Christian Simon
Hi, my name is Christian Simon and I grew up in Indonesia with lovely people and cultures. Currently, I am a machine learning and computer vision researcher, and my research problems focus on meta-learning, life-long learning, continual-learning, and their applications.
Reflection removal under fast forward camera motion
[pdf]
J.Y. Cheong, C. Simon, C. S. Kim, and I. K. Park
IEEE Transaction on Image Processing (TIP), 2018.
Correcting geometric and photometric distortion of document images on a smartphone
[pdf]
C. Simon, Williem, and I. K. Park
Journal of Electronic Imaging (JEI), 2015.
On Manipulating Scene Text in the Wild with Diffusion Models
[pdf]
J. Santoso, C. Simon, and Williem
IEEE Conference on Computer Vision and Pattern Recognition (WACV), 2024.
On Generalizing Beyond Domains in Cross-Domain Continual Learning
[pdf]
C. Simon, M. Faraki, Y.-H. Tsai, X. Yu, S. Schulter, Y. Suh, M. Harandi, and M. Chandraker
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Meta-Learning for Multi-Label Few-Shot Classification
[pdf]
C. Simon, P. Koniusz, and M. Harandi
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022.
Towards a Robust Differentiable Architecture Search under Label Noise
[pdf]
C. Simon, P. Koniusz, and M. Harandi
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022.
On learning the geodesic path for incremental learning (oral)
[pdf]
C. Simon, P. Koniusz, and M. Harandi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Reinforced attention for few-shot learning and beyond
[pdf]
J. Hong, P. Fang, W. Li, T. Zhang, C. Simon, M. Harandi, and L. Petersson
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
On modulating the gradient for meta-learning
[pdf] [Supp. Mat.]
C. Simon, P. Koniusz, R. Nock, and M. Harandi
European Conference on Computer Vision (ECCV), 2020.
Adaptive subspaces for few-shot learning
[pdf] [Supp. Mat.]
C. Simon, P. Koniusz, R. Nock, and M. Harandi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Reflection removal for in-vehicle black box videos
[pdf] [Video]
C. Simon and I. K. Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.