Modelling of Video Memorability using Ensemble Learning and Transformers. - Muhammad Mustafa Ali Usmani; Sumaiyah Zahid; Muhammad Atif Tahir (MediaEval, 2022)

Quest for Insight: Predicting Memorability based on Frequency of N-Grams. - Muhammad Mustafa Ali Usmani; Sumaiyah Zahid; Muhammad Atif Tahir (MediaEval, 2022)

The Impact of Transformers Ensemble on Model Memorability and Generalizability. - Muhammad Mustafa Ali Usmani; Humna Faisal; Muhammad Atif Tahir (MediaEval, 2023)