| 11203361 |
Method for performing on-device learning of machine learning network on autonomous vehicle by using multi-stage learning with adaptive hyper-parameter sets and device using the same |
Yongjoong Kim, Dongkyu Yu, Sung An Gweon |
2021-12-21 |
| 11157813 |
Method and device for on-vehicle active learning to be used for training perception network of autonomous vehicle |
Bongnam Kang, Yongjoong Kim, Sung An Gweon |
2021-10-26 |
| 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, Yongjoong Kim, Wooju Ryu |
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 |
Wooju Ryu, Bongnam Kang |
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 |
| 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 |
| 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 |
| 10970633 |
Method for optimizing on-device neural network model by using sub-kernel searching module and device using the same |
Sung An Gweon, Yongjoong Kim, Bongnam Kang |
2021-04-06 |
| 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 |
Wooju Ryu, 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, Bongnam Kang, Wooju Ryu |
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, Bongnam Kang, Wooju Ryu |
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 |