Aref Miri Rekavandi

31 papers A* 1B 1Misc 5Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sparse Canonical Correlation Analysis With Preserved Sparsity.
IEEE Trans. Knowl. Data Eng.
Abd-Krim Seghouane, Muhammad Ali Qadar, Inge Koch, Aref Miri Rekavandi
2026 J jnl
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art.
ACM Comput. Surv.
Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
2025 J jnl
A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance.
IEEE Trans. Intell. Transp. Syst.
Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
2025 J jnl
Box It to Bind It: Unified Layout Control and Attribute Binding in Text-to-Image Diffusion Models.
IEEE Trans. Multim.
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
2025 J jnl
Can Deep Learning Models Acquire Specialist Knowledge? Identifying Carotid Bruits in Type 2 Diabetes Using an Electronic Stethoscope.
IEEE Access
Aref Miri Rekavandi, Mohammed Bennamoun, Farid Boussaïd, Wendy A. Davis, Timothy M. E. Davis
2025 J jnl
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions.
IEEE Access
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
2025 J jnl
IT-RUDA: Information Theory-Assisted Robust Unsupervised Domain Adaptation.
ACM Trans. Intell. Syst. Technol.
Shima Rashidi, Ruwan B. Tennakoon, Aref Miri Rekavandi, Papangkorn Jessadatavornwong, Amanda Freis, Garret Huff, Mark Easton, Adrian Mouritz, Reza Hoseinnezhad, Alireza Bab-Hadiashar
2025 J jnl
RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing.
Trans. Mach. Learn. Res.
Aref Miri Rekavandi, Olga Ohrimenko, Benjamin I. P. Rubinstein
2025 J jnl
Towards Adaptive Subspace Detection in Heterogeneous Environments.
IEEE J. Sel. Top. Signal Process.
Aref Miri Rekavandi
2024 J jnl
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.
CoRR
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
2024 A* conf
Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models.
NeurIPS
Aref Miri Rekavandi, Farhad Farokhi, Olga Ohrimenko, Benjamin I. P. Rubinstein
2024 J jnl
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions.
CoRR
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
2024 J jnl
Learning Robust and Sparse Principal Components With the α-Divergence.
IEEE Trans. Image Process.
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
2024 J jnl
RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing.
CoRR
Aref Miri Rekavandi, Olga Ohrimenko, Benjamin I. P. Rubinstein
2023 J jnl
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment.
CoRR
Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaïd, Mohammed Bennamoun
2023 J jnl
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images.
IEEE Robotics Autom. Lett.
Aref Miri Rekavandi, Farid Boussaïd, Abd-Krim Seghouane, Mohammed Bennamoun
2023 J jnl
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation.
Pattern Recognit.
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
2023 Misc conf
Extended Expectation Maximization for Under-Fitted Models.
ICASSP
Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun
2023 J jnl
RBDL: Robust block-Structured dictionary learning for block sparse representation.
Pattern Recognit. Lett.
Abd-Krim Seghouane, Asif Iqbal, Aref Miri Rekavandi
2023 Misc conf
Robust Subspace Tracking with Contamination Mitigation via α-Divergence.
ICASSP
Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim
2023 J jnl
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method.
IEEE Trans. Signal Process.
Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim
2023 J jnl
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art.
CoRR
Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
2022 J jnl
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance.
CoRR
Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
2022 J jnl
Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance.
IEEE Trans. Biomed. Eng.
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
2022 J jnl
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation.
CoRR
Shima Rashidi, Ruwan B. Tennakoon, Aref Miri Rekavandi, Papangkorn Jessadatavornwong, Amanda Freis, Garret Huff, Mark Easton, Adrian Mouritz, Reza Hoseinnezhad, Alireza Bab-Hadiashar
2021 — —
From Robust to Efficient Detection and Estimation: Applicable to Brain Activity Detection.
Aref Miri Rekavandi
2021 J jnl
Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging.
IEEE Trans. Image Process.
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
2020 Misc conf
Adaptive Matched Filter using Non-Target Free Training Data.
ICASSP
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
2020 Misc conf
Robust Likelihood Ratio Test Using α-Divergence.
ICASSP
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
2020 B conf
Robust Principal Component Analysis Using Alpha Divergence.
ICIP
Aref Miri Rekavandi, Abd-Krim Seghouane
2019 Misc conf
Adaptive Subspace Detector in High Dimensional Space with Insufficient Training Data.
ICASSP
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans