Byeongsu Sim

According to our database, Byeongsu Sim authored at least 10 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Magnitude and Angle Dynamics in Training Single ReLU Neurons.

Sangmin Lee, Byeongsu Sim, Jong Chul Ye

CoRR, 2022

Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks.

Sangmin Lee, Byeongsu Sim, Jong Chul Ye

CoRR, 2022

Improving Diffusion Models for Inverse Problems using Manifold Constraints.

Hyungjin Chung, Byeongsu Sim, Dohoon Ryu, Jong Chul Ye

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction.

Hyungjin Chung, Byeongsu Sim, Jong Chul Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN.

Gyutaek Oh, Byeongsu Sim, Hyungjin Chung, Leonard Sunwoo, Jong Chul Ye

IEEE Trans. Computational Imaging, 2020

CycleGAN With a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry.

Sungjun Lim, Hyoungjun Park, Sang-Eun Lee, Sunghoe Chang, Byeongsu Sim, Jong Chul Ye

IEEE Trans. Computational Imaging, 2020

Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim, Chanyong Jung, Jong Chul Ye

SIAM J. Imaging Sci., 2020

Unsupervised Learning for Compressed Sensing MRI Using Cyclegan.

Gyutaek Oh, Byeongsu Sim, Jong Chul Ye

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Optimal Transport Structure of CycleGAN for Unsupervised Learning for Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Jong Chul Ye

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Sungjun Lim, Jong Chul Ye

CoRR, 2019