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2020 – today
- 2024
[j2]Alberto Ancilotto
, Francesco Paissan, Elisabetta Farella:
XimSwap: Many-to-Many Face Swapping for TinyML. ACM Trans. Embed. Comput. Syst. 23(3): 49:1-49:16 (2024)- [c12]Alberto Ancilotto, Francesco Paissan, Elisabetta Farella:
XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers. DATE 2024: 1-6 - [c11]Francesco Paissan, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Audio Classifiers. ICML 2024 - [c10]Matteo Tremonti, Davide Dalle Pezze, Francesco Paissan, Elisabetta Farella, Gian Antonio Susto:
An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning. PerCom Workshops 2024: 690-695 - [i9]Francesco Paissan, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Audio Classifiers. CoRR abs/2403.13086 (2024) - [i8]Francesco Paissan, Luca Della Libera, Mirco Ravanelli, Cem Subakan:
Listenable Maps for Zero-Shot Audio Classifiers. CoRR abs/2405.17615 (2024) - [i7]Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève:
Open-Source Conversational AI with SpeechBrain 1.0. CoRR abs/2407.00463 (2024) - 2023
- [c9]Alberto Ancilotto, Francesco Paissan, Elisabetta Farella:
XiNet: Efficient Neural Networks for tinyML. ICCV 2023: 16922-16931 - [c8]Francesco Paissan, Anisha Mohamed Sahabdeen, Alberto Ancilotto, Elisabetta Farella:
Improving latency performance trade-off in keyword spotting applications at the edge. IWASI 2023: 299-304 - [c7]Alberto Ancilotto, Francesco Paissan, Elisabetta Farella:
PhiNet-GAN: Bringing real-time face swapping to embedded devices. PerCom Workshops 2023: 677-682 - [i6]Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti:
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR abs/2303.03005 (2023) - [i5]Cem Subakan, Francesco Paissan, Mirco Ravanelli:
Posthoc Interpretation via Quantization. CoRR abs/2303.12659 (2023) - [i4]Francesco Paissan, Zhepei Wang, Mirco Ravanelli, Paris Smaragdis, Cem Subakan:
Audio Editing with Non-Rigid Text Prompts. CoRR abs/2310.12858 (2023) - [i3]Francesco Paissan, Elisabetta Farella:
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models. CoRR abs/2311.14517 (2023) - 2022
- [j1]Francesco Paissan, Alberto Ancilotto, Elisabetta Farella:
PhiNets: A Scalable Backbone for Low-power AI at the Edge. ACM Trans. Embed. Comput. Syst. 21(5): 53:1-53:18 (2022) - [c6]Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, Tuomas Virtanen:
Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. DCASE 2022 - [c5]Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella:
Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. EUSIPCO 2022: 1121-1125 - [c4]Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella:
Scalable Neural Architectures for End-to-End Environmental Sound Classification. ICASSP 2022: 641-645 - [c3]Alberto Ancilotto, Francesco Paissan, Elisabetta Farella:
On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge. PerCom Workshops 2022: 497-502 - [c2]Francesco Paissan, Velu Prabhakar Kumaravel, Elisabetta Farella:
Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals. SAS 2022: 1-6 - 2021
- [i2]Francesco Paissan, Massimo Gottardi, Elisabetta Farella:
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT. CoRR abs/2102.01340 (2021) - [i1]Francesco Paissan, Alberto Ancilotto, Elisabetta Farella:
PhiNets: a scalable backbone for low-power AI at the edge. CoRR abs/2110.00337 (2021)
2010 – 2019
- 2019
- [c1]Francesco Paissan, Gianmarco Cerutti, Massimo Gottardi, Elisabetta Farella:
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. IWASI 2019: 91-96
Coauthor Index
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