Harmonizing Flows: Unsupervised MR Harmonization Based on Normalizing Flows. - Farzad Beizaee; Christian Desrosiers; Gregory A. Lodygensky; Jose Dolz (IPMI, 2023)

WATT: Weight Average Test Time Adaptation of CLIP. - David Osowiechi; Mehrdad Noori; Gustavo Adolfo Vargas Hakim; Moslem Yazdanpanah; Ali Bahri; Milad Cheraghalikhani; Sahar Dastani; Farzad Beizaee; Ismail Ben Ayed; Christian Desrosiers (NeurIPS, 2024)

Spectral Informed Mamba for Robust Point Cloud Processing. - Ali Bahri; Moslem Yazdanpanah; Mehrdad Noori; Sahar Dastani; Milad Cheraghalikhani; Gustavo Adolfo Vargas Hakim; David Osowiechi; Farzad Beizaee; Ismail Ben Ayed; Christian Desrosiers (CVPR, 2025)

Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection. - Farzad Beizaee; Gregory A. Lodygensky; Christian Desrosiers; Jose Dolz (CVPR, 2025)

Spectral State Space Model for Rotation-Invariant Visual Representation Learning. - Sahar Dastani; Ali Bahri; Moslem Yazdanpanah; Mehrdad Noori; David Osowiechi; Gustavo Adolfo Vargas Hakim; Farzad Beizaee; Milad Cheraghalikhani; Arnab Kumar Mondal; Herve Lombaert; Christian Desrosiers (CVPR, 2025)

MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection. - Farzad Beizaee; Gregory A. Lodygensky; Christian Desrosiers; Jose Dolz (IPMI (2), 2025)

Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging. - Ali Bahri; Moslem Yazdanpanah; Mehrdad Noori; Sahar Dastani; Milad Cheraghalikhani; David Osowiechi; Farzad Beizaee; Gustavo Adolfo Vargas Hakim; Ismail Ben Ayed; Christian Desrosiers (WACV, 2025)

Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization. - Farzad Beizaee; Gregory A. Lodygensky; Christopher L. Adamson; Deanne K. Thompson; Jeanie L. Y. Cheong; Alicia J. Spittle; Peter J. Anderson; Christian Desrosiers; Jose Dolz (Medical Image Anal., 2025)

GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D. - Ali Bahri; Moslem Yazdanpanah; Mehrdad Noori; Milad Cheraghalikhani; Gustavo Adolfo Vargas Hakim; David Osowiechi; Farzad Beizaee; Ismail Ben Ayed; Christian Desrosiers (Trans. Mach. Learn. Res., 2025)

SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds. - Ali Bahri; Moslem Yazdanpanah; Sahar Dastani; Mehrdad Noori; Gustavo Adolfo Vargas Hakim; David Osowiechi; Farzad Beizaee; Ismail Ben Ayed; Christian Desrosiers (CoRR, 2025)

Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation. - Mehrdad Noori; David Osowiechi; Gustavo Adolfo Vargas Hakim; Ali Bahri; Moslem Yazdanpanah; Sahar Dastani; Farzad Beizaee; Ismail Ben Ayed; Christian Desrosiers (CoRR, 2025)