The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 24, 2024
Filed:
Nov. 09, 2022
Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Amandeep Kumar, Abu Dhabi, AE;
Ankan Kumar Bhunia, Abu Dhabi, AE;
Hisham Cholakkal, Abu Dhabi, AE;
Sanath Narayan, Abu Dhabi, AE;
Rao Muhammad Anwer, Abu Dhabi, AE;
Fahad Khan, Abu Dhabi, AE;
Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Abstract
An apparatus, computer readable storage medium and method of generating a diverse set of images from few-shot images, includes a parameter input receiving values for control parameters to control an extent to which each reference image impacts a newly generated image. The apparatus involves an image generation deep learning network for generating an image for each of the values for the control parameters. The deep learning network has an encoder, a transformer-based fusion block, and a decoder. The transformer-based fusion block includes a mapping network that computes meta-weights from features extracted from the reference images and the control parameters, and a cross-attention block to generate modulation weights based on the meta-weights. An output displays high-quality and diverse images generated based on the values for the control parameter.