US Patent Application 18191758. LEARNING APPARATUS, RECOGNITION APPARATUS, LEARNING METHOD, AND STORAGE MEDIUM simplified abstract
LEARNING APPARATUS, RECOGNITION APPARATUS, LEARNING METHOD, AND STORAGE MEDIUM
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LEARNING APPARATUS, RECOGNITION APPARATUS, LEARNING METHOD, AND STORAGE MEDIUM - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 18191758 Titled 'LEARNING APPARATUS, RECOGNITION APPARATUS, LEARNING METHOD, AND STORAGE MEDIUM'
Simplified Explanation
The abstract describes a learning apparatus that trains a model in a unique way. It holds a feature amount of a trained model at an early learning stage. The model is trained by adding a task and mixing the value for the added task with existing supervisory data. An intermediate layer is extended towards a low-dimensional layer based on the training progress.
Original Abstract Submitted
A learning apparatus is provided that trains a model while a feature amount of a trained model is held at a learning early stage. When a model is trained using a parameter of the trained model, the model is trained by adding a task, and mixing a value for the added task and preliminarily prepared supervisory data at a predetermined mixing ratio. An intermediate layer to be trained is extended toward a low-dimensional layer side based on training progress with a layer for solving the added task as a starting point.
