| 2025 | ICASSP | Self-Incremental Training for Personalized Voice Command Recognition in a Wireless Audio Sensor Network. | Manuele Rusci, Hugo Van hamme, Tinne Tuytelaars |
| 2024 | CVPR | Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems. | Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini |
| 2024 | CVPR | Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units. | Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella |
| 2024 | ICRA | On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors. | Elia Cereda, Manuele Rusci, Alessandro Giusti, Daniele Palossi |
| 2023 | DATE | Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones. | Lorenzo Lamberti, Luca Bompani, Victor Javier Kartsch, Manuele Rusci, Daniele Palossi, Luca Benini |
| 2023 | DCOSS | Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization. | Mahyar Pourjabar, Ahmed AlKatheeri, Manuele Rusci, Agata Barcis, Vlad Niculescu, Eliseo Ferrante, Daniele Palossi, Luca Benini |
| 2023 | Interspeech | Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems. | Manuele Rusci, Tinne Tuytelaars |
| 2021 | ISCAS | Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System. | Lorenzo Lamberti, Manuele Rusci, Marco Fariselli, Francesco Paci, Luca Benini |
| 2021 | ISCAS | Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles. | Miguel de Prado, Manuele Rusci, Romain Donze, Alessandro Capotondi, Serge Monnerat, Luca Benini, Nuria Pazos |
| 2018 | ISCAS | Design Automation for Binarized Neural Networks: A Quantum Leap Opportunity? | Manuele Rusci, Lukas Cavigelli, Luca Benini |