22 citations · 33 across the 10 of their papers we have counts for
4 papers · 1 filter
MRI Reconstruction Using Deep Energy-Based Model
Yu Guan, Zongjiang Tu, Shanshan Wang +3
Purpose: Although recent deep energy-based generative models (EBMs) have shown encouraging results in many image generation tasks, how to take advantage of the self-adversarial cog…
Variable Augmented Network for Invertible Modality Synthesis-Fusion
Yuhao Wang, Ruirui Liu, Zihao Li +2
As an effective way to integrate the information contained in multiple medical images under different modalities, medical image synthesis and fusion have emerged in various clinica…
High-dimensional Assisted Generative Model for Color Image Restoration
Kai Hong, Chunhua Wu, Cailian Yang +4
This work presents an unsupervised deep learning scheme that exploiting high-dimensional assisted score-based generative model for color image restoration tasks. Considering that t…
Wavelet Transform-assisted Adaptive Generative Modeling for Colorization
Jin Li, Wanyun Li, Zichen Xu +2
Unsupervised deep learning has recently demonstrated the promise of producing high-quality samples. While it has tremendous potential to promote the image colorization task, the pe…