29 citations · 40 across the 6 of their papers we have counts for
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cs.CV2021★ 6 cited
GeneAnnotator: A Semi-automatic Annotation Tool for Visual Scene Graph
Zhixuan Zhang, Chi Zhang, Zhenning Niu +2
In this manuscript, we introduce a semi-automatic scene graph annotation tool for images, the GeneAnnotator. This software allows human annotators to describe the existing relation…
cs.LG2021★ 1 cited
Unified Regularity Measures for Sample-wise Learning and Generalization
Chi Zhang, Xiaoning Ma, Yu Liu +3
Fundamental machine learning theory shows that different samples contribute unequally both in learning and testing processes. Contemporary studies on DNN imply that such sample dif…
cs.CV2021★ 29 cited
Density-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement
Chi Zhang, Zihang Lin, Liheng Xu +6
The key procedure of haze image translation through adversarial training lies in the disentanglement between the feature only involved in haze synthesis, i.e.style feature, and the…