Fenglei Fan

Orcid: 0000-0001-6190-9072

According to our database1, Fenglei Fan authored at least 59 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Neural Network Gaussian Processes by Increasing Depth.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
IEEE Trans. Instrum. Meas., 2024

Grounding and Enhancing Grid-based Models for Neural Fields.
CoRR, 2024

2023
Thangka Hyperspectral Image Super-Resolution Based on a Spatial-Spectral Integration Network.
Remote. Sens., July, 2023

Noise Suppression With Similarity-Based Self-Supervised Deep Learning.
IEEE Trans. Medical Imaging, June, 2023

Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2023

Quasi-Equivalence between Width and Depth of Neural Networks.
J. Mach. Learn. Res., 2023

Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge.
CoRR, 2023

VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation.
CoRR, 2023

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
CoRR, 2023

Deep ReLU Networks Have Surprisingly Simple Polytopes.
CoRR, 2023

Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance.
CoRR, 2023

Rethink Depth Separation with Intra-layer Links.
CoRR, 2023

Quadratic Graph Attention Network (Q-GAT) for Robust Construction of Gene Regulatory Networks.
CoRR, 2023

One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks.
CoRR, 2023

Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks.
CoRR, 2023

ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos.
CoRR, 2023

2022
On a Sparse Shortcut Topology of Artificial Neural Networks.
IEEE Trans. Artif. Intell., 2022

Landscape Ecological Risk Assessment and Impact Factor Analysis of the Qinghai-Tibetan Plateau.
Remote. Sens., 2022

Developing an Enhanced Ecological Evaluation Index (EEEI) Based on Remotely Sensed Data and Assessing Spatiotemporal Ecological Quality in Guangdong-Hong Kong-Macau Greater Bay Area, China.
Remote. Sens., 2022

Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework.
CoRR, 2022

Heterogeneous Autoencoder Empowered by Quadratic Neurons.
CoRR, 2022

CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising.
CoRR, 2022

Manifoldron: Direct Space Partition via Manifold Discovery.
CoRR, 2022

2021
Analyzing the Effect of the Spectral Interference of Mixed Pixels Using Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Estimating the Characteristic Spatiotemporal Variation in Habitat Quality Using the InVEST Model - A Case Study from Guangdong-Hong Kong-Macao Greater Bay Area.
Remote. Sens., 2021

Analysis of the Response of Long-Term Vegetation Dynamics to Climate Variability Using the Pruned Exact Linear Time (PELT) Method and Disturbance Lag Model (DLM) Based on Remote Sensing Data: A Case Study in Guangdong Province (China).
Remote. Sens., 2021

Temporal and Spatial Variation of Anthropogenic Heat in the Central Urban Area: A Case Study of Guangzhou, China.
ISPRS Int. J. Geo Inf., 2021

Impervious surface extraction based on different methods from multiple spatial resolution images: a comprehensive comparison.
Int. J. Digit. Earth, 2021

Expressivity and Trainability of Quadratic Networks.
CoRR, 2021

Neural Network Gaussian Processes by Increasing Depth.
CoRR, 2021

2020
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising.
IEEE Trans. Medical Imaging, 2020

Soft Autoencoder and Its Wavelet Adaptation Interpretation.
IEEE Trans. Computational Imaging, 2020

Universal approximation with quadratic deep networks.
Neural Networks, 2020

A framework for least squares nonnegative matrix factorizations with Tikhonov regularization.
Neurocomputing, 2020

Fuzzy logic interpretation of quadratic networks.
Neurocomputing, 2020

Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction.
CoRR, 2020

Duality of Width and Depth of Neural Networks.
CoRR, 2020

On Interpretability of Artificial Neural Networks.
CoRR, 2020

Deep learning-based model observers that replicate human observers for PET imaging.
Proceedings of the Medical Imaging 2020: Image Perception, 2020

2019
A Hierarchical Extraction Method of Impervious Surface Based on NDVI Thresholding Integrated With Multispectral and High-Resolution Remote Sensing Imageries.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Graph Regularized Sparse Autoencoders with Nonnegativity Constraints.
Neural Process. Lett., 2019

A novel framework for the NMF methods with experiments to unmixing signals and feature representation.
J. Comput. Appl. Math., 2019

Quadratic Autoencoder for Low-Dose CT Denoising.
CoRR, 2019

2018
Exploration of spatial and temporal characteristics of PM2.5 concentration in Guangzhou, China using wavelet analysis and modified land use regression model.
Geo spatial Inf. Sci., 2018

Universal Approximation by a Slim Network with Sparse Shortcut Connections.
CoRR, 2018

Universal Approximation with Quadratic Deep Networks.
CoRR, 2018

Fuzzy Logic Interpretation of Artificial Neural Networks.
CoRR, 2018

Shamap: Shape-based Manifold Learning.
CoRR, 2018

Learning From Pseudo-Randomness With an Artificial Neural Network-Does God Play Pseudo-Dice?
IEEE Access, 2018

2017
General Backpropagation Algorithm for Training Second-order Neural Networks.
CoRR, 2017

A New Type of Neurons for Machine Learning.
CoRR, 2017

2015
Corrigendum to "Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters" [Int. J. Appl. Earth Observ. Geoinf. 33(2014) 290-301].
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters.
Int. J. Appl. Earth Obs. Geoinformation, 2014

2013
Estimating Composite Curve Number Using an Improved SCS-CN Method with Remotely Sensed Variables in Guangzhou, China.
Remote. Sens., 2013

2012
Extraction and Analysis of Impervious Surfaces Based on a Spectral Un-Mixing Method Using Pearl River Delta of China Landsat TM/ETM+ Imagery from 1998 to 2008.
Sensors, 2012

2009
Evaluating the Temporal and Spatial Urban Expansion Patterns of Guangzhou from 1979 to 2003 by Remote Sensing and GIS Methods.
Int. J. Geogr. Inf. Sci., 2009

2005
Urban-used land change (1998-2003) and its spatial distribution of Shenzhen, China: detected by landsat TM/EMT data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Farmland loss of guangzhou form 1998 to 2003 using landsat TM/ETM data and its economic implications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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