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Journal Articles
- 2024
[j10]Xin Zhu
, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin:
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Eng. Appl. Artif. Intell. 127(Part B): 107322 (2024)- [j9]Hailong Zhang, Lichun Li, Hongyi Pan, Weinian Li, Siyao Tian:
Time-Frequency Aliased Signal Identification Based on Multimodal Feature Fusion. Sensors 24(8): 2558 (2024) - [j8]Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin:
Wildfire detection via transfer learning: a survey. Signal Image Video Process. 18(1): 207-214 (2024) - [j7]Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi:
ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. 32(6): 991-1003 (2024) - 2022
- [j6]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21(6): 69:1-69:25 (2022) - [j5]Xiaochen Li, Maximilian Apodaca, Arunav Gupta, Zihao Kong, Hongyi Pan, Hongyu Zhou, Mary P. Thomas, Martin Kandes, Zhaoyi Li, Mahidhar Tatineni, Lewis Carroll:
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From University of California San Diego. IEEE Trans. Parallel Distributed Syst. 33(9): 2043-2046 (2022) - 2020
- [j4]Pei Huang, Li Peng, Hongyi Pan:
Linking the Random Forests Model and GIS to Assess Geo-Hazards Risk: A Case Study in Shifang County, China. IEEE Access 8: 28033-28042 (2020) - [j3]Diaa Badawi, Hongyi Pan, Sinan Cem Cetin, A. Enis Çetin:
Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants. IEEE J. Sel. Top. Signal Process. 14(4): 676-687 (2020) - [j2]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. Sensors 20(10): 2891 (2020) - [j1]Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Çetin:
Additive neural network for forest fire detection. Signal Image Video Process. 14(4): 675-682 (2020)
Conference and Workshop Papers
- 2024
- [c18]Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci:
Domain Generalization with fourier Transform and soft thresholding. ICASSP 2024: 2106-2110 - [c17]Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin:
Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. ICASSP 2024: 2160-2164 - [c16]Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin:
Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. ICASSP 2024: 9151-9155 - [c15]Xin Zhu, Hongyi Pan, Batuhan Gundogdu, Debesh Jha, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci:
A Probabilistic Hadamard U-Net for MRI Bias Field Correction. MLMI@MICCAI (1) 2024: 208-217 - [c14]Yingyi Luo, Talha M. Khan, Emadeldeen Hamdan, Xin Zhu, Hongyi Pan, Didem Ozevin, A. Enis Çetin:
AlN Sputtering Parameter Estimation Using A Multichannel Parallel DCT Neural Network. VTS 2024: 1-5 - [c13]Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci:
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. WACV 2024: 2183-2192 - 2023
- [c12]Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci:
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. Gaze Meets ML 2023: 254-265 - [c11]Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Çetin:
Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. ICASSP 2023: 1-5 - [c10]Hongyi Pan, Xin Zhu, Zhilu Ye, Pai-Yen Chen, Ahmet Enis Çetin:
Real-Time Wireless ECG-Derived Respiration Rate Estimation using an Autoencoder with a DCT Layer. ICASSP 2023: 1-5 - [c9]Salih Furkan Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Rashid Ansari, Omar Suhaym, Ahmet Enis Çetin:
A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. ICECS 2023: 1-4 - [c8]Hongyi Pan, Xin Zhu, Salih Furkan Atici, Ahmet Enis Çetin:
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. ICML 2023: 26891-26903 - [c7]Ahmet Enis Çetin, Hongyi Pan:
Hybrid Binary Neural Networks: A Tutorial Review. VTS 2023: 1-12 - 2022
- [c6]Hongyi Pan, Diaa Badawi, Chang Chen, Adam C. Watts, Erdem Koyuncu, Ahmet Enis Çetin:
Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops 2022: 256-265 - [c5]Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin:
Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP 2022: 5608-5612 - 2021
- [c4]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CVPR Workshops 2021: 4650-4659 - [c3]Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin:
Robust Principal Component Analysis Using a Novel Kernel Related with the $L_{1}$ -Norm. EUSIPCO 2021: 2189-2193 - 2020
- [c2]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. ICPR 2020: 1015-1022 - 2009
- [c1]Hongyi Pan, Wenfu Peng, Wei He, Guiguo Jiang, Jieming Zhou, Wancun Zhou:
Dynamical Detection on Urban Sprawl Based on EO Data. IFITA (3) 2009: 412-416
Informal and Other Publications
- 2024
- [i22]Xin Zhu, Hongyi Pan, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci:
A Probabilistic Hadamard U-Net for MRI Bias Field Correction. CoRR abs/2403.05024 (2024) - [i21]Abhijit Das, Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang, Daniela P. Ladner, Yury Velichko, Amir Borhani, Ulas Bagci:
PAM-UNet: Shifting Attention on Region of Interest in Medical Images. CoRR abs/2405.01503 (2024) - [i20]Debesh Jha, Nikhil Kumar Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci:
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation. CoRR abs/2405.06166 (2024) - [i19]Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros, Pallavi Tiwari, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas Bagci:
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning. CoRR abs/2405.12367 (2024) - [i18]Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci:
DCT-Based Decorrelated Attention for Vision Transformers. CoRR abs/2405.13901 (2024) - [i17]Debesh Jha, Nikhil Kumar Tomar, Vanshali Sharma, Quoc-Huy Trinh, Koushik Biswas, Hongyi Pan, Ritika Kumari Jha, Gorkem Durak, Alexander Hann, Jonas Varkey, Hang Viet Dao, Long Van Dao, Binh Phuc Nguyen, Khanh Cong Pham, Quang Trung Tran, Nikolaos Papachrysos, Brandon Rieders, Peter Thelin Schmidt, Enrik Geissler, Tyler M. Berzin, Pål Halvorsen, Michael A. Riegler, Thomas de Lange, Ulas Bagci:
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy. CoRR abs/2409.00045 (2024) - [i16]Emadeldeen Hamdan, Hongyi Pan, Ahmet Enis Çetin:
Sparse Mamba: Reinforcing Controllability In Structural State Space Models. CoRR abs/2409.00563 (2024) - 2023
- [i15]Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin:
Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR abs/2303.06797 (2023) - [i14]Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin:
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. CoRR abs/2305.17510 (2023) - [i13]Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Enis Çetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci:
GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR abs/2305.18221 (2023) - [i12]Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin:
Wildfire Detection Via Transfer Learning: A Survey. CoRR abs/2306.12276 (2023) - [i11]Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi:
ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation. CoRR abs/2309.01771 (2023) - [i10]Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci:
Domain Generalization with Fourier Transform and Soft Thresholding. CoRR abs/2309.09866 (2023) - [i9]Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin:
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer. CoRR abs/2309.12201 (2023) - [i8]Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin:
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. CoRR abs/2310.02862 (2023) - 2022
- [i7]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR abs/2201.02711 (2022) - [i6]Hongyi Pan, Salih Atici, Ahmet Enis Çetin:
Multipod Convolutional Network. CoRR abs/2210.00689 (2022) - [i5]Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin:
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. CoRR abs/2211.08577 (2022) - [i4]Salih Atici, Hongyi Pan, Ahmet Enis Çetin:
Normalized Stochastic Gradient Descent Training of Deep Neural Networks. CoRR abs/2212.09921 (2022) - 2021
- [i3]Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CoRR abs/2104.07085 (2021) - [i2]Hongyi Pan, Diaa Badawi, Erdem Koyuncu, A. Enis Çetin:
Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm. CoRR abs/2105.11634 (2021) - [i1]Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin:
Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR abs/2110.12065 (2021)
Coauthor Index
aka: Ahmet Enis Çetin
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