3 papers
cs.LG2024
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification
Ahmad Hassanpour, Amir Zarei, Khawla Mallat +2
This study investigates the trade-offs between fairness, privacy, and utility in image classification using machine learning (ML). Recent research suggests that generalization tech…
cs.CV2024
ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities
Ahmad Hassanpour, Yasamin Kowsari, Hatef Otroshi Shahreza +2
This paper explores the application of large language models (LLMs), like ChatGPT, for biometric tasks. We specifically examine the capabilities of ChatGPT in performing biometric-…
cs.CV2024
E2F-Net: Eyes-to-Face Inpainting via StyleGAN Latent Space
Ahmad Hassanpour, Fatemeh Jamalbafrani, Bian Yang +3
Face inpainting, the technique of restoring missing or damaged regions in facial images, is pivotal for applications like face recognition in occluded scenarios and image analysis…