Plinio: a user-friendly library of gradient-based methods for complexity-aware DNN optimization DJ Pagliari, M Risso, BA Motetti, A Burrello 2023 Forum on Specification & Design Languages (FDL), 1-8, 2023 | 6 | 2023 |
Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones BA Motetti, L Crupi, MOME Elshaigi, M Risso, DJ Pagliari, D Palossi, ... arXiv preprint arXiv:2401.15236, 2024 | 2 | 2024 |
Enhancing neural architecture search with multiple hardware constraints for deep learning model deployment on tiny iot devices A Burrello, M Risso, BA Motetti, E Macii, L Benini, DJ Pagliari IEEE Transactions on Emerging Topics in Computing, 2023 | 2 | 2023 |
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones M Risso, F Daghero, BA Motetti, DJ Pagliari, E Macii, M Poncino, ... arXiv preprint arXiv:2402.15273, 2024 | | 2024 |