Aref Miri Rekavandi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Dictionary Learning

Object Detection

Diffusion Models

Robust Principal Component Analysis

Top Venues

IEEE Trans. Image Process.

IEEE Robotics Autom. Lett.

Publications

Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. CoRR (2024)
Aref Miri Rekavandi, Olga Ohrimenko, Benjamin I. P. Rubinstein
RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothing. CoRR (2024)
Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. CoRR (2024)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Learning Robust and Sparse Principal Components With the α-Divergence. IEEE Trans. Image Process. 33 (2024)
Aref Miri Rekavandi, Farid Boussaïd, Abd-Krim Seghouane, Mohammed Bennamoun
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. IEEE Robotics Autom. Lett. 8 (10) (2023)
Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. CoRR (2023)
Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim
TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method. IEEE Trans. Signal Process. 71 (2023)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142 (2023)
Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaïd, Mohammed Bennamoun
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment. CoRR (2023)
Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim
Robust Subspace Tracking with Contamination Mitigation via α-Divergence. ICASSP (2023)
Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun
Extended Expectation Maximization for Under-Fitted Models. ICASSP (2023)
Abd-Krim Seghouane, Asif Iqbal, Aref Miri Rekavandi
RBDL: Robust block-Structured dictionary learning for block sparse representation. Pattern Recognit. Lett. 172 (2023)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Shima Rashidi, Ruwan B. Tennakoon, Aref Miri Rekavandi, Papangkorn Jessadatavornwong, Amanda Freis, Garret Huff, Mark Easton, Adrian Mouritz, Reza Hoseinnezhad, Alireza Bab-Hadiashar
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation. CoRR (2022)
Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance. CoRR (2022)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging. IEEE Trans. Image Process. 30 (2021)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Robust Likelihood Ratio Test Using α-Divergence. ICASSP (2020)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Adaptive Matched Filter using Non-Target Free Training Data. ICASSP (2020)
Aref Miri Rekavandi, Abd-Krim Seghouane
Robust Principal Component Analysis Using Alpha Divergence. ICIP (2020)
Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans
Adaptive Subspace Detector in High Dimensional Space with Insufficient Training Data. ICASSP (2019)