Aref Miri Rekavandi

Papangkorn Jessadatavornwong

Alireza Bab-Hadiashar

ACM Trans. Intell. Syst. Technol., August, 2025

A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., March, 2025

RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing.

[BibT_eX]

[DOI]

Benjamin I. P. Rubinstein

Olga Ohrimenko

Trans. Mach. Learn. Res., 2025

Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions.

[BibT_eX]

[DOI]

IEEE Access, 2025

Can Deep Learning Models Acquire Specialist Knowledge? Identifying Carotid Bruits in Type 2 Diabetes Using an Electronic Stethoscope.

[BibT_eX]

[DOI]

IEEE Access, 2025

2024

Learning Robust and Sparse Principal Components With the α-Divergence.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models.

[BibT_eX]

[DOI]

Benjamin I. P. Rubinstein

Farhad Farokhi

Olga Ohrimenko

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., October, 2023

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation.

[BibT_eX]

[DOI]

Pattern Recognit., October, 2023

RBDL: Robust block-Structured dictionary learning for block sparse representation.

[BibT_eX]

[DOI]

Asif Iqbal

Pattern Recognit. Lett., August, 2023

TRPAST: A Tunable and Robust Projection Approximation Subspace Tracking Method.

[BibT_eX]

[DOI]

Karim Abed-Meraim

IEEE Trans. Signal Process., 2023

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art.

[BibT_eX]

[DOI]

CoRR, 2023

Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Subspace Tracking with Contamination Mitigation via α-Divergence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Extended Expectation Maximization for Under-Fitted Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Adaptive Brain Activity Detection in Structured Interference and Partially Homogeneous Locally Correlated Disturbance.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2022

2021

From Robust to Efficient Detection and Estimation: Applicable to Brain Activity Detection.

[BibT_eX]

[DOI]

PhD thesis, 2021

Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

2020

Robust Principal Component Analysis Using Alpha Divergence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Robust Likelihood Ratio Test Using α-Divergence.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adaptive Matched Filter using Non-Target Free Training Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Adaptive Subspace Detector in High Dimensional Space with Insufficient Training Data.

[BibT_eX]

[DOI]