{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11468680","patent":{"patent_number":"US-11468680","title":"Shuffle, attend, and adapt: video domain adaptation by clip order prediction and clip attention alignment","assignee":null,"inventors":[],"filing_date":"2020-08-20T00:00:00.000Z","publication_date":"2022-10-11T00:00:00.000Z","cpc_codes":["G06N","G06F","G06N","G06N","G06N","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V"],"num_claims":20,"abstract":"A method for performing video domain adaptation for human action recognition is presented. The method includes using annotated source data from a source video and unannotated target data from a target video in an unsupervised domain adaptation setting, identifying and aligning discriminative clips in the source and target videos via an attention mechanism, and learning spatial-background invariant human action representations by employing a self-supervised clip order prediction loss for both the annotated source data and the unannotated target data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Shuffle, attend, and adapt: video domain adaptation by clip order prediction and clip attention alignment","description":"A method for performing video domain adaptation for human action recognition is presented. The method includes using annotated source data from a source video and unannotated target data from a target","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11468680","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11468680","citation_suggestion":"Patentable. \"Shuffle, attend, and adapt: video domain adaptation by clip order prediction and clip attention alignment\" (US-11468680). https://patentable.app/patents/US-11468680","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11468680","json":"https://patentable.app/api/llm-context/US-11468680","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:41:15.690Z"}