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Method for explainable active learning, to be used for object detector, by using deep encoder and active learning device using the same |
Hongmo Je, Yongjoong Kim, Wooju Ryu |
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Method for generating training data to be used for training deep learning network capable of analyzing images and auto labeling device using the same |
— |
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 |
Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +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 |
Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more |
2021-07-27 |
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Method for auto-labeling test image by using class-agnostic refinement module, and auto labeling device using the same |
Jung Kwon Lee |
2021-06-08 |
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Methods for training auto-labeling device and performing auto-labeling by using hybrid classification and devices using the same |
— |
2021-06-01 |
| 11023780 |
Methods for training auto labeling device and performing auto labeling related to object detection while performing automatic verification by using uncertainty scores and devices using the same |
— |
2021-06-01 |
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Methods for training auto labeling device and performing auto labeling related to segmentation while performing automatic verification by using uncertainty scores and devices using the same |
— |
2021-06-01 |
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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 |
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Method and device for attention-driven resource allocation by using reinforcement learning and V2X communication to thereby achieve safety of autonomous driving |
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2021-05-18 |
| 10984262 |
Learning method and testing method for monitoring blind spot of vehicle, and learning device and testing device using the same |
Yongjoong Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +7 more |
2021-04-20 |
| 10970645 |
Method for explainable active learning, to be used for object detector, by using Bayesian dual autoencoder and active learning device using the same |
Sung An Gweon, Yongjoong Kim, Bongnam Kang |
2021-04-06 |
| 10963792 |
Method for training deep learning network based on artificial intelligence and learning device using the same |
Hongmo Je, Bongnam Kang, Wooju Ryu |
2021-03-30 |
| 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 |
Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more |
2021-02-16 |
| 10902290 |
Methods for training auto labeling device and performing auto labeling related to object detection while performing automatic verification by using uncertainty scores and devices using the same |
— |
2021-01-26 |
| 10902297 |
Method for auto-labeling test image by using class-agnostic refinement module, and auto-labeling device using the same |
Jung Kwon Lee |
2021-01-26 |
| 10902291 |
Methods for training auto labeling device and performing auto labeling related to segmentation while performing automatic verification by using uncertainty scores and devices using the same |
— |
2021-01-26 |
| 10890916 |
Location-specific algorithm selection for optimized autonomous driving |
Yongjoong Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more |
2021-01-12 |
| 10885388 |
Method for generating training data to be used for training deep learning network capable of analyzing images and auto labeling device using the same |
— |
2021-01-05 |
| 10885387 |
Methods for training auto-labeling device and performing auto-labeling by using hybrid classification and devices using the same |
— |
2021-01-05 |