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Author search results
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- A. Enis Çetin
aka: Ahmet Enis Çetin
University of Illinois at Chicago, IL, USA
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Publication search results
found 296 matches
- 2024
- 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) - 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) - 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) - 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 - 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) - Xin Zhu, Ahmet Enis Çetin:
The Blind Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Massive Random Access. CoRR abs/2403.18846 (2024) - 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) - 2023
- Gorkem Liman, Emre Ergene, Emrecan Yildiz, Kubra Ozkan Hukum, Pinar Yilgor Huri, Arif Enis Çetin, Hakan Usta, Gokhan Demirel:
Dynamic Tuning of Plasmonic Hot-Spot Generation through Cilia-Inspired Magnetic Actuators. Adv. Intell. Syst. 5(6) (2023) - Zeynel Deprem, A. Enis Çetin:
High-resolution time-frequency representation with generative adversarial networks. Signal Image Video Process. 17(3): 849-854 (2023) - 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 - 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 - 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 - 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 - Ahmet Enis Çetin, Hongyi Pan:
Hybrid Binary Neural Networks: A Tutorial Review. VTS 2023: 1-12 - Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin:
Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR abs/2303.06797 (2023) - 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) - 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) - 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) - 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) - 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) - 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) - 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
- Ilknur Kayikcioglu Bozkir, Zübeyir Özcan, Cemal Köse, Temel Kayikçioglu, Ahmet Enis Çetin:
Improving a cortical pyramidal neuron model's classification performance on a real-world ecg dataset by extending inputs. J. Comput. Neurosci. 51(3): 329-341 (2022) - Serdar Çakir, A. Enis Çetin:
Visual object tracking using Fourier domain phase information. Signal Image Video Process. 16(1): 119-126 (2022) - 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) - 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 - Diaa Badawi, Ishaan Bassi, Sule Ozev, Ahmet Enis Çetin:
Detecting Anomaly in Chemical Sensors via Regularized Contrastive Learning. ICASSP 2022: 86-90 - Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin:
Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP 2022: 5608-5612 - Zeynep Ovgu Yayci, Ugur Dura, Zeynep Betul Kaya, Arif Enis Çetin, Mehmet Türkan:
Microscale Image Enhancement Via PCA and Well-Exposedness Maps. ICIP 2022: 2092-2096 - Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin:
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR abs/2201.02711 (2022)
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