Samsung patents AI method to pick best data filters
Samsung describes a method where a visual language model analyzes time-series data to suggest the best combination of mathematical filters, or kernels. The system tests different filter settings, generates graphs of the results, and uses a second AI model to score and recommend the optimal setup.
In the filing’s own words
A processor-implemented method includes determining one or more kernel combinations corresponding to time-series data based on information output by inputting the time-series data, information on a predetermined kernel combination, and first prompt information into a first visual language model (VLM), determining an optimized parameter set from one or more parameter sets, for each of the one or more kernel combinations, inputting second prompt information into a second VLM to analyze one or more graphs corresponding to the optimized parameter set, for each of the one or more kernel combinations, determining one or more scores for each of the one or more kernel combinations based on an output generated by the inputting of the second prompt information into the second VLM, and determining, in response to the one or more scores being determined, a recommended kernel combination from the one or more kernel combinations based on the one or more scores.
What exactly they claim (claim 1)
1. A processor-implemented method comprising: determining one or more kernel combinations corresponding to time-series data based on information output by inputting the time-series data, information on a predetermined kernel combination, and first prompt information into a first visual language model (VLM); determining an optimized parameter set from one or more parameter sets, for each of the one or more kernel combinations; inputting second prompt information into a second VLM to analyze one or more graphs corresponding to the optimized parameter set, for each of the one or more kernel combinations; determining one or more scores for each of the one or more kernel combinations based on an output generated by the inputting of the second prompt information into the second VLM; and determining, in response to the one or more scores being determined, a recommended kernel combination from the one or more kernel combinations based on the one or more scores.
Facts
- Company
- Samsung (Samsung Electronics Co., Ltd.)
- Official title
- METHOD AND ELECTRONIC DEVICE WITH KERNEL COMBINATION DETERMINATION
- Publication number
- US20260301389A1
- Application number
- 19445297
- Filed
- Jan 9, 2026
- Published
- Oct 1, 2026
- Inventors
- 4
- Claims
- 20
Classified under
G06V 10/776 Physics & computingG06V 10/7635 Physics & computingG06V 10/768 Physics & computingG06V 10/82 Physics & computingG06V 10/84 Physics & computingG06V 10/87 Physics & computingMore from Samsung in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.