US 11,741,356 B2
Data processing apparatus by learning of neural network, data processing method by learning of neural network, and recording medium recording the data processing method
Jaekyun Moon, Daejeon (KR); Sung Whan Yoon, Daejeon (KR); and Jun Seo, Daejeon (KR)
Assigned to Korea Advanced Institute of Science & Technology
Filed by Korea Advanced Institute of Science and Technology, Daejeon (KR)
Filed on Jun. 4, 2019, as Appl. No. 16/431,319.
Claims priority of application No. 10-2019-0014684 (KR), filed on Feb. 8, 2019; application No. 10-2019-0023479 (KR), filed on Feb. 27, 2019; and application No. 10-2019-0051364 (KR), filed on May 2, 2019.
Prior Publication US 2020/0257970 A1, Aug. 13, 2020
Int. Cl. G06N 3/08 (2023.01); G06N 20/10 (2019.01); G06T 9/00 (2006.01); G06T 11/00 (2006.01); G06F 18/2451 (2023.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 10/82 (2022.01); G06V 20/00 (2022.01)
CPC G06N 3/08 (2013.01) [G06F 18/2451 (2023.01); G06N 20/10 (2019.01); G06T 9/001 (2013.01); G06T 11/003 (2013.01); G06V 10/764 (2022.01); G06V 10/7715 (2022.01); G06V 10/82 (2022.01); G06V 20/35 (2022.01)] 35 Claims
OG exemplary drawing
 
1. A data processing method by learning of a neural network, the data processing method comprising:
obtaining a first set of output values by processing a first set of input values of a task by the neural network;
forming a projection space on the basis of the first set of output values without learning;
obtaining a second set of output values by processing a second set of input values out of input values of the task by the neural network;
projecting the second set of output values onto the projection space; and
performing processing the second set of output values in the projection space.