GAN Generative Adversarial Nets โœ…
03 9/21-9/28 CGAN Conditional Generative Adversarial Nets, Nov 2014 โœ…
04 9/28-10/5 DCGAN Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, 2015 โœ…
05 10/5-10/12 ACGAN Conditional Image Synthesis With Auxiliary Classifier GANs, Oct 2016
06 11/2-11/9 LSGAN Least Squares Generative Adversarial Networks, Nov 2016
07 11/9-11/16 WGAN Wasserstein GAN, Jan 2017
08 11/16-11/23 BEGAN BEGAN: Boundary Equilibrium Generative Adversarial Networks, Mar 2017
09 11/23-11/30 ProgressiveGAN Progressive Growing of GANs for Improved Quality, Stability, and Variation, Oct 2017
10 11/30-12/21 StarGAN StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation, Nov 2017
11 12/21-12/28 SGAN SGAN: An Alternative Training of Generative Adversarial Networks, Dec 2017
12 12/28-1/4 SNGAN Spectral Normalization for Generative Adversarial Networks, Feb 2018
13 1/4-1/11 BigGan Large Scale GAN Training for High Fidelity Natural Image Synthesis, Sep 2018
14 1/11-1/18 StyleGAN A Style-Based Generator Architecture for Generative Adversarial Networks, Dec 2018