DCGAN / Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

#GAN #DCGAN DCGAN 논문리뷰 / Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, 2015 (velog.io) [DCGAN paper link] CONTENTS Abstract Introduction Approach and Model Architecture Details of Adversarial Training Empirical Validation of DCGANs Capabilities Investigating and Visualizing the Internals of the Networks Conclusion and Future Work Related Work (생략) 0. Abstract 최근(당시 2016) 지도학습 방식의 CNN이 컴퓨터비전 어플리케이션들에 아주 잘 범용적으로 적용되어오고 있는데, 그에 반에 비지도학습 방식의 CNN은 많이 주목 못받았음. 본 연구에서 강력한 비지..........

원문링크 : DCGAN / Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks