Craft: Camera-radar 3d object detection with spatio-contextual fusion transformer Y Kim, S Kim, JW Choi, D Kum Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1160-1168, 2023 | 57 | 2023 |
Crn: Camera radar net for accurate, robust, efficient 3d perception Y Kim, J Shin, S Kim, IJ Lee, JW Choi, D Kum Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 49 | 2023 |
Diverse multiple trajectory prediction using a two-stage prediction network trained with lane loss S Kim, H Jeon, JW Choi, D Kum IEEE Robotics and Automation Letters 8 (4), 2038-2045, 2022 | 22* | 2022 |
Recup net: Recursive prediction network for surrounding vehicle trajectory prediction with future trajectory feedback S Kim, D Kum, J won Choi 2020 IEEE 23rd international conference on intelligent transportation …, 2020 | 16 | 2020 |
Boosting monocular 3D object detection with object-centric auxiliary depth supervision Y Kim, S Kim, S Sim, JW Choi, D Kum IEEE Transactions on Intelligent Transportation Systems 24 (2), 1801-1813, 2022 | 15 | 2022 |
Autonomous driving technology trend and future outlook: powered by artificial intelligence S Kim, Y Kim, H Jeon, D Kum, K Lee Transactions of the Korean Society of Automotive Engineers 30 (10), 819-830, 2022 | 10 | 2022 |
Lane-based probabilistic motion prediction of surrounding vehicles and predictive longitudinal control method and apparatus D Kum, SJ Yoon, J Kim, S Kim US Patent 11,433,884, 2022 | 9 | 2022 |
Joint semi-supervised and active learning via 3d consistency for 3d object detection S Hwang, S Kim, Y Kim, D Kum 2023 IEEE International Conference on Robotics and Automation (ICRA), 4819-4825, 2023 | 3 | 2023 |
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection S Kim, Y Kim, S Hwang, H Jeong, D Kum arXiv preprint arXiv:2407.10164, 2024 | 2 | 2024 |
Predict to Detect: Prediction-guided 3D Object Detection using Sequential Images S Kim, Y Kim, IJ Lee, D Kum Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
자율 주행 차량을 위한 순환 신경망 기반 차량 경로 예측 김산민, 최준원, 금동석 한국자동차공학회 추계학술대회 및 전시회, 810-811, 2019 | 1 | 2019 |
Electronic device for prediction using recursive structure and operating method thereof D Kum, S Kim US Patent 11,858,535, 2024 | | 2024 |
Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy DJ Kang, D Kum, S Kim Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | | 2024 |
Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach H Jeon, S Kim, K Lee, D Kang, J Choi, D Kum IEEE Transactions on Intelligent Transportation Systems 24 (6), 6477-6490, 2023 | | 2023 |
자율주행 차량에서의 차선 수준의 지도 정보를 활용한 차량 경로 예측 김산민, 금동석, 최준원 한국자동차공학회 추계학술대회 및 전시회, 565-566, 2021 | | 2021 |