Researcher profile

Diana Marculescu

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Statistical learning in chip (SLIC)

2015

Despite best efforts, integrated systems are “born” (manufactured) with a unique `personality' that stems from our inability to precisely fabricate their underlying circuits, and create software a priori for controlling the resulting uncertainty. It is …
SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search

2024 · arXiv (Cornell University)

Designing low-latency and high-efficiency hybrid networks for a variety of low-cost commodity edge devices is both costly and tedious, leading to the adoption of hardware-aware neural architecture search (NAS) for finding optimal architectures. However, unifying …