1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CV2021★ 1 cited
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…
cs.CV2020
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…
cs.CV2019
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…