no code implementations • 10 Jul 2023 • Oshin Dutta, Tanu Kanvar, Sumeet Agarwal
To address these concerns, we automate the construction of task-specific deep learning architectures optimized for device constraints through Neural Architecture Search (NAS).
no code implementations • 3 Oct 2020 • Ayush Srivastava, Oshin Dutta, Prathosh AP, Sumeet Agarwal, Jigyasa Gupta
In the last few years, compression of deep neural networks has become an important strand of machine learning and computer vision research.