PhD Student
Donghyun is a PhD student in the Image and Video Computing Group at Boston University, advised by Prof. Stan Sclaroff. He received his Master’s degree in Computer Science from University of Southern California. He had been working on 3D face modeling and recognition with Prof. Gerard Medioni and Dr. Jongmoo Choi in Computer Vision Group. His research interests are in the areas of Computer Vision and Deep Learning.
Publications
1. Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Trevor Darrell, Kate Saenko. Semi-supervised Domain Adaptation via Minimax Entropy. International Conference on Computer Vision (ICCV), 2019. arXiv
2. Sarah Adel Bargal*, Andrea Zunino*, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff. Excitation Backprop for RNNs. Computer Vision and Pattern Recognition (CVPR), 2018. arXiv
3. Donghyun Kim, Matthias Hernandez, Jongmoo Choi, G ́erard Medioni. Deep 3D Face Identification. International Joint Conference on Biometrics (IJCB) 2017 (Oral). arXiv
4. Donghyun Kim, Jongmoo Choi, Jatuporn Toy Leksut, G ́erard Medioni. Expression Invariant 3D Face Modeling from an RGB-D Video. International Conference on Pattern Recognition (ICPR) 2016 (Oral). PDF
5. Donghyun Kim, Jongmoo Choi, Jatuporn Toy Leksut, G ́erard Medioni. Accurate 3D face modeling and recognition from RGB-D stream in the presence of large pose changes. IEEE International Conference on Image Processing (ICIP) 2016. PDF