JongBeom Baek
LG Electronics (CTO Division)
AI Research Center (Visual Intelligence TP)
AI Researcher
Email: jongbeom.baek@lge.com
Research Interest
Deep Learning: Depth Estimation, Deep SLAM, 3D Reconstruction
Robot Vision: Visual SLAM, Visual Odometry
Publication
"InstaFormer++: Multi-Domain Instance-Aware Image-to-Image Translation with Transformer", Soohyun Kim, Jongbeom Baek, Jihye Park, Eunjae Ha, Homin Jung, Taeyoung Lee and Seungryong Kim. International Journal of Computer Vision (IJCV), 2023 [link]
"MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation", Jongbeom Baek, Gyeongnyeon Kim, Seonghoon Park, Honggyu An, Matteo Poggi, and Seungryong Kim. (Arxiv), 2022 [pdf] [project] [code]
“InstaFormer: Instance-Aware Image-to-Image Translation with Transformer”, Soohyun Kim, Jongbeom Baek, Jihye Park, Gyeongnyeon Kim, and Seungryong Kim. IEEE Conf. Computer Vision Pattern Recognition (CVPR), 2022 [pdf] [project] [code]
"Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation", Jongbeom Baek, Gyeongnyeon Kim, and Seungryong Kim. IEEE International Conference on Robotics and Automation (ICRA). 2022 [pdf] [video]
Experience
StradVision Algorithm Engineer Intern (Nov.2022 ~ Current ) [link] [video1] [video2]
AI Robot Laboratory Intelligent Robot Research Center(KIST) Intern Researcher (Mar.2020 ~ Oct.2020) [video]
Robotic Media Laboratory Intelligent Robot Research Center(KIST) Undergraduate Researcher (Aug.2018 ~ Feb.2019) [video]