تصفح Computer Science & Engineering حسب المؤلف "Ilahi, Inaam"
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Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
Ilahi, Inaam; Usama, Muhammad; Qadir, Junaid; Janjua, Muhammad Umar; Al-Fuqaha, Ala; Hoang, Dinh Thai; Niyato, Dusit... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Deep reinforcement learning (DRL) has numerous applications in the real world, thanks to its ability to achieve high performance in a range of environments with little manual oversight. Despite its great advantages, DRL ... -
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey
Qayyum, Adnan; Ilahi, Inaam; Shamshad, Fahad; Boussaid, Farid; Bennamoun, Mohammed; Qadir, Junaid... more authors ... less authors ( IEEE Computer Society , 2023 , Article)In recent years, advancements in machine learning (ML) techniques, in particular, deep learning (DL) methods have gained a lot of momentum in solving inverse imaging problems, often surpassing the performance provided by ...