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

Federated unlearning using diffusive noise injection. - Muhammad Mustafa Ali Usmani; Muhammad Atif Tahir; Humna Faisal; Muhammad Rafi (Inf. Fusion, 2026)