29 citations · 40 across the 6 of their papers we have counts for
6 papers
Dual Clustering Co-teaching with Consistent Sample Mining for Unsupervised Person Re-Identification
Zeqi Chen, Zhichao Cui, Chi Zhang +2
In unsupervised person Re-ID, peer-teaching strategy leveraging two networks to facilitate training has been proven to be an effective method to deal with the pseudo label noise. H…
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…
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…
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…
Bimodal Stereo: Joint Shape and Pose Estimation from Color-Depth Image Pair
Chi Zhang, Yuehu Liu, Ying Wu +2
Mutual calibration between color and depth cameras is a challenging topic in multi-modal data registration. In this paper, we are confronted with a "Bimodal Stereo" problem, which…
Joint haze image synthesis and dehazing with mmd-vae losses
Zongliang Li, Chi Zhang, Gaofeng Meng +1
Fog and haze are weathers with low visibility which are adversarial to the driving safety of intelligent vehicles equipped with optical sensors like cameras and LiDARs. Therefore i…