Patent ID: 11948083
Assignee: UMNAI LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 24:
25. The method of claim 1, further comprising generating a probability associated with a plurality of input samples using a discriminator, wherein the input samples correspond to one or more tasks that are associated with one or more input features and comprise a plurality of outputs corresponding to outputs for the corresponding tasks, and
further comprising sequence data comprising a plurality of data points containing feature data in one or more sequential formats comprising one or more of: 2D data, 3D data, multi-dimensional data arrays, transactional data, time series, digitized samples, sensor data, image data, hyper-spectral data, natural language text, video data, audio data, haptic data, LIDAR data, RADAR data, and SONAR data, wherein the data points comprise one or more associated labels indicating an output value or classification for a specific data point or a continuous or non-continuous interval of data points, and wherein a plurality of data point sequences are identified from an internal and/or external process configured to output one or more of synthetic data points, perturbed data, sampled data, and transformed data.