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Zhuo Su
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Searching central difference convolutional networks for face anti-spoofing
Z Yu, C Zhao, Z Wang, Y Qin, Z Su, X Li, F Zhou, G Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 5295-5305, 2020
4622020
Pixel Difference Networks for Efficient Edge Detection
Z Su, W Liu, Z Yu, D Hu, Q Liao, Q Tian, M Pietikäinen, L Liu
International Conference on Computer Vision (ICCV) (oral), 2021
2662021
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
Z Su, L Fang, W Kang, D Hu, M Pietikäinen, L Liu
European Conference on Computer Vision (ECCV), 138-155, 2020
522020
Dynamic binary neural network by learning channel-wise thresholds
J Zhang, Z Su, Y Feng, X Lu, M Pietikäinen, L Liu
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2022
192022
Deep ladder reconstruction-classification network for unsupervised domain adaptation
W Deng, Z Su, Q Qiu, L Zhao, G Kuang, M Pietikäinen, H Xiao, L Liu
Pattern Recognition Letters 152, 398-405, 2021
122021
BIRD: Learning Binary and Illumination Robust Descriptor for Face Recognition.
Z Su, M Pietikäinen, L Liu
British Machine Vision Conference (BMVC), 102, 2019
122019
Lightweight Pixel Difference Networks for Efficient Visual Representation Learning
Z Su, J Zhang, L Wang, H Zhang, Z Liu, M Pietikainen, L Liu*
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 1-18, 2023
82023
SVNet: Where SO (3) Equivariance Meets Binarization on Point Cloud Representation
Z Su, M Welling, M Pietikäinen, L Liu
International Conference on 3D Vision (3DV), 2022
72022
Median Pixel Difference Convolutional Network for Robust Face Recognition
J Zhang, Z Su, L Liu
British Conference on Machine Vision (BMVC), 2021
72021
Binary neural network for automated visual surface defect detection
W Liu, J Zhang, Z Su, Z Zhou, L Liu
Sensors 21 (20), 6868, 2021
62021
Beyond vanilla convolution: Random pixel difference convolution for face perception
W Liu, Z Su, L Liu
IEEE Access 9, 139248-139259, 2021
42021
FTBNN: Rethinking Non-linearity for 1-bit CNNs and Going Beyond
Z Su, L Fang, D Guo, D Hu, M Pietikäinen, L Liu
arXiv preprint arXiv:2010.09294, 2020
32020
From Local Binary Patterns to Pixel Difference Networks for Efficient Visual Representation Learning
Z Su, M Pietikäinen, L Liu
Scandinavian Conference on Image Analysis (SCIA), 2023
12023
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos
C Xiao, W An, Y Zhang, Z Su, M Li, W Sheng, M Pietikäinen, L Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
2024
Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning
H Xu, L Liu, S Zhi, S Fu, Z Su, MM Cheng, Y Liu
IEEE Transactions on Image Processing, 2024
2024
LBP inspired efficient deep convolutional neural networks for visual representation learning
Z Su
Doctoral thesis, 2023
2023
Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution
Z Su, J Zhang, T Liu, Z Liu, S Zhang, M Pietikäinen, L Liu
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
2023
Boosting Binary Neural Networks via Dynamic Thresholds Learning
J Zhang, X Zhang, Z Su, Z Yu, Y Feng, X Lu, M Pietikäinen, L Liu
arXiv preprint arXiv:2211.02292, 2022
2022
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