{"url":"/method/batchboost","slug":"batchboost","name":"Batchboost","full_name":"Batchboost","full_name_withheld":false,"description_markdown":"**Batchboost** is a variation on [MixUp](https://paperswithcode.com/method/mixup) that instead of mixing just two images, mixes many images together.","description_state":"present","introduced_year":null,"introduced_by":{"title":"batchboost: regularization for stabilizing training with resistance to underfitting & overfitting","paper":"/paper/batchboost-regularization-for-stabilizing","first_author":"Maciej A. Czyzewski","n_authors":1,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/batchboost-regularization-for-stabilizing"},"source":{"url":"https://arxiv.org/abs/2001.07627v1","title":"batchboost: regularization for stabilizing training with resistance to underfitting & overfitting","url_on_a_paper_host":true},"code_snippet_url":"https://github.com/maciejczyzewski/batchboost/blob/93f01d9d9fbe86ca9ef0bf1540dc55e2dfd1ef2a/batchboost.py#L7","code_snippet_url_on_a_code_host":true,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Image Data Augmentation","url":"/methods/category/image-data-augmentation","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/batchboost-regularization-for-stabilizing","title":"batchboost: regularization for stabilizing training with resistance to underfitting & overfitting","date":"2020-01-21","arxiv_id":"2001.07627","n_code_links":1,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/image-classification","name":"Image Classification","papers":1},{"task":"/task/semi-supervised-image-classification","name":"Semi-Supervised Image Classification","papers":1}],"tasks_shown":2,"n_tasks":2,"usage_by_year":[{"year":"2020","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/batchboost"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}