Dottorato in Intelligenza Artificiale , 37o ciclo (2021-2024)
Dottorato concluso nel 2025
Tesi:
Learning-Based Methods for Enabling On-Edge, Accurate, Sustainable, and Human-Centered Intelligent Manufacturing (Abstract)
Tutori:
Marco CristaniFranco FummiPubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Capogrosso, Luigi (2025)
Learning-Based Methods for Enabling On-Edge, Accurate, Sustainable, and Human-Centered Intelligent Manufacturing. relatore: CRISTANI, MARCO; FUMMI, FRANCO; , 37. XXXVII Ciclo, P.: 210
Doctoral Thesis - Avogaro, Andrea; Capogrosso, Luigi; Fummi, Franco; Cristani, Marco (2025)
Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting. In: 27th International Conference on Pattern Recognition (ICPR 2024), Kolkata, West Bengal, India, December 01 - 05, 2024, pp. 97-112. ISSN 0302-9743. ISBN: 9783031781858
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Toaiari, Andrea; Avogaro, Andrea; Khan, Uzair; Jivoji, Aditya; Fummi, ... (2025)
SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation. In: 27th International Conference on Pattern Recognition (ICPR 2024), Kolkata, West Bengal, India, December 01 - 05, 2024, pp. 364-379. ISSN 0302-9743. ISBN: 9783031784439
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Girella, Federico; Taioli, Francesco; Chiara, Michele; Aqeel, ... (2024)
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. In: 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Rome, Italy, 27 - 29 February, 2024, pp. 409-416. ISBN: 978-989-758-679-8
Contributo in Atti di Convegno (Proceeding) - Cunico, Federico; Aldegheri, Stefano; Avogaro, Andrea; Boldo, Michele; Bombieri, Nicola; ... (2024)
Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study. In: IEEE ACCESS, vol. 12, pp. 154570-154599. ISSN 2169-3536
Contributo su Rivista - Capogrosso, Luigi; Fraccaroli, Enrico; Petrozziello, Giulio; Setti, Francesco; ... (2024)
Enhancing Split Computing and Early Exit Applications through Predefined Sparsity. In: 27th Forum on Specification and Design Languages (FDL), Stockholm (SWE), 04 - 06 September 2024, pp. 1-8. ISBN: 979-8-3315-0457-1
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Xu, Shengjie; Fraccaroli, Enrico; Cristani, Marco; Fummi, Franco; ... (2024)
Learning-Enabled CPS for Edge-Cloud Computing. In: 14th International Symposium on Industrial Embedded Systems (SIES), Chengdu (CHN), 23 - 25 October 2024, pp. 132-139. ISBN: 979-8-3503-8863-3
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Fraccaroli, Enrico; Chakraborty, Samarjit; Fummi, Franco; Cristani, ... (2024)
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing. In: DAC '24: 61st ACM/IEEE Design Automation Conference, San Francisco, CA (USA), June 23 - 27, 2024, pp. 1-6. ISBN: 979-8-4007-0601-1
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Cunico, Federico; Cheng, Dong Seon; Fummi, Franco; Cristani, Marco (2024)
A Machine Learning-Oriented Survey on Tiny Machine Learning. In: IEEE ACCESS, vol. 12, pp. 23406-23426. ISSN 2169-3536
Contributo su Rivista - Girella, Federico; Liu, Ziyue; Fummi, Franco; Setti, Francesco; Cristani, Marco; ... (2024)
Leveraging Latent Diffusion Models for Training-Free in-Distribution Data Augmentation for Surface Defect Detection. In: International Conference on Content-Based Multimedia Indexing (CBMI), Reykjavik, Iceland, 18-20 September 2024, pp. 1-7. ISBN: 979-8-3503-7844-3
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, ... (2023)
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0. In: Forum on specification & Design Languages, Turin, Italy, 13-15 September 2023, pp. 1-4. ISBN: 979-8-3503-0737-5
Contributo in Atti di Convegno (Proceeding) - Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; ... (2023)
Designing Logic Tensor Networks for Visual Sudoku puzzle classification. In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023), Certosa di Pontignano, Siena (Italia), July 3-5, 2023, pp. 223-232. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Cunico, Federico; Capogrosso, Luigi; Castellini, Alberto; Setti, Francesco; Pluchino, ... (2023)
The Post-pandemic Effects on IoT for Safety: The Safe Place Project. In: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp (BEL), April 17-19, 2023, pp. 1-4. ISBN: 978-3-9819263-7-8
Contributo in Atti di Convegno (Proceeding) - Turetta, Cristian; Skenderi, Geri; Capogrosso, Luigi; Demrozi, Florenc; Kindt, Philipp ... (2023)
Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments. In: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, April 17-19, 2023, pp. 1-6. ISBN: 978-3-9819263-7-8
Contributo in Atti di Convegno (Proceeding) - Capogrosso, Luigi; Skenderi, Geri; Girella, Federico; Fummi, Franco; Cristani, Marco (2023)
Toward Smart Doors: A Position Paper. In: 2nd International Workshop on Industrial Machine Learning @ 26TH International Conference on Pattern Recognition, Montréal (CAN), August 21–25, 2022, pp. 660-673. ISSN 0302-9743. ISBN: 978-3-031-37741-9
Contributo in Atti di Convegno (Proceeding) - Capogrosso, L; Cunico, F; Lora, M; Cristani, M; Fummi, F; Quaglia, D (2023)
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications. In: 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Tallinn (EST), May 3-5, 2023, pp. 39-44. ISSN 2334-3133. ISBN: 979-8-3503-3277-3
Contributo in Atti di Convegno (Proceeding) - Capogrosso, L; Geretti, L; Cristani, M; Fummi, F; Villa, T (2023)
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package. In: 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Tallinn (EST), May 3-5, 2023, pp. 87-90. ISSN 2334-3133. ISBN: 979-8-3503-3277-3
Contributo in Atti di Convegno (Proceeding) - Cunico, Federico; Capogrosso, Luigi; Setti, Francesco; Carra, Damiano; Fummi, Franco; ... (2022)
I-SPLIT: Deep Network Interpretability for Split Computing. In: 26th International Conference on Pattern Recognition (ICPR), Montréal Québec (CAN), August 21-25, 2022, pp. 2575-2581. ISSN 1051-4651. ISBN: 978-1-6654-9062-7
Contributo in Atti di Convegno (Proceeding) - Skenderi, G; Bozzini, A; Capogrosso, L; Agrillo, Ec; Perbellini, G; Fummi, F; Cristani, M (2021)
DOHMO: Embedded Computer Vision in Co-Housing Scenarios. In: Forum on Specification, Verification and Design Languages, FDL, Antibes, France, 08-10 September 2021, pp. 01-08. ISSN 1636-9874. ISBN: 978-1-6654-1825-6
Contributo in Atti di Convegno (Proceeding)