Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data ScenariosMd Abdul Kadir; Hasan Md Tusfiqur Alam; Devansh Srivastav; Hans-Jürgen Profitlich; Daniel SonntagIn: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Pages 1-12, Springer, 6/2024.
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI ProjectMd Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag3/2024.
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware BackdoorsMd Abdul Kadir; Gowthamkrishna Addluri; Daniel Sonntag3/2024.