Alec Radford, Luke Metz, & Soumith Chintala (2015), References, Textbook of AI

Alec Radford, Luke Metz, & Soumith Chintala (2015)

arXiv.

DOI: https://doi.org/10.48550/arxiv.1511.06434

Abstract. Introduces DCGAN, establishing architectural guidelines for stable GAN training, batch normalisation, strided convolutions, specific activation functions, that enabled the generation of increasingly high-quality images.

Tags: generative gan dcgan

AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks