Junaid Malik

According to our database, Junaid Malik authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Super Neurons.

Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

2023

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks.

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir

IEEE Trans. Neural Networks Learn. Syst., November, 2023

2022

Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks.

Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj

IEEE Trans. Biomed. Eng., 2022

Blind ECG Restoration by Operational Cycle-GANs.

Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj

IEEE Trans. Biomed. Eng., 2022

3D Quantum Cuts for automatic segmentation of porous media in tomography images.

Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye

Comput. Geosci., 2022

2D Self-Organized ONN Model For Handwritten Text Recognition.

Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Madeed, Serkan Kiranyaz

CoRR, 2022

Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs.

Arafat Rahman, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Nabil Ibtehaz, Md. Shafayet Hossain, Serkan Kiranyaz, Junaid Malik, Haya Monawwar, Muhammad Abdul Kadir

Comput. Biol. Medicine, 2022

2D Self-organized ONN model for Handwritten Text Recognition.

Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Máadeed, Serkan Kiranyaz

Appl. Soft Comput., 2022

2021

Self-organized operational neural networks for severe image restoration problems.

Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj

Neural Networks, 2021

Self-organized Operational Neural Networks with Generative Neurons.

Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

Neural Networks, 2021

Exploiting heterogeneity in operational neural networks by synaptic plasticity.

Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj

Neural Comput. Appl., 2021

Image denoising by Super Neurons: Why go deep?

Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj

CoRR, 2021

Super Neurons.

Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj

CoRR, 2021

Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising.

Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj

CoRR, 2021

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks.

Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj

IEEE Access, 2021

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs.

Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj

IEEE Access, 2021

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer.

Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj

Proceedings of the International Joint Conference on Neural Networks, 2021

Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression.

Mustafa Akin Yilmaz, Onur Keles, Hilal Güven, Ahmet Murat Tekalp, Junaid Malik, Serkan Kiranyaz

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Bm3d Vs 2-Layer Onn.

Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Self-Organized Residual Blocks For Image Super-Resolution.

Onur Keles, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Operational vs Convolutional Neural Networks for Image Denoising.

Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj

CoRR, 2020

FastONN - Python based open-source GPU implementation for Operational Neural Networks.

Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj

CoRR, 2020

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection.

Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj

IEEE Access, 2020

2019

Colorectal cancer diagnosis from histology images: A comparative study.

Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj

CoRR, 2019

2018

Low-Energy Graph Fourier Basis Functions Span Salient Objects.

Junaid Malik, Çaglar Aytekin, Moncef Gabbouj

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Category independent object proposals using quantum superposition.

Junaid Malik, Çaglar Aytekin, Moncef Gabbouj

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017