Ahmet Enis Çetin

89 papers A* 1B 2C 2Misc 10Journal 60Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning Based Wildfire Detection for Peatland Fires Using Transfer Learning. CoRR Emadeldeen Hamdan, Ahmad Faiz Tharima, Mohd Zahirasri Mohd Tohir, Dayang Nur Sakinah Musa, Erdem Koyuncu, Adam J. Watts, Ahmet Enis Çetin
2026	J	`jnl`	U-Net with Hadamard Transform and DCT Latent Spaces for Next-day Wildfire Spread Prediction. CoRR Yingyi Luo, Shuaiang Rong, Adam C. Watts, Ahmet Enis Çetin
2026	J	`jnl`	VHU-Net: Variational hadamard U-Net for body MRI bias field correction. Medical Image Anal. Xin Zhu, Ahmet Enis Çetin, Gorkem Durak, Batuhan Gündogdu, Ziliang Hong, Hongyi Pan, Ertugrul Aktas, Elif Keles, Hatice Savas, Aytekin Oto, Hiten D. Patel, Adam B. Murphy, Ashley Ross, Frank H. Miller, Baris Turkbey, Ulas Bagci
2026	J	`jnl`	WTHaar-Net: a Hybrid Quantum-Classical Approach. CoRR Vittorio Palladino, Tsai Idden, Ahmet Enis Çetin
2025	J	`jnl`	Advanced YOLO-based Real-time Power Line Detection for Vegetation Management. CoRR Shuaiang Rong, Lina He, Salih Furkan Atici, Ahmet Enis Çetin
2025	C	`conf`	Air Leak Detection Using Sobel-Enhanced YOLO Algorithm from Infrared Images. ISCAS Shuaiang Rong, Emadeldeen Hamdan, Hamed Khaleghi, Aslihan Karatas, Ahmet Enis Çetin
2025	—	`conf`	Automated Staging of Spheno-Occipital Synchondrosis Fusion via Landmark-Guided Knowledge Distillation. EUSIPCO Omid Halimi Milani, Amanda Nikho, Lauren Mills, Marouane Tliba, Rashid Ansari, Ahmet Enis Çetin, Mohammed H. Elnagar
2025	J	`jnl`	Edge-Fog Computing-Enabled EEG Data Compression via Asymmetrical Variational Discrete Cosine Transform Network. IEEE Internet Things J. Xin Zhu, Hongyi Pan, Ahmet Enis Çetin
2025	C	`conf`	Efficient Bearing Sensor Data Compression via an Asymmetrical Autoencoder with a Lifting Wavelet Transform Layer. ISCAS Xin Zhu, Ahmet Enis Çetin
2025	—	`conf`	Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging. CVPR Workshops David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Akshay Chaudhari, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Drew A. Torigian, Jayaram K. Udupa, Elizabeth A. Krupinski, Ulas Bagci
2025	J	`jnl`	Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging. CoRR David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Akshay Chaudhari, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Drew A. Torigian, Jayaram K. Udupa, Elizabeth A. Krupinski, Ulas Bagci
2025	Misc	`conf`	Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets. VTS Omid Halimi Milani, Amanda Nikho, Lauren Mills, Marouane Tliba, Ahmet Enis Çetin, Mohammed H. Elnagar
2025	J	`jnl`	Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets. CoRR Omid Halimi Milani, Amanda Nikho, Lauren Mills, Marouane Tliba, Ahmet Enis Çetin, Mohammed H. Elnagar
2025	J	`jnl`	HTMA-Net: Towards Multiplication-Avoiding Neural Networks via Hadamard Transform and In-Memory Computing. CoRR Emadeldeen Hamdan, Ahmet Enis Çetin
2025	J	`jnl`	Input normalized stochastic gradient descent for language tasks. Signal Image Video Process. Esra Türeyen, Salih Furkan Atici, Ahmet Enis Çetin, Ömer Morgül
2025	—	`conf`	Intelligent Incident Hypertension Prediction in Obstructive Sleep Apnea. EUSIPCO Omid Halimi Milani, Ahmet Enis Çetin, Bharati Prasad
2025	J	`jnl`	Intelligent Incident Hypertension Prediction in Obstructive Sleep Apnea. CoRR Omid Halimi Milani, Ahmet Enis Çetin, Bharati Prasad
2025	—	`conf`	Knowledge Distillation Approach for SOS Fusion Staging: Towards Fully Automated Skeletal Maturity Assessment. CVPR Workshops Omid Halimi Milani, Amanda Nikho, Marouane Tliba, Lauren Mills, Ahmet Enis Çetin, Mohammed H. Elnagar
2025	J	`jnl`	Knowledge Distillation Approach for SOS Fusion Staging: Towards Fully Automated Skeletal Maturity Assessment. CoRR Omid Halimi Milani, Amanda Nikho, Marouane Tliba, Lauren Mills, Ahmet Enis Çetin, Mohammed H. Elnagar
2025	J	`jnl`	MSIFT: A novel end-to-end mechanical fault diagnosis framework under limited & imbalanced data using multi-source information fusion. Expert Syst. Appl. Yue Yu, Hamid Reza Karimi, Len Gelman, Ahmet Enis Çetin
2025	J	`jnl`	Multi-resolution training improves robustness against adversarial attacks. Signal Image Video Process. Shuaiang Rong, Emadeldeen Hamdan, Ahmet Enis Çetin
2025	J	`jnl`	Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets. IEEE Trans. Neural Networks Learn. Syst. Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2025	—	`conf`	Realistic Aircraft Crash Survivor Path Estimation Via a-Star Search Algorithm and Gradient Descent. EUSIPCO Emadeldeen Hamdan, David Reid, Aldo W. Foe, Jessica Bishop, Caleb Kestle, Elizabeth Goodman, John Monaghan, Ahmet Enis Çetin
2025	B	`conf`	Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images. ETRA David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Elizabeth A. Krupinski, Ulas Bagci
2025	J	`jnl`	Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images. CoRR David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Elizabeth A. Krupinski, Ulas Bagci
2025	J	`jnl`	The Unsupervised Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Random Access in Cellular IoT. IEEE Internet Things J. Xin Zhu, Ahmet Enis Çetin
2024	—	`conf`	A Probabilistic Hadamard U-Net for MRI Bias Field Correction. MLMI@MICCAI (1) Xin Zhu, Hongyi Pan, Batuhan Gundogdu, Debesh Jha, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
2024	J	`jnl`	A Probabilistic Hadamard U-Net for MRI Bias Field Correction. CoRR Xin Zhu, Hongyi Pan, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
2024	J	`jnl`	A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Eng. Appl. Artif. Intell. Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
2024	J	`jnl`	A two-stage importance-aware subgraph convolutional network based on multi-source sensors for cross-domain fault diagnosis. Neural Networks Yue Yu, Youqian He, Hamid Reza Karimi, Len Gelman, Ahmet Enis Çetin
2024	J	`jnl`	ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2024	J	`jnl`	DCT-Based Decorrelated Attention for Vision Transformers. CoRR Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
2024	Misc	`conf`	Domain Generalization with fourier Transform and soft thresholding. ICASSP Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
2024	Misc	`conf`	Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. ICASSP Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
2024	J	`jnl`	Input Normalized Stochastic Gradient Descent Training for Deep Neural Networks. Trans. Mach. Learn. Res. Salih Furkan Atici, Hongyi Pan, Ahmet Enis Çetin
2024	J	`jnl`	Sparse Mamba: Reinforcing Controllability In Structural State Space Models. CoRR Emadeldeen Hamdan, Hongyi Pan, Ahmet Enis Çetin
2024	Misc	`conf`	Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. ICASSP Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin
2024	J	`jnl`	The Blind Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Massive Random Access. CoRR Xin Zhu, Ahmet Enis Çetin
2024	J	`jnl`	Wildfire detection via transfer learning: a survey. Signal Image Video Process. Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
2023	—	`conf`	A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. ICECS Salih Furkan Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Rashid Ansari, Omar Suhaym, Ahmet Enis Çetin
2023	A*	`conf`	A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. ICML Hongyi Pan, Xin Zhu, Salih Furkan Atici, Ahmet Enis Çetin
2023	J	`jnl`	A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2023	J	`jnl`	A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. CoRR Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
2023	J	`jnl`	ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation. CoRR Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2023	Misc	`conf`	Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. ICASSP Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Çetin
2023	J	`jnl`	Domain Generalization with Fourier Transform and Soft Thresholding. CoRR Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
2023	J	`jnl`	Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer. CoRR Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
2023	J	`jnl`	GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Enis Çetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
2023	Misc	`conf`	Hybrid Binary Neural Networks: A Tutorial Review. VTS Ahmet Enis Çetin, Hongyi Pan
2023	J	`jnl`	Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2023	Misc	`conf`	Real-Time Wireless ECG-Derived Respiration Rate Estimation using an Autoencoder with a DCT Layer. ICASSP Hongyi Pan, Xin Zhu, Zhilu Ye, Pai-Yen Chen, Ahmet Enis Çetin
2023	J	`jnl`	Wildfire Detection Via Transfer Learning: A Survey. CoRR Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
2022	J	`jnl`	Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2022	J	`jnl`	Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2022	J	`jnl`	DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. CoRR Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
2022	—	`conf`	Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops Hongyi Pan, Diaa Badawi, Chang Chen, Adam C. Watts, Erdem Koyuncu, Ahmet Enis Çetin
2022	Misc	`conf`	Detecting Anomaly in Chemical Sensors via Regularized Contrastive Learning. ICASSP Diaa Badawi, Ishaan Bassi, Sule Ozev, Ahmet Enis Çetin
2022	J	`jnl`	Improving a cortical pyramidal neuron model's classification performance on a real-world ecg dataset by extending inputs. J. Comput. Neurosci. Ilknur Kayikçioglu Bozkir, Zübeyir Özcan, Cemal Köse, Temel Kayikçioglu, Ahmet Enis Çetin
2022	Misc	`conf`	Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2022	J	`jnl`	Multipod Convolutional Network. CoRR Hongyi Pan, Salih Atici, Ahmet Enis Çetin
2022	J	`jnl`	Normalized Stochastic Gradient Descent Training of Deep Neural Networks. CoRR Salih Atici, Hongyi Pan, Ahmet Enis Çetin
2021	J	`jnl`	EEG Classification by Factoring in Sensor Spatial Configuration. IEEE Access Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
2021	—	`conf`	Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CVPR Workshops Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2021	J	`jnl`	Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CoRR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2021	J	`jnl`	Guest Editorial Special Issue on Adaptive Learning and Control for Autonomous Vehicles. IEEE Trans. Neural Networks Learn. Syst. Ahmet Enis Çetin, Qing-Guo Wang
2021	J	`jnl`	MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators. IEEE Trans. Circuits Syst. I Regul. Pap. Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2021	J	`jnl`	MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference using Memory-immersed Data Conversion and Multiplication-free Operators. CoRR Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2021	J	`jnl`	Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
2020	J	`jnl`	Additive neural network for forest fire detection. Signal Image Video Process. Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Çetin
2020	J	`jnl`	Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. Sensors Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2020	B	`conf`	Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. ICPR Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
2019	J	`jnl`	Detecting Gas Vapor Leaks Using Uncalibrated Sensors. IEEE Access Diaa Badawi, Tuba Ayhan, Sule Ozev, Chengmo Yang, Alex Orailoglu, Ahmet Enis Çetin
2019	—	`conf`	EEG Classification based on Image Configuration in Social Anxiety Disorder. NER Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
2019	J	`jnl`	Improved EEG Classification by factoring in sensor topography. CoRR Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos T. Yarman-Vural
2019	J	`jnl`	Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks. CoRR Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, Ahmet Enis Çetin
2019	—	`conf`	Towards Co-designing Neural Network Function Approximators with In-SRAM Computing. EMC2@NeurIPS Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
2018	J	`jnl`	EEG Classification based on Image Configuration in Social Anxiety Disorder. CoRR Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
2018	J	`jnl`	Gender classification based on isolated facial features and foggy faces using jointly trained deep convolutional neural network. J. Electronic Imaging Aasma Aslam, Babar Hussain, Ahmet Enis Çetin, Arif Iqbal Umar, Rashid Ansari
2018	J	`jnl`	Improved Image-Based Localization Using SFM and Modified Coordinate System Transfer. IEEE Trans. Multim. Mahdi Salarian, Nick Iliev, Ahmet Enis Çetin, Rashid Ansari
2017	J	`jnl`	Period Estimation of an Almost Periodic Signal Using Persistent Homology With Application to Respiratory Rate Measurement. IEEE Signal Process. Lett. Fatih Erden, Ahmet Enis Çetin
2016	J	`jnl`	Bandwidth selection for kernel density estimation using Fourier domain constraints. IET Signal Process. Alexander Suhre, Orhan Arikan, Ahmet Enis Çetin
2014	—	`conf`	Approximate computation of DFT without performing any multiplications: Application to radar signal processing. SIU Musa Tunç Arslan, Alican Bozkurt, Rasim Akin Sevimli, Cem Emre Akbas, Ahmet Enis Çetin
2014	J	`jnl`	Deconvolution Using Projections Onto The Epigraph Set of a Convex Cost Function. CoRR Mohammad Tofighi, Alican Bozkurt, Ahmet Enis Çetin
2014	J	`jnl`	Denosing Using Wavelets and Projections onto the L1-Ball. CoRR Ahmet Enis Çetin, Mohammad Tofighi
2013	J	`jnl`	Denoising Using Projection Onto Convex Sets (POCS) Based Framework. CoRR Mohammad Tofighi, Kivanç Köse, Ahmet Enis Çetin
2013	—	`conf`	Separating nut-shell pieces from hazelnuts and pistachio kernels using impact vibration analysis. SIU Yusuf Hakan Habiboglu, Rasim Akin Sevimli, Ahmet Enis Çetin, Tom C. Pearson
1999	Misc	`conf`	Implementation of an enhanced fixed point variable bit-rate MELP vocoder on TMS320C549. ICASSP Ali Erdem Ertan, Emre B. Aksu, Hakki Gökhan Ilk, Mehmet Haydar Karcí, Onder Karpat, Taner Kolcak, Levent Sendur, Mübeccel Demirekler, Ahmet Enis Çetin
1997	J	`jnl`	Equiripple FIR filter design by the FFT algorithm. IEEE Signal Process. Mag. Ahmet Enis Çetin, Ömer Nezih Gerek, Yasemin Yardimci
1993	—	`conf`	Interframe differential vector coding of line spectrum frequencies. ICASSP (2) Engin Erzin, Ahmet Enis Çetin