2020 Davian GAN study

참고자료

• GAN paper list repository
• Pytorch GAN implementation repository

일정

Date	Year of publication	Paper	Presenter	Question Link	Video Link
2020/09/03		향후 방향성 계획
2020/09/10	2014	Generative Adversarial Nets	김태성	Link
2020/09/17	2016	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Net	김진희	Link	Link
2020/09/24	2016	Least Squares Generative Adversarial Networks	류승우	Link	Link
2020/10/01		추석 연휴
2020/10/08	2015	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	윤주열
2020/10/15	2016	NIPS 2016 Tutorial: Generative Adversarial Networks: 1~2	허경훈		Link
2020/10/15	2016	NIPS 2016 Tutorial: Generative Adversarial Networks: 3	양소영
2020/10/22		중간고사 및 CVPR
2020/12/03	2016	NIPS 2016 Tutorial: Generative Adversarial Networks: 4~9	김진희
2020/12/17	2017	Wasserstein GAN	김태우
2020/12/24	2017	Improved Training of Wasserstein GANs	youngwoo cho
2020/12/24	2017	GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	최승환
	2018	Spectral Normalization for Generative Adversarial Networks	sanghyeon lee
	2017	Progressive Growing of GANs for Improved Quality, Stability, and Variation	미정
	2018	A Style-Based Generator Architecture for Generative Adversarial Networks	정성윤
	2017	Image-to-Image Translation with Conditional Adversarial Nets (Pix2Pix)	이현지
	2017	Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(Cycle-GAN)	허경훈
	2017	StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation	김태우
	2018, 2018	Multimodal Unsupervised Image-to-Image Translation (MUNIT) Diverse Image-to-Image Translation via Disentangled Representations (DRIT)	윤주열
	2019	Few-Shot Unsupervised Image-to-Image Translation	형준하
	2016	Unrolled Generative Adversarial Networks	미정
	2018	Implicit Maximum Likelihood Estimation	미정
	2018	Mixed batches and symmetric discriminators for GAN training	미정
	2019	LOGAN: Latent Optimisation for Generative Adversarial Networks	미정
	2017	The Cramer Distance as a Solution to Biased Wasserstein Gradients	미정
	2018	A Variational Inequality Perspective on Generative Adversarial Networks	미정
	2018	Large Scale GAN Training for High Fidelity Natural Image Synthesis (BigGAN)	미정
	2018	Self-attention generative adversarial networks	미정
	2019	Negative Momentum for Improved Game Dynamics	미정
	2018	The Mechanics of n-Player Differentiable Games	미정
	2020	AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs	미정