4 citations · 5 across the 4 of their papers we have counts for
4 papers
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation
Xuan Li, Paule-J Toussaint, Alan Evans +1
The lack of a comprehensive high-resolution atlas of the cerebellum has hampered studies of cerebellar involvement in normal brain function and disease. A good representation of th…
CE-Dedup: Cost-Effective Convolutional Neural Nets Training based on Image Deduplication
Xuan Li, Liqiong Chang, Xue Liu
Attributed to the ever-increasing large image datasets, Convolutional Neural Networks (CNNs) have become popular for vision-based tasks. It is generally admirable to have larger-si…
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest
Xuan Li, Yuchen Lu, Christian Desrosiers +1
In this paper, we study the problem of out-of-distribution detection in skin disease images. Publicly available medical datasets normally have a limited number of lesion classes (e…
Boosting Image Recognition with Non-differentiable Constraints
Xuan Li, Yuchen Lu, Peng Xu +3
In this paper, we study the problem of image recognition with non-differentiable constraints. A lot of real-life recognition applications require a rich output structure with deter…