Haar Wavelet-Based Representation Learning for Unpaired Image-to-Image Translation.
IEEE Access, 2025
Identity-preserving Distillation Sampling by Fixed-Point Iterator.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Regularization by denoising diffusion process meets deep relaxation in phase.
Image Vis. Comput., 2024
A Noise is Worth Diffusion Guidance.
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CoRR, 2024
Unpaired Training for AFM Image Processing of R2R-Printed CNTs.
Proceedings of the 32nd European Signal Processing Conference, 2024
RED-PhaseCut: A Variational Sampler Using Diffusion Model for Fourier Phase Retrieval.
Proceedings of the 32nd European Signal Processing Conference, 2024
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Self-Supervised Dense Consistency Regularization for Image-to-Image Translation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution.
IEEE Trans. Medical Imaging, 2021
Deep learning STEM-EDX tomography of nanocrystals.
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Nat. Mach. Intell., 2021
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data.
Medical Image Anal., 2021
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction.
IEEE J. Sel. Top. Signal Process., 2020
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution.
CoRR, 2020
Accuracy improvement of quantification information using super-resolution with convolutional neural network for microscopy images.
Biomed. Signal Process. Control., 2020
Boosting CNN beyond Label in Inverse Problems.
CoRR, 2019
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems.
SIAM J. Imaging Sci., 2018
k-Space Deep Learning for Parallel MRI: Application to Time-Resolved MR Angiography.
CoRR, 2018
Improved Time-Resolved MRA Using k-Space Deep Learning.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Improved temporal resolution of twist imaging using annihilating filter-based low rank Hankel matrix approach.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016