Mingkai Zheng

SimMatch: Semi-supervised Learning with Similarity Matching

Mingkai Zheng, Shan You, Lang Huang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 218 citations

Data Annotation, Multiple Instance Learning, Considers Semantic Similarity +21

Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites

Kaixin Liu, Mingkai Zheng, Yi Liu et al. · IEEE Transactions on Industrial Informatics · 2022 · 110 citations

Engineering, Machine Learning, Mechanical Engineering +17

ReSSL: Relational Self-Supervised Learning with Weak Augmentation

Mingkai Zheng, Shan You, Fei Wang et al. · arXiv (Cornell University) · 2021 · 41 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +17

Learning Where to Learn in Cross-View Self-Supervised Learning

Lang Huang, Shan You, Mingkai Zheng et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Geometric Learning, Engineering, Machine Learning +19

Green Hierarchical Vision Transformer for Masked Image Modeling

Lang Huang, Shan You, Mingkai Zheng et al. · arXiv (Cornell University) · 2022 · 25 citations · Full text

Convolutional Neural Network, Engineering, Color Correction +17