RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing
Published in Transactions on Machine Learning Research, 2025
Aref Miri Rekavandi, Olga Ohrimenko and Benjamin IP Rubinstein
Publications
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models
Published in IEEE Transactions on Multimedia, 2025
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga and Farid Boussaid
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation
Published in ACM Transactions on Intelligent Systems and Technology, 2025
Shima Rashidi, Ruwan Tennakoon, Aref Miri Rekavandi, Papangkorn Jessadatavornwong, Amanda Freis, Garret Huff, Mark Easton, Adrian Mouritz, Reza Hoseinnezhad and Alireza Bab-Hadiashar
A guide to image and video based small object detection using deep learning: Case study of maritime surveillance
Published in IEEE Transactions on Intelligent Transportation Systems, 2025
Aref Miri Rekavandi, Lian Xu, Farid Boussaid, Abd-Krim Seghouane, Stephen Hoefs and Mohammed Bennamoun
Can Deep Learning Models Acquire Specialist Knowledge? Identifying Carotid Bruits in Type 2 Diabetes Using an Electronic Stethoscope
Published in IEEE ACCESS, 2025
Aref Miri Rekavandi, Mohammed Bennamoun, Farid Boussaid, Wendy A. Davis and Timothy M.E. Davis
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
Published in NeurIPS, 2024
Aref Miri Rekavandi, Farhad Farokhi, Olga Ohrimenko and Benjamin IP Rubinstein
Learning Robust and Sparse Principal Components with the α-Divergence
Published in IEEE Transactions on Image Processing, 2024
Aref Miri Rekavandi, Abd-Krim Seghouane and Robin J. Evans
Analysis and evaluation of explainable artificial intelligence on suicide risk assessment
Published in Scientific Reports, 2024
Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaid and Mohammed Bennamoun
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation from RGB Images
Published in IEEE Robotics and Automation Letters, 2023
Aref Miri Rekavandi, Farid Boussaid, Abd-Krim Seghouane, and Mohammed Bennamoun
TRPAST: A tunable and robust projection approximation subspace tracking method
Published in IEEE Transactions on Signal Processing, 2023
Aref Miri Rekavandi, Abd-Krim Seghouane, and Karim Abed-Meraim
Rbdl: Robust Block-Structured Dictionary Learning for Block Sparse Representation
Published in Pattern Reconition Letters, 2023
Abd-Krim Seghouane, Asif Iqbal, and Aref Miri Rekavandi
Robust Subspace Tracking With Contamination Mitigation via α-Divergence
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim
Extended Expectation Maximization for Under-fitted Models
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaid, and Mohammed Bennamoun
Cross Domain 2D-3D Descriptor Matching for Unconstrained 6- DOF Pose Estimation
Published in Pattern Reconition, 2023
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaid
Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance
Published in IEEE Transactions on Biomedical Engineering, 2022
Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans
Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging
Published in IEEE Transactions on Image Processing, 2021
Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans
Robust Principal Component Analysis Using α− divergence
Published in IEEE International Conference on Image Processing (ICIP), 2020
Aref Miri Rekavandi and Abd-Krim Seghouane
Robust likelihood ratio test using α− divergence
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans
Adaptive matched filter using non-target free training data
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans
Adaptive subspace detector in high dimensional space with insufficient training data
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
Aref Miri Rekavandi, Abd-Krim Seghouane, and Robin Evans
An image steganography method based on integer wavelet transform
Published in Multimedia Tools and Applications, 2018
Aref Miri Rekavandi and Karim Faez
Medical image denoising based on 2D discrete cosine transform via ant colony optimization
Published in Optik, 2018
Aref Miri Rekavandi, Saeed Sharifian, Shima Rashidi, and Madjid Ghods
Adaptive image steganography based on transform domain via genetic algorithm
Published in Optik, 2017
Aref Miri Rekavandi and Karim Faez