Alberto Ancilotto

20 papers A* 1A 1Misc 2Journal 4Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Contextual Convolutions for Scalable Forward-Only Learning on Tiny Devices.
ICCVW
Mehdi Abbassi, Alberto Ancilotto, Elisabetta Farella
2025 — conf
EHWGesture - A Dataset for Multimodal Understanding of Clinical Gestures.
ICCVW
Gianluca Amprimo, Alberto Ancilotto, Alessandro Savino, Fabio Quazzolo, Claudia Ferraris, Gabriella Olmo, Elisabetta Farella, Stefano Di Carlo
2025 J jnl
EHWGesture - A dataset for multimodal understanding of clinical gestures.
CoRR
Gianluca Amprimo, Alberto Ancilotto, Alessandro Savino, Fabio Quazzolo, Claudia Ferraris, Gabriella Olmo, Elisabetta Farella, Stefano Di Carlo
2025 Misc conf
Efficient Attention on Microcontrollers via Linearized Transformer Blocks.
ICIAP
Alberto Ancilotto, Edoardo Castagnini, Elisabetta Farella
2025 — conf
Linear Transformers beat YOLO for Embedded Object Detection.
PerCom Workshops
Alberto Ancilotto, Edoardo Castagnini, Elisabetta Farella
2025 — conf
Tiny Neural Networks for Tiny IoT Devices.
PerCom Workshops
Alberto Ancilotto, Elisabetta Farella
2024 — conf
Painting the Starry Night using XiNets.
PerCom Workshops
Alberto Ancilotto, Elisabetta Farella
2024 — conf
Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units.
CVPR Workshops
Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella
2024 — conf
TinyVocos: Neural Vocoders on MCUs.
IS2
Stefano Ciapponi, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
2024 A conf
XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers.
DATE
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
2024 J jnl
XimSwap: Many-to-Many Face Swapping for TinyML.
ACM Trans. Embed. Comput. Syst.
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
2023 — conf
Improving latency performance trade-off in keyword spotting applications at the edge.
IWASI
Francesco Paissan, Anisha Mohamed Sahabdeen, Alberto Ancilotto, Elisabetta Farella
2023 — conf
PhiNet-GAN: Bringing real-time face swapping to embedded devices.
PerCom Workshops
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
2023 A* conf
XiNet: Efficient Neural Networks for tinyML.
ICCV
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
2022 — conf
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge.
DCASE
Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen
2022 — conf
On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge.
PerCom Workshops
Alberto Ancilotto, Francesco Paissan, Elisabetta Farella
2022 — conf
Optimizing PhiNet architectures for the detection of urban sounds on low-end devices.
EUSIPCO
Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
2022 J jnl
PhiNets: A Scalable Backbone for Low-power AI at the Edge.
ACM Trans. Embed. Comput. Syst.
Francesco Paissan, Alberto Ancilotto, Elisabetta Farella
2022 Misc conf
Scalable Neural Architectures for End-to-End Environmental Sound Classification.
ICASSP
Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella
2021 J jnl
PhiNets: a scalable backbone for low-power AI at the edge.
CoRR
Francesco Paissan, Alberto Ancilotto, Elisabetta Farella