Published paper 'AnaMoDiff: 2D Analogical Motion Diffusion via Disentangled Denoising', which is a diffusion-based method for 2D motion analogies using raw, unannotated videos; Published paper 'DS-Fusion: Artistic Typography via Discriminated and Stylized Diffusion', accepted in ICCV 2023, a novel method to automatically generate artistic typography.
Research Experience
Software Engineer at Sedenius Technologies, backend C++ developer; Hardware Engineer at RWR Technologies, developing Signal Processing algorithms on FPGA (Verilog) and DSP Kits.
Education
Ph.D. student at GrUVi lab, Simon Fraser University, supervised by Prof. Hao (Richard) Zhang and Prof. Ali Mahdavi Amiri; MSc from Georgia Institute of Technology, Electrical and Computer Engineering, with a focus on Digital Signal Processing, thesis titled 'Utilizing I-Vectors to classify fault sounds in machinery using ToyADMOS data set'; Undergraduate experience included working with robotic modeling and inverse kinematics for a stable kick motion as part of SPL RoboCup Team Pakistan.
Background
Research interests: Computer Vision/Graphics, particularly in creative and artistic generation using AI; Specialization: Computer Vision and Graphics.