| 11132607 |
Method for explainable active learning, to be used for object detector, by using deep encoder and active learning device using the same |
Kye-Hyeon Kim, Hongmo Je, Yongjoong Kim |
2021-09-28 |
| 11113574 |
Methods for performing self-supervised learning of deep-learning based detection network by using deep Q-network and devices using the same |
Bongnam Kang, Hongmo Je |
2021-09-07 |
| 11087175 |
Learning method and learning device of recurrent neural network for autonomous driving safety check for changing driving mode between autonomous driving mode and manual driving mode, and testing method and testing device using them |
Kye-Hyeon Kim, Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +9 more |
2021-08-10 |
| 11080544 |
Method and device for calibrating pitch of camera on vehicle and method and device for continual learning of vanishing point estimation model to be used for calibrating the pitch |
Yongjoong Kim, Bongnam Kang, Sung An Gweon |
2021-08-03 |
| 11074480 |
Learning method and learning device for supporting reinforcement learning by using human driving data as training data to thereby perform personalized path planning |
Kye-Hyeon Kim, Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +9 more |
2021-07-27 |
| 11074507 |
Method for performing adjustable continual learning on deep neural network model by using selective deep generative replay module and device using the same |
SukHoon Boo, Sung An Gweon, Yongjoong Kim |
2021-07-27 |
| 11017673 |
Method and device for learning generating lane departure warning (LDW) alarm by referring to information on driving situation to be used for ADAS, V2X or driver safety required to satisfy level 4 and level 5 of autonomous vehicles |
Kye-Hyeon Kim, Yongjoong Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam +7 more |
2021-05-25 |
| 11010668 |
Method and device for attention-driven resource allocation by using reinforcement learning and V2X communication to thereby achieve safety of autonomous driving |
Kye-Hyeon Kim, Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +9 more |
2021-05-18 |
| 10984262 |
Learning method and testing method for monitoring blind spot of vehicle, and learning device and testing device using the same |
Kye-Hyeon Kim, Yongjoong Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam +7 more |
2021-04-20 |
| 10970598 |
Learning method and learning device for training an object detection network by using attention maps and testing method and testing device using the same |
Hongmo Je, Bongnam Kang, Yongjoong Kim |
2021-04-06 |
| 10963792 |
Method for training deep learning network based on artificial intelligence and learning device using the same |
Kye-Hyeon Kim, Hongmo Je, Bongnam Kang |
2021-03-30 |
| 10922788 |
Method for performing continual learning on classifier in client capable of classifying images by using continual learning server and continual learning server using the same |
Dongkyu Yu, Hongmo Je, Bongnam Kang |
2021-02-16 |
| 10919543 |
Learning method and learning device for determining whether to switch mode of vehicle from manual driving mode to autonomous driving mode by performing trajectory-based behavior analysis on recent driving route |
Kye-Hyeon Kim, Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +9 more |
2021-02-16 |
| 10890916 |
Location-specific algorithm selection for optimized autonomous driving |
Kye-Hyeon Kim, Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +9 more |
2021-01-12 |