Invention Grant
- Patent Title: Mutual information adversarial autoencoder
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Application No.: US17842247Application Date: 2022-06-16
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Publication No.: US12282851B2Publication Date: 2025-04-22
- Inventor: Aleksandr Aliper , Aleksandrs Zavoronkovs , Alexander Zhebrak , Artur Kadurin , Daniil Polykovskiy , Rim Shayakhmetov
- Applicant: Insilico Medicine IP Limited
- Applicant Address: CN Hong Kong
- Assignee: Insilico Medicine IP Limited
- Current Assignee: Insilico Medicine IP Limited
- Current Assignee Address: CN Hong Kong
- Agency: MASCHOFF BRENNAN
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/088 ; G06N7/01 ; G10L19/24

Abstract:
A method for generating an object includes: providing a dataset having object data and condition data; processing the object data to obtain latent object data and latent object-condition data; processing the condition data to obtain latent condition data and latent condition-object data; processing the latent object data and the latent object-condition data to obtain generated object data; processing the latent condition data and latent condition-object data to obtain generated condition data; comparing the latent object-condition data to the latent condition-object data to determine a difference; processing the latent object data and latent condition data and one of the latent object-condition data or latent condition-object data to obtain a discriminator value; and selecting a selected object based on the generated object data.
Public/Granted literature
- US20220391709A1 MUTUAL INFORMATION ADVERSARIAL AUTOENCODER Public/Granted day:2022-12-08
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