{"url":"/method/hisd","slug":"hisd","name":"HiSD","full_name":"Hierarchical Style Disentanglement","full_name_withheld":false,"description_markdown":"**Hierarchical Style Disentanglement**, or **HiSD**,  aims to disentangle different styles in image-to-image translation models. It organizes the labels into a hierarchical structure, where independent tags, exclusive attributes, and disentangled styles are allocated from top to bottom. To make the styles identified to the tags and attributes, the authors carefully redesign the modules, phases, and objectives.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Image-to-image Translation via Hierarchical Style Disentanglement","paper":"/paper/image-to-image-translation-via-hierarchical","first_author":"Xinyang Li","n_authors":9,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/image-to-image-translation-via-hierarchical"},"source":{"url":"https://arxiv.org/abs/2103.01456v1","title":"Image-to-image Translation via Hierarchical Style Disentanglement","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 Models","url":"/methods/category/generative-models","pwc_aliases":[]}],"n_papers_tagged":2,"archive_num_papers":2,"papers_newest_first":[{"paper":null,"title":"Neural Network-based High-index Saddle Dynamics Method for Searching Saddle Points and Solution Landscape","date":"2024-11-25","arxiv_id":"2411.16200","n_code_links":0,"syntology":null},{"paper":"/paper/image-to-image-translation-via-hierarchical","title":"Image-to-image Translation via Hierarchical Style Disentanglement","date":"2021-03-02","arxiv_id":"2103.01456","n_code_links":1,"syntology":null}],"papers_shown":2,"tasks":[{"task":"/task/disentanglement","name":"Disentanglement","papers":1},{"task":"/task/image-to-image-translation","name":"Image-to-Image Translation","papers":1},{"task":"/task/multimodal-unsupervised-image-to-image","name":"Multimodal Unsupervised Image-To-Image Translation","papers":1},{"task":"/task/translation","name":"Translation","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2021","papers":1},{"year":"2024","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/hisd"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}