{"url":"/method/hdcgan","slug":"hdcgan","name":"HDCGAN","full_name":"High-resolution Deep Convolutional Generative Adversarial Networks","full_name_withheld":false,"description_markdown":"**HDCGAN**, or **High-resolution Deep Convolutional Generative Adversarial Networks**, is a [DCGAN](https://paperswithcode.com/method/dcgan) based architecture that achieves high-resolution image generation through the proper use of [SELU](https://paperswithcode.com/method/selu) activations. Glasses, a mechanism to arbitrarily improve the final [GAN](https://paperswithcode.com/method/gan) generated results by enlarging the input size by a telescope ζ is also set forth. \r\n\r\nA video showing the training procedure on CelebA-hq can be found [here](https://youtu.be/1XZB87W0SaY).","description_state":"present","introduced_year":null,"introduced_by":{"title":null,"paper":null,"first_author":null,"n_authors":0,"url_abs":null,"archive_paper_url":null},"source":{"url":"http://arxiv.org/abs/1711.06491v12","title":"High-Resolution Deep Convolutional Generative Adversarial Networks","url_on_a_paper_host":true},"code_snippet_url":"https://github.com/curto2/c","code_snippet_url_on_a_code_host":true,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Generative Models","url":"/methods/category/generative-models","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":null,"papers_newest_first":[{"paper":"/paper/high-resolution-deep-convolutional-generative","title":"High-Resolution Deep Convolutional Generative Adversarial Networks","date":"2017-11-17","arxiv_id":"1711.06491","n_code_links":1,"syntology":null}],"papers_shown":1,"tasks":[{"task":null,"name":"GPU","papers":1},{"task":"/task/image-generation","name":"Image Generation","papers":1},{"task":"/task/ms-ssim","name":"MS-SSIM","papers":1},{"task":"/task/ssim","name":"SSIM","papers":1},{"task":"/task/high","name":"Vocal Bursts Intensity Prediction","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2017","papers":1}],"row_source":"embedded","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/hdcgan"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}