{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11488329","patent":{"patent_number":"US-11488329","title":"Method and apparatus for multi-rate neural image compression with stackable nested model structures","assignee":null,"inventors":[],"filing_date":"2021-06-16T00:00:00.000Z","publication_date":"2022-11-01T00:00:00.000Z","cpc_codes":["G06T","H04N","H04N"],"num_claims":20,"abstract":"A method of multi-rate neural image compression with stackable nested model structures is performed by at least one processor and includes iteratively stacking, on a first prior set of weights of a first neural network corresponding to a prior hyperparameter, a first plurality of sets of weights of a first plurality of stackable neural networks corresponding to a current hyperparameter, wherein the first prior set of weights of the first neural network remains unchanged, encoding an input image to obtain an encoded representation, using the first prior set of weights of the first neural network on which the first plurality of sets of weights of the first plurality of stackable neural networks is stacked, and encoding the obtained encoded representation to determine a compressed representation."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for multi-rate neural image compression with stackable nested model structures","description":"A method of multi-rate neural image compression with stackable nested model structures is performed by at least one processor and includes iteratively stacking, on a first prior set of weights of a fi","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11488329","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-11488329","citation_suggestion":"Patentable. \"Method and apparatus for multi-rate neural image compression with stackable nested model structures\" (US-11488329). https://patentable.app/patents/US-11488329","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11488329","json":"https://patentable.app/api/llm-context/US-11488329","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T13:23:50.352Z"}