Electronic device and data processing method based on invertible generative networks, electronic detection system and associated computer program

摘要

Electronic device and data processing method based on invertible generative networks, electronic detection system and associated computer program This electronic data processing device includes: - a module (16) for acquiring a set of data(s) to be processed; - a calculation module (18) including a plurality of components (20, Ck), each associated with a respective task, each component being configured to implement an invertible neural network to calculate a vector in a latent space, called vector latent (hk), from dataset(s); - a module (22) for determining a task for each datum, by: + evaluating, for each component, a likelihood score from the corresponding latent vector; + assigning, to said datum, the task associated with the component with the highest likelihood score among the plurality of scores evaluated; and + if the assessed likelihood score is inconsistent for the component associated with the assigned task, changing the assigned task to an unknown task. Figure for the abstract: Figure 2.