US 12,283,092 B2
Information processing device, learning method, and recording medium
Gaku Nakano, Tokyo (JP); Yuichi Nakatani, Tokyo (JP); Tetsuo Inoshita, Tokyo (JP); Katsuhiko Takahashi, Tokyo (JP); and Asuka Ishii, Tokyo (JP)
Assigned to NEC CORPORATION, Tokyo (JP)
Appl. No. 17/775,607
Filed by NEC Corporation, Tokyo (JP)
PCT Filed Nov. 13, 2019, PCT No. PCT/JP2019/044527
§ 371(c)(1), (2) Date May 10, 2022,
PCT Pub. No. WO2021/095160, PCT Pub. Date May 20, 2021.
Prior Publication US 2022/0398833 A1, Dec. 15, 2022
Int. Cl. G06V 10/774 (2022.01); G06N 3/045 (2023.01)
CPC G06V 10/7747 (2022.01) [G06N 3/045 (2023.01)] 10 Claims
OG exemplary drawing
 
1. An information processing device comprising:
a memory storing instructions; and
one or more processors configured to execute the instructions to:
output an arbitrary label for unknown data;
output a new generated data using the arbitrary label and the unknown data as inputs; and
perform distillation learning of a student model using a teacher model and using the generated data as an input,
wherein the one or more processors generate the new generated data that minimizes an error between the prediction label obtained by inputting the generated data to the teacher model and the arbitrary label.