Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. - Irene Martín-Morató; Francesco Paissan; Alberto Ancilotto; Toni Heittola; Annamaria Mesaros; Elisabetta Farella; Alessio Brutti; Tuomas Virtanen (DCASE, 2022)

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. - Alessio Brutti; Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (EUSIPCO, 2022)

Scalable Neural Architectures for End-to-End Environmental Sound Classification. - Francesco Paissan; Alberto Ancilotto; Alessio Brutti; Elisabetta Farella (ICASSP, 2022)

On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (PerCom Workshops, 2022)

PhiNets: A Scalable Backbone for Low-power AI at the Edge. - Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (ACM Trans. Embed. Comput. Syst., 2022)

XiNet: Efficient Neural Networks for tinyML. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (ICCV, 2023)

Improving latency performance trade-off in keyword spotting applications at the edge. - Francesco Paissan; Anisha Mohamed Sahabdeen; Alberto Ancilotto; Elisabetta Farella (IWASI, 2023)

PhiNet-GAN: Bringing real-time face swapping to embedded devices. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (PerCom Workshops, 2023)

Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units. - Francesco Paissan; Davide Nadalini; Manuele Rusci; Alberto Ancilotto; Francesco Conti 001; Luca Benini; Elisabetta Farella (CVPR Workshops, 2024)

XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (DATE, 2024)

TinyVocos: Neural Vocoders on MCUs. - Stefano Ciapponi; Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (IS2, 2024)

Painting the Starry Night using XiNets. - Alberto Ancilotto; Elisabetta Farella (PerCom Workshops, 2024)

XimSwap: Many-to-Many Face Swapping for TinyML. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (ACM Trans. Embed. Comput. Syst., 2024)

Linear Transformers beat YOLO for Embedded Object Detection. - Alberto Ancilotto; Edoardo Castagnini; Elisabetta Farella (PerCom Workshops, 2025)

Tiny Neural Networks for Tiny IoT Devices. - Alberto Ancilotto; Elisabetta Farella (PerCom Workshops, 2025)