Lei Huang (黄雷)
Lei Huang (黄雷)
Associate Professor, Beihang University
Geverifieerd e-mailadres voor nlsde.buaa.edu.cn - Homepage
Titel
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Orthogonal weight normalization: Solution to optimization over multiple dependent stiefel manifolds in deep neural networks
L Huang, X Liu, B Lang, AW Yu, Y Wang, B Li
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018, 2018
1212018
Decorrelated Batch Normalization
L Huang, D Yang, B Lang, J Deng
Computer Vision and Pattern Recognition (CVPR), 2018, 2018
1002018
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images
Y Zhou, X He, L Huang, L Liu, F Zhu, S Cui, L Shao
Computer Vision and Pattern Recognition (CVPR), 2019, 2019
742019
Query-adaptive hash code ranking for large-scale multi-view visual search
X Liu, L Huang, C Deng, B Lang, D Tao
IEEE Transactions on Image Processing 25 (10), 4514-4524, 2016
622016
Multi-view complementary hash tables for nearest neighbor search
X Liu, L Huang, C Deng, J Lu, B Lang
International Conference on Computer Vision (ICCV), 2015, 2015
522015
Centered weight normalization in accelerating training of deep neural networks
L Huang, X Liu, Y Liu, B Lang, D Tao
International Conference on Computer Vision (ICCV), 2017, 2017
452017
MIAPS: A web-based system for remotely accessing and presenting medical images
H Shen, D Ma, Y Zhao, H Sun, S Sun, R Ye, L Huang, B Lang, Y Sun
computer methods and programs in biomedicine 113 (1), 266-283, 2014
422014
Iterative normalization: Beyond standardization towards efficient whitening
L Huang, Y Zhou, F Zhu, L Liu, L Shao
Computer Vision and Pattern Recognition (CVPR), 2019, 2019
382019
DGCNN: Disordered graph convolutional neural network based on the Gaussian mixture model
B Wu, Y Liu, B Lang, L Huang
Neurocomputing 321, 346-356, 2018
312018
Query-adaptive hash code ranking for fast nearest neighbor search
T Ji, X Liu, C Deng, L Huang, B Lang
Proceedings of the 22nd ACM international conference on Multimedia, 1005-1008, 2014
282014
AUDR: an advanced unstructured data repository
X Liu, B Lang, W Yu, J Luo, L Huang
2011 6th International Conference on Pervasive Computing and Applications …, 2011
232011
Invertible zero-shot recognition flows
Y Shen, J Qin, L Huang, L Liu, F Zhu, L Shao
European Conference on Computer Vision (ECCV), 614-631, 2020
212020
Projection Based Weight Normalization for Deep Neural Networks
L Huang, X Liu, B Lang, B Li
arXiv preprint arXiv:1710.02338, 2017
21*2017
Online semi-supervised annotation via proxy-based local consistency propagation
L Huang, X Liu, B Ma, B Lang
Neurocomputing 149, 1573-1586, 2015
182015
On the Number of Linear Regions of Convolutional Neural Networks
H Xiong, L Huang, M Yu, L Liu, F Zhu, L Shao
International Conference on Machine Learning (ICML), 2020, 2020
162020
Controllable Orthogonalization in Training DNNs
L Huang, L Liu, F Zhu, D Wan, Z Yuan, B Li, L Shao
Computer Vision and Pattern Recognition (CVPR), 2020, 2020
152020
Block-normalized gradient method: An empirical study for training deep neural network
AW Yu, L Huang, Q Lin, R Salakhutdinov, J Carbonell
arXiv preprint arXiv:1707.04822, 2017
152017
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability
Y Zhou, B Wang, L Huang, S Cui, L Shao
IEEE Transactions on Medical Imaging, 2020, 2020
122020
Medical image segmentation and severity grading using neural network architectures with semi-supervised learning techniques
Y Zhou, X He, L Huang, L Liu, F Zhu, S Cui, L Shao
US Patent 10,430,946, 2019
102019
Normalization Techniques in Training DNNs: Methodology, Analysis and Application
L Huang, J Qin, Y Zhou, F Zhu, L Liu, L Shao
arXiv preprint arXiv:2009.12836, 2020
92020
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Artikelen 1–20