50 citations · 201 across the 20 of their papers we have counts for
5 papers · 1 filter
Towards Corruption-Agnostic Robust Domain Adaptation
Yifan Xu, Kekai Sheng, Weiming Dong +3
Big progress has been achieved in domain adaptation in decades. Existing works are always based on an ideal assumption that testing target domain are i.i.d. with training target do…
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning
Kekai Sheng, Weiming Dong, Menglei Chai +6
Visual aesthetic assessment has been an active research field for decades. Although latest methods have achieved promising performance on benchmark datasets, they typically rely on…
Robust Localized Multi-view Subspace Clustering
Yanbo Fan, Jian Liang, Ran He +2
In multi-view clustering, different views may have different confidence levels when learning a consensus representation. Existing methods usually address this by assigning distinct…
Improving Image Restoration with Soft-Rounding
Xing Mei, Honggang Qi, Bao-Gang Hu +1
Several important classes of images such as text, barcode and pattern images have the property that pixels can only take a distinct subset of values. This knowledge can benefit the…
Information-Theoretic Measures for Objective Evaluation of Classifications
Bao-Gang Hu, Ran He, XiaoTong Yuan
This work presents a systematic study of objective evaluations of abstaining classifications using Information-Theoretic Measures (ITMs). First, we define objective measures for wh…