4 papers
Not So Robust After All: Evaluating the Robustness of Deep Neural Networks to Unseen Adversarial Attacks
Roman Garaev, Bader Rasheed, Adil Khan
Deep neural networks (DNNs) have gained prominence in various applications, such as classification, recognition, and prediction, prompting increased scrutiny of their properties. A…
Exploring Semantic Variations in GAN Latent Spaces via Matrix Factorization
Andrey Palaev, Rustam A. Lukmanov, Adil Khan
Controlled data generation with GANs is desirable but challenging due to the nonlinearity and high dimensionality of their latent spaces. In this work, we explore image manipulatio…
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Pratinav Seth, Adil Khan, Ananya Gupta +2
Deep Ensemble Convolutional Neural Networks has become a methodology of choice for analyzing medical images with a diagnostic performance comparable to a physician, including the d…
Multi Sensor-based Implicit User Identification
Muhammad Ahmad, Ali Kashif Bashir, Adil Mehmood Khan +3
Smartphones have ubiquitously integrated into our home and work environments, however, users normally rely on explicit but inefficient identification processes in a controlled envi…