EPO Patent Grant EP4515457B1 - Multiple-Instance Learning
Summary
The European Patent Office has granted patent EP4515457B1 for a method of multiple-instance learning based on regional embeddings. The patent was published on March 18, 2026, and covers innovations in AI and machine learning techniques.
What changed
The European Patent Office (EPO) has granted patent EP4515457B1, titled 'Multiple-Instance Learning Based on Regional Embeddings'. This patent, effective March 18, 2026, relates to advancements in artificial intelligence, specifically in the area of machine learning algorithms. The grant signifies the EPO's recognition of novel technology in this field, with inventors listed from various backgrounds.
This patent grant is primarily an intellectual property matter and does not impose direct compliance obligations on regulated entities. However, companies operating in the AI and computing sectors, particularly those developing or utilizing machine learning technologies, should be aware of this patent. It may impact freedom-to-operate analyses or inform strategic decisions regarding patentable innovations in AI.
Source document (simplified)
MULTIPLE-INSTANCE LEARNING BASED ON REGIONAL EMBEDDINGS
Grant EP4515457B1 Kind: B1 Mar 18, 2026
Inventors
HÖHNE, Johannes, CERSOVSKY, Josef, LENGA, Matthias, DE ZOETE, Jacob Coenraad, SCHMITZ, Arndt, BAL, Tricia, PELEKANOU, Vasiliki, DI TOMASO, Emmanuelle
IPC Classifications
G06V 10/82 20220101AFI20260115BHEP G06V 20/69 20220101ALI20260115BHEP G06N 3/0455 20230101ALI20260115BHEP G06N 3/09 20230101ALI20260115BHEP G06N 3/088 20230101ALN20260115BHEP G06N 3/0464 20230101ALN20260115BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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