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Hongyi Pan
Hongyi Pan
Northwestern University
Подтвержден адрес электронной почты в домене northwestern.edu - Главная страница
Название
Процитировано
Процитировано
Год
Computationally efficient wildfire detection method using a deep convolutional network pruned via fourier analysis
H Pan, D Badawi, AE Cetin
Sensors 20 (10), 2891, 2020
622020
Additive neural network for forest fire detection
H Pan, D Badawi, X Zhang, AE Cetin
Signal, Image and Video Processing 14 (4), 675-682, 2020
542020
Fast walsh-hadamard transform and smooth-thresholding based binary layers in deep neural networks
H Pan, D Badawi, AE Cetin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
222021
Block Walsh–Hadamard transform-based binary layers in deep neural networks
H Pan, D Badawi, AE Cetin
ACM Transactions on Embedded Computing Systems 21 (6), 1-25, 2022
182022
Deep neural network with walsh-hadamard transform layer for ember detection during a wildfire
H Pan, D Badawi, C Chen, A Watts, E Koyuncu, AE Cetin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
182022
Computationally efficient spatio-temporal dynamic texture recognition for volatile organic compound (voc) leakage detection in industrial plants
D Badawi, H Pan, SC Cetin, AE Cetin
IEEE Journal of Selected Topics in Signal Processing 14 (4), 676-687, 2020
152020
Real-time wireless ecg-derived respiration rate estimation using an autoencoder with a dct layer
H Pan, X Zhu, Z Ye, PY Chen, AE Cetin
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
102023
Robust Principal Component Analysis Using a Novel Kernel Related with the -Norm
H Pan, D Badawi, E Koyuncu, AE Cetin
2021 29th European Signal Processing Conference (EUSIPCO), 2189-2193, 2021
102021
A hybrid quantum-classical approach based on the hadamard transform for the convolutional layer
H Pan, X Zhu, SF Atici, A Cetin
International Conference on Machine Learning, 26891-26903, 2023
92023
Detecting anomaly in chemical sensors via L1-kernel-based principal component analysis
H Pan, D Badawi, I Bassi, S Ozev, AE Cetin
IEEE Sensors Letters 6 (10), 1-4, 2022
92022
Multiplication-avoiding variant of power iteration with applications
H Pan, D Badawi, R Miao, E Koyuncu, AE Cetin
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
62022
Fourier domain pruning of mobilenet-v2 with application to video based wildfire detection
H Pan, D Badawi, AE Cetin
2020 25th International Conference on Pattern Recognition (ICPR), 1015-1022, 2021
62021
Dct perceptron layer: A transform domain approach for convolution layer
H Pan, X Zhu, S Atici, AE Cetin
arXiv preprint arXiv:2211.08577, 2022
52022
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification
B Wang, H Pan, A Aboah, Z Zhang, E Keles, D Torigian, B Turkbey, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
42024
Wildfire detection via transfer learning: a survey
Z Hong, E Hamdan, Y Zhao, T Ye, H Pan, AE Cetin
Signal, Image and Video Processing 18 (1), 207-214, 2024
32024
Electromagnetically unclonable functions generated by non-Hermitian absorber-emitter
M Yang, Z Ye, H Pan, M Farhat, AE Cetin, PY Chen
Science Advances 9 (36), eadg7481, 2023
32023
GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification
B Wang, H Pan, A Aboah, Z Zhang, A Cetin, D Torigian, B Turkbey, ...
arXiv preprint arXiv:2305.18221, 2023
32023
Normalized Stochastic Gradient Descent Training of Deep Neural Networks
S Atici, H Pan, AE Cetin
arXiv preprint arXiv:2212.09921, 2022
32022
Stein variational gradient descent-based detection for random access with preambles in mtc
X Zhu, H Pan, S Atici, AE Cetin
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
22024
Adc/dac-free analog acceleration of deep neural networks with frequency transformation
N Darabi, MB Hashem, H Pan, A Cetin, W Gomes, AR Trivedi
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024
22024
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