Airbnb, Inc. patent applications on April 17th, 2025
Patent Applications by Airbnb, Inc. on April 17th, 2025
Airbnb, Inc.: 1 patent applications
Airbnb, Inc. has applied for patents in the areas of G06V10/80 (1), G06V10/774 (1), G06V10/82 (1) G06V10/809 (1)
With keywords such as: experts, image, methods, training, predict, include, architectures, trained, systems, and models in patent application abstracts.
Patent Applications by Airbnb, Inc.
20250124697. MIXTURE OF EXPERTS FOR IMAGE CLASSIFICATION_simplified_abstract_(airbnb, inc.)
Inventor(s): Xiaoxin Yin of San Jose CA US for airbnb, inc., Pei Xiong of San Francisco CA US for airbnb, inc., Jian Zhang of Burligame CA US for airbnb, inc.
IPC Code(s): G06V10/80, G06V10/774, G06V10/82
CPC Code(s): G06V10/809
Abstract: systems and methods herein describe generating a mixture of experts (moe) models for image classification. the systems and methods include training a plurality of neural network models as experts, wherein the experts are trained to predict an image class, to predict amenities present in the image, to predict location categories in the image, or a combination thereof. the system and methods additionally include training experts based on input differentiation. the system and methods also include training experts having different model architectures or variants of model architectures, and combining the trained experts into an ensemble model. the ensemble model can then be used to classify new images.