{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11979175","patent":{"patent_number":"US-11979175","title":"Method and apparatus for variable rate compression with a conditional autoencoder","assignee":null,"inventors":[],"filing_date":"2022-09-09T00:00:00.000Z","publication_date":"2024-05-07T00:00:00.000Z","cpc_codes":["G06N","G06N","H04L","H04L","H04L","H04N","H04N","H04N","H04N","G06N","G06N","G06N","H04N","H04N","H04N"],"num_claims":20,"abstract":"A method and apparatus for variable rate compression with a conditional autoencoder is herein provided. According to one embodiment, a method for compression includes receiving a first image and a first scheme as inputs for an autoencoder network; determining a first Lagrange multiplier based on the first scheme; and using the first image and the first Lagrange multiplier as inputs, computing a second image from the autoencoder network. The autoencoder network is trained using a plurality of Lagrange multipliers and a second image as training inputs."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for variable rate compression with a conditional autoencoder","description":"A method and apparatus for variable rate compression with a conditional autoencoder is herein provided. According to one embodiment, a method for compression includes receiving a first image and a fir","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11979175","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-11979175","citation_suggestion":"Patentable. \"Method and apparatus for variable rate compression with a conditional autoencoder\" (US-11979175). https://patentable.app/patents/US-11979175","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11979175","json":"https://patentable.app/api/llm-context/US-11979175","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T11:40:56.295Z"}