Ruifei He

Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation

Liang Liu, Jiangning Zhang, Ruifei He et al. · 2020 · 173 citations

Engineering, Machine Learning, Optical Flow +17

Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation

Ruifei He, Jihan Yang, Xiaojuan Qi · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 141 citations

Structured Prediction, Engineering, Machine Learning +19

Is synthetic data from generative models ready for image recognition?

Ruifei He, Shuyang Sun, Xin Yu et al. · arXiv (Cornell University) · 2022 · 56 citations · Full text

Engineering, Machine Learning, Image Analysis +16

Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability

Ruifei He, Shuyang Sun, Jihan Yang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation

Liang Liu, Jiangning Zhang, Ruifei He et al. · arXiv (Cornell University) · 2020 · 11 citations · Full text

Engineering, Machine Learning, Optical Flow +17