108 citations · 143 across the 3 of their papers we have counts for
3 papers
eess.IV2022★ 108 cited
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation
Jiang Liu, Srivathsa Pasumarthi, Ben Duffy +3
Multi-contrast magnetic resonance imaging (MRI) is widely used in clinical practice as each contrast provides complementary information. However, the availability of each imaging c…
cs.CV2021★ 11 cited
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses
Chun Pong Lau, Jiang Liu, Hossein Souri +3
Adversarial training (AT) is considered to be one of the most reliable defenses against adversarial attacks. However, models trained with AT sacrifice standard accuracy and do not…
cs.LG2021★ 24 cited
Mutual Adversarial Training: Learning together is better than going alone
Jiang Liu, Chun Pong Lau, Hossein Souri +2
Recent studies have shown that robustness to adversarial attacks can be transferred across networks. In other words, we can make a weak model more robust with the help of a strong…