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Belhassen Bayar
Belhassen Bayar
Senior AI/ML Researcher, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
A deep learning approach to universal image manipulation detection using a new convolutional layer
B Bayar, MC Stamm
The 2016 ACM Workshop on Information Hiding and Multimedia Security, 2016
8202016
Constrained convolutional neural networks: a new approach towards general purpose image manipulation detection
B Bayar, MC Stamm
IEEE Transactions on Information Forensics and Security, 2018
5022018
Design principles of convolutional neural networks for multimedia forensics
B Bayar, MC Stamm
The 2017 IS&T International Symposium on Electronic Imaging: Media …, 2017
1422017
On the robustness of constrained convolutional neural networks to JPEG post-compression for image resampling detection
B Bayar, MC Stamm
The 42nd IEEE International Conference on Acoustics, Speech and Signal …, 2017
992017
Towards open set camera model identification using a deep learning framework
B Bayar, MC Stamm
The 43rd IEEE International Conference on Acoustics, Speech and Signal …, 2018
772018
Augmented convolutional feature maps for robust cnn-based camera model identification
B Bayar, MC Stamm
The 2017 IEEE International Conference on Image Processing (ICIP'17), 2017
762017
Learning unified deep-features for multiple forensic tasks
O Mayer, B Bayar, MC Stamm
The 2018 ACM Workshop on Information Hiding and Multimedia Security, 2018
522018
Video camera model identification system using deep learning and fusion
B Hosler, O Mayer, B Bayar, X Zhao, C Chen, J Shackleford, MC Stamm
The 44th IEEE International Conference on Acoustics, Speech and Signal …, 2019
442019
A generic approach towards image manipulation parameter estimation using convolutional neural networks
B Bayar, MC Stamm
The 2017 ACM Workshop on Information Hiding and Multimedia Security, 2017
442017
Probabilistic non-negative matrix factorization: theory and application to microarray data analysis
B Bayar, N Bouaynaya, R Shterenberg
Journal of bioinformatics and computational biology 12 (01), 1450001, 2014
362014
Towards order of processing operations detection in jpeg-compressed images with convolutional neural networks
B Bayar, MC Stamm
The 2018 IS&T International Symposium on Electronic Imaging: Media …, 2018
282018
SMURC: High-Dimension Small-Sample Multivariate Regression with Covariance Estimation
B Bayar, N Bouaynaya, R Shterenberg
IEEE Journal of Biomedical and Health Informatics, 2017
102017
Kernel Reconstruction: an Exact Greedy Algorithm for Compressive Sensing
B Bayar, N Bouaynaya, R Shterenberg
The 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2014
82014
Distantly Supervised Transformers For E-Commerce Product QA
H Mittal, A Chakrabarti, B Bayar, AA Sharma, N Rasiwasia
The 2021 Annual Conference of the North American Chapter of the Asso …, 2021
42021
Inference of genetic regulatory networks with unknown covariance structure
B Bayar, N Bouaynaya, R Shterenberg
The 2013 IEEE International Workshop on Genomic Signal Processing and …, 2013
12013
Multi-task learning for reduced popularity bias in multi-territory video recommendations
P Gampa, F Javadi, B Bayar, A Yessenalina
RecSys 2023 Workshop on Context-Aware Recommender Systems, 2023
2023
Design principles of robust multi-armed bandit framework in video recommendations
B Bayar, P Gampa, A Yessenalina, Z Wen
RecSys 2023 Workshop on Context-Aware Recommender Systems, 2023
2023
Deep Learning Techniques for Multimedia Forensics
B Bayar
Drexel University, 2018
2018
Optimization algorithms for inference and classification of genetic profiles from undersampled measurements
B Bayar
Rowan University, 2014
2014
Early Diagnosis of Alzheimers Disease and Features Selection
B Bayar
Rowan University, 2013
2013
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