Alert button
Picture for Byung-Woo Hong

Byung-Woo Hong

Alert button

Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels

Jan 15, 2023
Sihan Wang, Fuping Wu, Lei Li, Zheyao Gao, Byung-Woo Hong, Xiahai Zhuang

Figure 1 for Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
Figure 2 for Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
Figure 3 for Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
Figure 4 for Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels
Viaarxiv icon

Monitored Distillation for Positive Congruent Depth Completion

Mar 30, 2022
Tian Yu Liu, Parth Agrawal, Allison Chen, Byung-Woo Hong, Alex Wong

Figure 1 for Monitored Distillation for Positive Congruent Depth Completion
Figure 2 for Monitored Distillation for Positive Congruent Depth Completion
Figure 3 for Monitored Distillation for Positive Congruent Depth Completion
Figure 4 for Monitored Distillation for Positive Congruent Depth Completion
Viaarxiv icon

Small Lesion Segmentation in Brain MRIs with Subpixel Embedding

Sep 18, 2021
Alex Wong, Allison Chen, Yangchao Wu, Safa Cicek, Alexandre Tiard, Byung-Woo Hong, Stefano Soatto

Figure 1 for Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
Figure 2 for Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
Figure 3 for Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
Figure 4 for Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
Viaarxiv icon

An Adaptive Framework for Learning Unsupervised Depth Completion

Jun 06, 2021
Alex Wong, Xiaohan Fei, Byung-Woo Hong, Stefano Soatto

Figure 1 for An Adaptive Framework for Learning Unsupervised Depth Completion
Figure 2 for An Adaptive Framework for Learning Unsupervised Depth Completion
Figure 3 for An Adaptive Framework for Learning Unsupervised Depth Completion
Figure 4 for An Adaptive Framework for Learning Unsupervised Depth Completion
Viaarxiv icon

Stabilization of generative adversarial networks via noisy scale-space

May 04, 2021
Kensuke Nakamura, Simon Korman, Byung-Woo Hong

Figure 1 for Stabilization of generative adversarial networks via noisy scale-space
Figure 2 for Stabilization of generative adversarial networks via noisy scale-space
Figure 3 for Stabilization of generative adversarial networks via noisy scale-space
Figure 4 for Stabilization of generative adversarial networks via noisy scale-space
Viaarxiv icon

Regularization in neural network optimization via trimmed stochastic gradient descent with noisy label

Dec 21, 2020
Kensuke Nakamura, Byung-Woo Hong

Figure 1 for Regularization in neural network optimization via trimmed stochastic gradient descent with noisy label
Figure 2 for Regularization in neural network optimization via trimmed stochastic gradient descent with noisy label
Figure 3 for Regularization in neural network optimization via trimmed stochastic gradient descent with noisy label
Figure 4 for Regularization in neural network optimization via trimmed stochastic gradient descent with noisy label
Viaarxiv icon

Stochastic batch size for adaptive regularization in deep network optimization

Apr 14, 2020
Kensuke Nakamura, Stefano Soatto, Byung-Woo Hong

Figure 1 for Stochastic batch size for adaptive regularization in deep network optimization
Figure 2 for Stochastic batch size for adaptive regularization in deep network optimization
Figure 3 for Stochastic batch size for adaptive regularization in deep network optimization
Figure 4 for Stochastic batch size for adaptive regularization in deep network optimization
Viaarxiv icon

Adaptive Regularization via Residual Smoothing in Deep Learning Optimization

Aug 30, 2019
Junghee Cho, Junseok Kwon, Byung-Woo Hong

Figure 1 for Adaptive Regularization via Residual Smoothing in Deep Learning Optimization
Figure 2 for Adaptive Regularization via Residual Smoothing in Deep Learning Optimization
Figure 3 for Adaptive Regularization via Residual Smoothing in Deep Learning Optimization
Figure 4 for Adaptive Regularization via Residual Smoothing in Deep Learning Optimization
Viaarxiv icon

Adaptive Weight Decay for Deep Neural Networks

Aug 07, 2019
Kensuke Nakamura, Byung-Woo Hong

Figure 1 for Adaptive Weight Decay for Deep Neural Networks
Figure 2 for Adaptive Weight Decay for Deep Neural Networks
Figure 3 for Adaptive Weight Decay for Deep Neural Networks
Figure 4 for Adaptive Weight Decay for Deep Neural Networks
Viaarxiv icon