Research project focused on developing interpretable and controllable diffusion models with applications to signal processing and semantic correspondence, under the guidance of Dr. Muhammad Tahir.
Collaborating with Dr. Hassan Mohy-ud-Din to explore the theoretical and practical applications of diffusion models in medical imaging and inverse problems. This ongoing research encompasses an extensive survey of recent advancements and methodologies to tackle complex challenges in medical contexts.
Worked on Model Based Deep Learning under the supervision of Dr.Muhammad Tahir
Worked on a semester long project on compiling detailed, concise notes on prominent mathematical inequalities and their applications to fields of data science, information theory etc under the supervision of Dr.Hassan Mohy-Ud-Din
Built a Digital Literacy app using shiny framework in R under the supervision of Dr.Ihsan Ayub Qazi
Recommended citation: Ayesha Ali, Agha Ali Raza, Ihsan Ayyub Qazi. (2023). "Validated digital literacy measures for populations with low levels of internet experiences." Development Engineering. 8(2023). https://www.sciencedirect.com/science/article/pii/S2352728523000015