Sana Ayromlou

According to our database, Sana Ayromlou authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adaptive Latent-Space Constraints in Personalized FL.

Sana Ayromlou, David B. Emerson

CoRR, May, 2025

Can Generative Models Improve Self-Supervised Representation Learning?

Sana Ayromlou, Vahid Reza Khazaie, Fereshteh Forghani, Arash Afkanpour

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

CCSI: Continual Class-Specific Impression for data-free class incremental learning.

Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li

Medical Image Anal., 2024

A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets.

Fatemeh Tavakoli, David B. Emerson, Sana Ayromlou, John Taylor Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak

Proceedings of the Machine Learning for Healthcare Conference, 2024

Federated Impression for Learning with Distributed Heterogeneous Data.

Atrin Arya, Sana Ayromlou, Armin Saadat, Purang Abolmaesumi, Xiaoxiao Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

2023

Segmenting Cardiac Ultrasound Videos Using Self-Supervised Learning.

Erik Lamoureux, Sana Ayromlou, Seyedeh Neda Ahmadi Amiri, Helge Rhodin

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Class Impression for Data-Free Incremental Learning.

Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

SVG-Net: An SVG-based Trajectory Prediction Model.

Mohammadhossein Bahari, Vahid Zehtab, Sadegh Khorasani, Sana Ayromlou, Saeed Saadatnejad, Alexandre Alahi

CoRR, 2021

Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI.

Reza Shirkavand, Sana Ayromlou, Soroush Farghadani, Maedeh-sadat Tahaei, Fattane Pourakpour, Bahareh Siahlou, Zeynab Khodakarami, Mohammad H. Rohban, Mansoor Fatehi, Hamid R. Rabiee

CoRR, 2021