{"url":"/method/internet-explorer","slug":"internet-explorer","name":"Internet Explorer","full_name":"Internet Explorer","full_name_withheld":false,"description_markdown":"Internet Explorer explores the web in a self-supervised manner to progressively find relevant examples that improve performance on a desired target dataset. It cycles between searching for images on the Internet with text queries, self-supervised training on downloaded images, determining which images were useful, and prioritizing what to search for next.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Internet Explorer: Targeted Representation Learning on the Open Web","paper":"/paper/internet-explorer-targeted-representation","first_author":"Alexander C. Li","n_authors":4,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/internet-explorer-targeted-representation"},"source":{"url":"https://arxiv.org/abs/2302.14051v2","title":"Internet Explorer: Targeted Representation Learning on the Open Web","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Self-Supervised Learning","url":"/methods/category/self-supervised-learning","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/internet-explorer-targeted-representation","title":"Internet Explorer: Targeted Representation Learning on the Open Web","date":"2023-02-27","arxiv_id":"2302.14051","n_code_links":1,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/classification-1","name":"Classification","papers":1},{"task":null,"name":"GPU","papers":1},{"task":"/task/representation-learning","name":"Representation Learning","papers":1},{"task":"/task/self-supervised-learning","name":"Self-Supervised Learning","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2023","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/internet-explorer"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}