3 papers
Two-Stage Deformable-Convolutional Inverse Design of Nanophotonic Absorbers from Optical Spectra
Waleed Waseer, Muhammad Shahid Jabbar, Muhammad Sohail Ibrahim +1
Data-driven inverse design enables efficient generation of nanophotonic structures with prescribed optical responses, but spectrum-to-geometry mapping remains challenging due to no…
Flow Augmentation and Knowledge Distillation for Lightweight Face Presentation Attack Detection
Muhammad Shahid Jabbar, Muhammad Sohail Ibrahim, Taha Hasan Masood Siddique +2
Face presentation attack detection (FacePAD) remains challenging under diverse spoofing representation, including 2D print and replay, 3D mask-based spoofing, makeup-induced appear…
Privacy-Preserving Collaborative Medical Image Segmentation Using Latent Transform Networks
Saheed Ademola Bello, Muhammad Shahid Jabbar, Muhammad Sohail Ibrahim +1
Collaborative training across multiple institutions is becoming essential for building reliable medical image segmentation models. However, privacy regulations, data silos, and une…