{"url":"/method/stylemapgan","slug":"stylemapgan","name":"StyleMapGAN","full_name":"StyleMapGAN","full_name_withheld":false,"description_markdown":"**StyleMapGAN** is a generative adversarial network for real-time image editing. The intermediate latent space has spatial dimensions, and a spatially variant modulation replaces [AdaIN](https://paperswithcode.com/method/adaptive-instance-normalization). It aims to make the embedding through an encoder more accurate than existing optimization-based methods while maintaining the properties of GANs.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing","paper":"/paper/stylemapgan-exploiting-spatial-dimensions-of","first_author":"Hyunsu Kim","n_authors":5,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/stylemapgan-exploiting-spatial-dimensions-of"},"source":{"url":"https://arxiv.org/abs/2104.14754v2","title":"Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Generative Adversarial Networks","url":"/methods/category/generative-adversarial-networks","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/stylemapgan-exploiting-spatial-dimensions-of","title":"Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing","date":"2021-04-30","arxiv_id":"2104.14754","n_code_links":1,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/image-manipulation","name":"Image Manipulation","papers":1},{"task":null,"name":"valid","papers":1}],"tasks_shown":2,"n_tasks":2,"usage_by_year":[{"year":"2021","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/stylemapgan"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}