Publications
Lulan Shen, Ibtihel Amara, Ruofeng Li, Brett Meyer, Warren Gross, James J. Clark. ”Fast Fine-Tuning using Curriculum Domain Adaptation”, Conference on Robots and Vision (CRV2023), Montreal, June 2023.
Ibtihel Amara, Nazanin Sepahvand, Brett Haden Meyer, Warren Gross, and James J. Clark. ”Balanced Student-Centered Learning for Online Distillation”, Submitted, March 2023.
Ibtihel Amara, Maryam Ziaeefard, Brett Haden Meyer, Warren Gross, and James J. Clark. ”On the Importance of Integrating Curriculum Design for Teacher Assistant-based Knowledge Distillation.”, Edge Intelligence Workshop, Montreal, September 2022.
Ibtihel Amara, Maryam Ziaeefard, Brett Haden Meyer, Warren Gross, and James J. Clark. ”CES-KD: Curriculum- based Expert Selection for Guided Knowledge Distillation.”, 26th International Conference on Pattern Recognition (ICPR), 2022.
Zahra Vaseqi, Ibtihel Amara, Samrudhdhi B Rangrej. ”Label Noise Resiliency with Self-supervised Representations.”, Self-Supervised Learning Theory and Practice (NeurIPS Workshop), 2021.
Houssein Ayoub, Ibtihel Amara, Susanne Awad, Hiam Chemaitelly, and Laith Abu-Raddad. ”Analytic characteri- zation of the herpes simplex virus type 2 epidemic in the United States, 1950-2050.”, Open Forum Infectious Diseases, 2021.
Ibtihel Amara and James J. Clark. ”Uncertainty transfer with knowledge distillation.”, Edge Intelligence Workshop, Montreal, March 2020.
Ibtihel Amara, Eric Granger, and Abdenour Hadid. ”Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition.”, Automatic Face & Gesture Recognition (FG 2018), 2018 13th IEEE International Conference on. IEEE, 2018.
Ibtihel Amara, Eric Granger, and Abdenour Hadid. ”On the effects of illumination normalization with LBP-based watchlist screening.” European Conference on Computer Vision (ECCV), LBP Workshop, 2014.