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Tremonti, Matteo; Dalle Pezze, Davide; Paissan, Francesco; Farella, Elisabetta; Antonio Susto, Gian,An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning,2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),2024
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Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,XiNet-pose: Extremely lightweight pose detection for microcontrollers,2024 Design, Automation and Test in Europe Conference,2024
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Ancilotto, Alberto; Farella, Elisabetta,Painting the Starry Night using XiNets,2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),2024
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Paissan, Francesco; Lecca, Michela; Passerone, Roberto; Farella, Elisabetta; Gottardi, Massimo,HDR vision sensor with neuro-memristive skin detection for edge computing,in «JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION»,vol. 41,n. 6,2024, pp. 1009-1018
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Paissan, Francesco; Nadalini, Davide; Rusci, Manuele; Ancilotto, Alberto; Conti, Francesco; Benini, Luca; Farella, Elisabetta,Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units,Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops,2024, pp. 2172-2181
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Paissan, Francesco; Della Libera, Luca; Wang, Zhepei; Ravanelli, Mirco; Smaragdis, Paris; Subakan, Cem,Audio Editing with Non-Rigid Text Prompts,INTERSPEECH 2024,2024
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Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,XimSwap: many-to-many face swapping for TinyML,in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,2023
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Kumaravel, Velu Prabhakar; Pale, Una; Teijeiro, Tomas; Farella, Elisabetta; Alonso, David Atienza,Knowledge Distillation-based Channel Reduction for Wearable EEG Applications,in «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS»,2023
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Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),IEEE,2023, pp. 677-682
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Paissan, Francesco; Sahabdeen, Anisha Mohamed; Ancilotto, Alberto; Farella, Elisabetta,2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),IEEE,2023, pp. 299-304
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Leoni, Elia; Osman, Anas; Steccanella, Andrea; Gonnella, Pierpaolo; Darin, Marco; Murphy, Amy L.; Farella, Elisabetta,2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),IEEE,2023, pp. 27-32
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Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,2023 IEEE/CVF International Conference on Computer Vision (ICCV),IEEE/CVF,2023, pp. 16922-16931
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Kumaravel, Velu Prabhakar; Farella, Elisabetta,2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),IEEE,2023, pp. 2508-2514
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Abritta Costa, I.; Budano, A.; Burlac, N.; Paissan, F.; Salamanna, G.; Tagnani, D.,in «JOURNAL OF INSTRUMENTATION»,vol. 18,n. 09,2023
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Paissan, Francesco; Ancilotto, Alberto; Farella, Elisabetta,PhiNets: a scalable backbone for low-power AI at the edge,in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,2022
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Leoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L.,in «EPJ DATA SCIENCE»,vol. 11,n. 1,2022
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Cerutti, Gianmarco; Cavigelli, Lukas; Andri, Renzo; Magno, Michele; Farella, Elisabetta; Benini, Luca,in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS»,2022, pp. 1-11
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Kumaravel, Velu Prabhakar; Farella, Elisabetta; Parise, Eugenio; Buiatti, Marco,in «DEVELOPMENTAL COGNITIVE NEUROSCIENCE»,vol. 54,2022, pp. 101068-
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Trobinger, Matteo; de Albuquerque Gleizer, Gabriel; Istomin, Timofei; Mazo, Manuel; Murphy, Amy L.; Picco, Gian Pietro,The Wireless Control Bus: Enabling Efficient Multi-Hop Event-Triggered Control with Concurrent Transmissions,in «ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS»,vol. 6,n. 1,2022, pp. 1-29
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Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),IEEE,2022, pp. 497-502