A Layered Self-Supervised Knowledge Distillation Framework for Efficient Multimodal Learning on the Edge. - Tarique Dahri; Zulfiqar Ali Memon; Zhenyu Yu; Mohd Yamani Idna Idris; Sheheryar Khan; Sadiq Ahmad; Maged Shoman; Saddam Aziz; Rizwan Qureshi (CoRR, 2025)