On the Effects of Illumination Normalization with LBP-Based Watchlist Screening. - Ibtihel Amara; Eric Granger; Abdenour Hadid (ECCV Workshops (2), 2014)

Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition. - Ibtihel Amara; Eric Granger; Abdenour Hadid (FG, 2018)

CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation. - Ibtihel Amara; Maryam Ziaeefard; Brett H. Meyer; Warren J. Gross; James J. Clark (ICPR, 2022)

BD-KD: Balancing the Divergences for Online Knowledge Distillation. - Ibtihel Amara; Nazanin Mohammadi Sepahvand; Brett H. Meyer; Warren J. Gross; James J. Clark (CoRR, 2022)

Fast Fine-Tuning Using Curriculum Domain Adaptation. - Lulan Shen; Ibtihel Amara; Ruofeng Li; Brett H. Meyer; Warren J. Gross; James J. Clark (CRV, 2023)

Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring. - Ankitha Sudarshan; Vinay Samuel; Parth Patwa; Ibtihel Amara; Aman Chadha (CoRR, 2023)

Dynamic Corrective Self-Distillation for Better Fine-Tuning of Pretrained Models. - Ibtihel Amara; Vinija Jain; Aman Chadha (CoRR, 2023)

Large Language Models Provide Human-Level Medical Text Snippet Labeling. - Ibtihel Amara; Haiyang Yu; Fan Zhang; Yuchen Liu; Benny Li; Chang Liu; Rupesh Kartha; Akshay Goel (ClinicalNLP@NAACL, 2024)

Understanding the Local Geometry of Generative Model Manifolds. - Ahmed Imtiaz Humayun; Ibtihel Amara; Candice Schumann; Golnoosh Farnadi; Negar Rostamzadeh; Mohammad Havaei (CoRR, 2024)

What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models. - Ahmed Imtiaz Humayun; Ibtihel Amara; Cristina Nader Vasconcelos; Deepak Ramachandran; Candice Schumann; Junfeng He; Katherine A. Heller; Golnoosh Farnadi; Negar Rostamzadeh; Mohammad Havaei (ICLR, 2025)

EraseBench: Understanding The Ripple Effects of Concept Erasure Techniques. - Ibtihel Amara; Ahmed Imtiaz Humayun; Ivana Kajic; Zarana Parekh; Natalie Harris; Sarah Young; Chirag Nagpal; Najoung Kim; Junfeng He; Cristina Nader Vasconcelos; Deepak Ramachandran; Golnoosh Farnadi; et al. (CoRR, 2025)