{"url":"/method/mode-normalization","slug":"mode-normalization","name":"Mode Normalization","full_name":"Mode Normalization","full_name_withheld":false,"description_markdown":"**Mode Normalization** extends normalization to more than a single mean and variance, allowing for detection of modes of data on-the-fly, jointly normalizing samples that share common features. It first assigns samples in a mini-batch to different modes via a gating network, and then normalizes each sample with estimators for its corresponding mode.","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/1810.05466v1","title":"Mode Normalization","url_on_a_paper_host":true},"code_snippet_url":"https://github.com/ldeecke/mn-torch/blob/8000e582e4809093f3179656e390150ceec048c1/nn/ops.py#L18","code_snippet_url_on_a_code_host":true,"categories":[{"area":"General","area_id":"general","collection":"Normalization","url":"/methods/category/normalization","pwc_aliases":[]}],"n_papers_tagged":2,"archive_num_papers":null,"papers_newest_first":[{"paper":null,"title":"U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation","date":"2025-06-05","arxiv_id":"2506.05444","n_code_links":0,"syntology":null},{"paper":"/paper/mode-normalization","title":"Mode Normalization","date":"2018-10-12","arxiv_id":"1810.05466","n_code_links":2,"syntology":null}],"papers_shown":2,"tasks":[{"task":"/task/body-detection","name":"Body Detection","papers":1},{"task":"/task/computational-efficiency","name":"Computational Efficiency","papers":1},{"task":"/task/image-segmentation","name":"Image Segmentation","papers":1},{"task":"/task/segmentation","name":"Segmentation","papers":1},{"task":"/task/semantic-segmentation","name":"Semantic Segmentation","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2018","papers":1},{"year":"2025","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/mode-normalization"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}