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Feng-Lei Fan
Feng-Lei Fan
Other namesFenglei Fan
Research Assistant Professor, The Chinese University of Hong Kong
Verified email at math.cuhk.edu.hk - Homepage
Title
Cited by
Cited by
Year
On interpretability of artificial neural networks: A survey
FL Fan, J Xiong, M Li, G Wang
IEEE Transactions on Radiation and Plasma Medical Sciences 5 (6), 741-760, 2021
499*2021
CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising
D Wang, F Fan, Z Wu, R Liu, F Wang, H Yu
Physics in Medicine & Biology 68 (6), 065012, 2023
184*2023
Quadratic autoencoder (Q-AE) for low-dose CT denoising
F Fan, H Shan, MK Kalra, R Singh, G Qian, M Getzin, Y Teng, J Hahn, ...
IEEE transactions on medical imaging 39 (6), 2035-2050, 2019
1382019
Noise suppression with similarity-based self-supervised deep learning
C Niu, M Li, F Fan, W Wu, X Guo, Q Lyu, G Wang
IEEE transactions on medical imaging 42 (6), 1590-1602, 2022
96*2022
Universal approximation with quadratic deep networks
F Fan, J Xiong, G Wang
Neural Networks 124, 383-392, 2020
802020
A new type of neurons for machine learning
F Fan, W Cong, G Wang
International journal for numerical methods in biomedical engineering 34 (2 …, 2018
712018
Attention-embedded quadratic network (qttention) for effective and interpretable bearing fault diagnosis
JX Liao, HC Dong, ZQ Sun, J Sun, S Zhang, FL Fan
IEEE Transactions on Instrumentation and Measurement 72, 1-13, 2023
542023
Learning from pseudo-randomness with an artificial neural network–does god play pseudo-dice?
F Fan, G Wang
IEEE Access 6, 22987-22992, 2018
392018
Fuzzy logic interpretation of quadratic networks
F Fan, G Wang
Neurocomputing 374, 10-21, 2020
35*2020
Generalized backpropagation algorithm for training second‐order neural networks
F Fan, W Cong, G Wang
International journal for numerical methods in biomedical engineering 34 (5 …, 2018
352018
On Expressivity and Trainability of Quadratic Networks
F Fan, M Li, F Wang, R Lai, G Wang
IEEE Transactions on Neural Networks and Learning Systems, 2023
312023
On a sparse shortcut topology of artificial neural networks
FL Fan, D Wang, H Guo, Q Zhu, P Yan, G Wang, H Yu
IEEE Transactions on Artificial Intelligence 3 (4), 595-608, 2021
30*2021
Soft autoencoder and its wavelet adaptation interpretation
F Fan, M Li, Y Teng, G Wang
IEEE Transactions on Computational Imaging 6, 1245-1257, 2020
252020
Low-dimensional manifold-constrained disentanglement network for metal artifact reduction
C Niu, W Cong, FL Fan, H Shan, M Li, J Liang, G Wang
IEEE transactions on radiation and plasma medical sciences 6 (6), 656-666, 2021
212021
Quasi-equivalence between width and depth of neural networks
F Fan, R Lai, G Wang
Journal of Machine Learning Research 24 (183), 1-22, 2023
18*2023
Neural network gaussian processes by increasing depth
S Zhang, F Wang, F Fan
IEEE Transactions on Neural Networks and Learning Systems, 2022
112022
Retinex Image Enhancement Based on Sequential Decomposition with a Plug-and-Play Framework
T Wu, W Wu, Y Yang, FL Fan*, T Zeng*
IEEE Transactions on Neural Networks and Learning Systems, 2023
102023
One neuron saved is one neuron earned: On parametric efficiency of quadratic networks
FL Fan, HC Dong, Z Wu, L Ruan, T Zeng, Y Cui, JX Liao
arXiv preprint arXiv:2303.06316, 2023
82023
Quadratic neural networks for CT metal artifact reduction
F Fan, H Shan, L Gjesteby, G Wang
Developments in X-Ray Tomography XII 11113, 195-201, 2019
72019
Quadratic Neuron-empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection
JX Liao, BJ Hou, HC Dong, H Zhang, X Zhang, J Sun, S Zhang, FL Fan
IEEE Transactions on Artificial Intelligence, 2024
6*2024
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