Pretom Roy Ovi

most citedTinyM

^{2}

Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

3 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 2 cited

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning

Pretom Roy Ovi, Emon Dey, Nirmalya Roy +1

Federated Learning (FL) enables collaborative model building among a large number of participants without the need for explicit data sharing. But this approach shows vulnerabilitie…

cs.LG2022★ 3 cited

TinyM $^{2}$ Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

Hasib-Al Rashid, Pretom Roy Ovi, Carl Busart +2

With the emergence of Artificial Intelligence (AI), new attention has been given to implement AI algorithms on resource constrained tiny devices to expand the application domain of…

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning

TinyM2Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices

TinyM $^{2}$ Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices