174 citations · 282 across the 9 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
eess.IV2021★ 2 cited
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation
Heran Yang, Jian Sun, Liwei Yang +1
Cross-contrast image translation is an important task for completing missing contrasts in clinical diagnosis. However, most existing methods learn separate translator for each pair…
eess.IV2021
Learning to Jointly Deblur, Demosaick and Denoise Raw Images
Thomas Eboli, Jian Sun, Jean Ponce
We address the problem of non-blind deblurring and demosaicking of noisy raw images. We adapt an existing learning-based approach to RGB image deblurring to handle raw images by in…
cs.LG2021★ 10 cited
Training Networks in Null Space of Feature Covariance for Continual Learning
Shipeng Wang, Xiaorong Li, Jian Sun +1
In the setting of continual learning, a network is trained on a sequence of tasks, and suffers from catastrophic forgetting. To balance plasticity and stability of network in conti…