37 citations · 151 across the 16 of their papers we have counts for
4 papers · 1 filter
The applicability of transperceptual and deep learning approaches to the study and mimicry of complex cartilaginous tissues
J. Waghorne, C. Howard, H. Hu +4
Complex soft tissues, for example the knee meniscus, play a crucial role in mobility and joint health, but when damaged are incredibly difficult to repair and replace. This is due…
Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
Phung Lai, Han Hu, NhatHai Phan +3
In this paper, we show that the process of continually learning new tasks and memorizing previous tasks introduces unknown privacy risks and challenges to bound the privacy loss. B…
Deeper Insights into the Robustness of ViTs towards Common Corruptions
Rui Tian, Zuxuan Wu, Qi Dai +2
With Vision Transformers (ViTs) making great advances in a variety of computer vision tasks, recent literature have proposed various variants of vanilla ViTs to achieve better effi…
Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling
Han Hu, Xinrong Liang, Yulin Ding +6
Deep learning methods are notoriously data-hungry, which requires a large number of labeled samples. Unfortunately, the large amount of interactive sample labeling efforts has dram…