A geometric-based method for recognizing overlapping polygonal-shaped and semi-transparent particles in gray tone images. - Ola Suleiman Ahmad; Johan Debayle; Jean-Charles Pinoli (Pattern Recognit. Lett., 2011)

Quantification of overlapping polygonal-shaped particles based on a new segmentation method of in situ images during crystallization. - Ola Suleiman Ahmad; Johan Debayle; Nesrine Gherras; Benoît Presles; Gilles Févotte; Jean-Charles Pinoli (J. Electronic Imaging, 2012)

Integral Geometry of Linearly Combined Gaussian and Student-t, and Skew Student's t Random Fields. - Yann Gavet; Ola Suleiman Ahmad; Jean-Charles Pinoli (GSI, 2013)

Spatio-spectral Gaussian random field modeling approach for target detection on hyperspectral data obtained in very low SNR. - Ola Ahmad; Christophe Collet 001; Fabien Salzenstein (ICIP, 2015)

Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. - Ola Ahmad; Herve Lombaert; Stefan Parent; Hubert Labelle; Jean Dansereau; Farida Cheriet (SeSAMI@MICCAI, 2016)

Scale-space spatio-temporal random fields: Application to the detection of growing microbial patterns from surface roughness. - Ola Ahmad; Christophe Collet 001 (Pattern Recognit., 2016)

3D shape asymmetry analysis using correspondence between partial geodesic curves. - Ola Ahmad; Philippe Debanné; Stefan Parent; Hubert Labelle; Farida Cheriet (GlobalSIP, 2017)

A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures. - Philippe Debanné; Ola Ahmad; Stefan Parent; Hubert Labelle; Farida Cheriet (ICIAR, 2017)

Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. - Ola Ahmad; Herve Lombaert; Stefan Parent; Hubert Labelle; Farida Cheriet (IEEE J. Biomed. Health Informatics, 2018)

Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. - Clément Playout; Ola Ahmad; Freddy Lécué; Farida Cheriet (CoRR, 2021)

FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition. - Ola Ahmad; Freddy Lécué (AAAI, 2022)

Towards Safe Reinforcement Learning via OOD Dynamics Detection in Autonomous Driving System (Student Abstract). - Arnaud Gardille; Ola Ahmad (AAAI, 2023)

DarSwin: Distortion Aware Radial Swin Transformer. - Akshaya Athwale; Arman Afrasiyabi; Justin Lagüe; Ichrak Shili; Ola Ahmad; Jean-François Lalonde (ICCV, 2023)

Causal Analysis for Robust Interpretability of Neural Networks. - Ola Ahmad; Nicolas Béreux; Vahid Hashemi; Freddy Lécué (CoRR, 2023)

Randomized Confidence Bounds for Stochastic Partial Monitoring. - Maxime Heuillet; Ola Ahmad; Audrey Durand (ICML, 2024)

QuaCK-TSF: Quantum-Classical Kernelized Time Series Forecasting. - Abdallah Aaraba; Soumaya Cherkaoui; Ola Ahmad; Jean Frédéric Laprade; Olivier Nahman-Lévesque; Alexis Vieloszynski; Shengrui Wang (QCE, 2024)

Neural Active Learning Meets the Partial Monitoring Framework. - Maxime Heuillet; Ola Ahmad; Audrey Durand (UAI, 2024)

Causal Analysis for Robust Interpretability of Neural Networks. - Ola Ahmad; Nicolas Béreux; Loïc Baret; Vahid Hashemi; Freddy Lécué (WACV, 2024)

MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning. - Julien Nicolas; Florent Chiaroni; Imtiaz Masud Ziko; Ola Ahmad; Christian Desrosiers; Jose Dolz (WACV, 2024)

LatentQGAN: A Hybrid QGAN with Classical Convolutional Autoencoder. - Alexis Vieloszynski; Soumaya Cherkaoui; Ola Ahmad; Jean Frédéric Laprade; Olivier Nahman-Lévesque; Abdallah Aaraba; Shengrui Wang (WF-IoT, 2024)

DarSwin-Unet: Distortion Aware Encoder-Decoder Architecture. - Akshaya Athwale; Ichrak Shili; Émile Bergeron; Ola Ahmad; Jean-François Lalonde (CoRR, 2024)

Successive data injection in conditional quantum GAN applied to time series anomaly detection. - Benjamin Kalfon; Soumaya Cherkaoui; Jean Frédéric Laprade; Ola Ahmad; Shengrui Wang (IET Quantum Commun., 2024)

DarSwin-Unet: Distortion Aware Architecture. - Akshaya Athwale; Ichrak Shili; Émile Bergeron; Ola Ahmad; Jean-François Lalonde (WACV, 2025)

ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations. - Florent Chiaroni; Ali Ayub; Ola Ahmad (CoRR, 2025)

A Guide to Robust Generalization: The Impact of Architecture, Pre-training, and Optimization Strategy. - Maxime Heuillet; Rishika Bhagwatkar; Jonas Ngnawé; Yann Pequignot; Alexandre Larouche; Christian Gagné 001; Irina Rish; Ola Ahmad; Audrey Durand (CoRR, 2025)