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Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting
2024 Avogaro, Andrea; Capogrosso, Luigi; Fummi, Franco; Cristani, Marco
Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection
2024 Capogrosso, Luigi; Girella, Federico; Taioli, Francesco; Chiara, Michele; Aqeel, Muhammad; Fummi, Franco; Setti, Francesco; Cristani, Marco
Enhancing Split Computing and Early Exit Applications through Predefined Sparsity
2024 Capogrosso, Luigi; Fraccaroli, Enrico; Petrozziello, Giulio; Setti, Francesco; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco
Learning-Enabled CPS for Edge-Cloud Computing
2024 Capogrosso, Luigi; Xu, Shengjie; Fraccaroli, Enrico; Cristani, Marco; Fummi, Franco; Chakraborty, Samarjit
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing
2024 Capogrosso, Luigi; Fraccaroli, Enrico; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco
SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation
2024 Capogrosso, Luigi; Toaiari, Andrea; Avogaro, Andrea; Khan, Uzair; Jivoji, Aditya; Fummi, Franco; Cristani, Marco
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge
2024 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; Di Cataldo, Santa; Fummi, Franco
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package
2023 Capogrosso, L; Geretti, L; Cristani, M; Fummi, F; Villa, T
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0
2023 Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco
Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line
2023 Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco
Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications
2023 Capogrosso, L; Cunico, F; Lora, M; Cristani, M; Fummi, F; Quaglia, D
Thermal Digital Twin of a Multi-Domain System for Discovering Mechanical Faulty Behaviors
2023 Tosoni, Francesco; Dall’Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco
Toward Smart Doors: A Position Paper
2023 Capogrosso, Luigi; Skenderi, Geri; Girella, Federico; Fummi, Franco; Cristani, Marco
Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments
2023 Turetta, Cristian; Skenderi, Geri; Capogrosso, Luigi; Demrozi, Florenc; Kindt, Philipp H.; Masrur, Alejandro; Fummi, Franco; Cristani, Marco; Pravadelli, Graziano
I-SPLIT: Deep Network Interpretability for Split Computing
2022 Cunico, Federico; Capogrosso, Luigi; Setti, Francesco; Carra, Damiano; Fummi, Franco; Cristani, Marco
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing
2022 Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Gaiardelli, Sebastiano; Spellini, Stefano; Calimera, Andrea; Beghi, Alessandro; Susto, Antonio; Fummi, Franco; Macii, Enrico; Vinco, Sara
DOHMO: Embedded Computer Vision in Co-Housing Scenarios
2021 Skenderi, G; Bozzini, A; Capogrosso, L; Agrillo, Ec; Perbellini, G; Fummi, F; Cristani, M
Multi-Discipline Fault Modeling with Verilog-AMS
2021 Dall'Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco
Functionality and Fault Modeling of a DC Motor with Verilog-AMS
2020 Dall'Ora, Nicola; Vinco, Sara; Fummi, Franco
A Unifying Flow to Ease Smart Systems Integration
2016 Lora, Michele; Vinco, Sara; Fummi, Franco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting / Avogaro, Andrea; Capogrosso, Luigi; Fummi, Franco; Cristani, Marco. - 15308:(2024), pp. 97-112. (Intervento presentato al convegno 27th International Conference on Pattern Recognition (ICPR 2024) tenutosi a Kolkata, West Bengal, India nel December 01 - 05, 2024) [10.1007/978-3-031-78186-5_7]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | 978-3-031-78186-5_7.pdf |
| Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection / Capogrosso, Luigi; Girella, Federico; Taioli, Francesco; Chiara, Michele; Aqeel, Muhammad; Fummi, Franco; Setti, Francesco; Cristani, Marco. - ELETTRONICO. - 2:(2024), pp. 409-416. (Intervento presentato al convegno 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications tenutosi a Rome, Italy nel 27 - 29 February, 2024) [10.5220/0012350400003660]. | 1-gen-2024 | Capogrosso, LuigiTaioli, FrancescoFummi, Franco + | - |
| Enhancing Split Computing and Early Exit Applications through Predefined Sparsity / Capogrosso, Luigi; Fraccaroli, Enrico; Petrozziello, Giulio; Setti, Francesco; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco. - ELETTRONICO. - (2024), pp. 1-8. (Intervento presentato al convegno 27th Forum on Specification and Design Languages (FDL) tenutosi a Stockholm (SWE) nel 04 - 06 September 2024) [10.1109/fdl63219.2024.10673767]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | Enhancing_Split_Computing_and_Early_Exit_Applications_through_Predefined_Sparsity.pdf |
| Learning-Enabled CPS for Edge-Cloud Computing / Capogrosso, Luigi; Xu, Shengjie; Fraccaroli, Enrico; Cristani, Marco; Fummi, Franco; Chakraborty, Samarjit. - ELETTRONICO. - (2024), pp. 132-139. (Intervento presentato al convegno 14th International Symposium on Industrial Embedded Systems (SIES) tenutosi a Chengdu (CHN) nel 23 - 25 October 2024) [10.1109/sies62473.2024.10767956]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | Learning-Enabled_CPS_for_Edge-Cloud_Computing.pdf |
| MTL-Split: Multi-Task Learning for Edge Devices using Split Computing / Capogrosso, Luigi; Fraccaroli, Enrico; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno DAC '24: 61st ACM/IEEE Design Automation Conference tenutosi a San Francisco, CA (USA) nel June 23 - 27, 2024) [10.1145/3649329.3655686]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | 3649329.3655686.pdf |
| SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation / Capogrosso, Luigi; Toaiari, Andrea; Avogaro, Andrea; Khan, Uzair; Jivoji, Aditya; Fummi, Franco; Cristani, Marco. - ELETTRONICO. - (2024), pp. 364-379. (Intervento presentato al convegno 27th International Conference on Pattern Recognition (ICPR 2024) tenutosi a Kolkata, West Bengal, India nel December 01 - 05) [10.1007/978-3-031-78444-6_24]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | - |
| VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge / Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; Di Cataldo, Santa; Fummi, Franco. - ELETTRONICO. - (2024). (Intervento presentato al convegno DAC '24: 61st ACM/IEEE Design Automation Conference tenutosi a San Francisco (USA) nel June 23-27, 2024) [10.1145/3649329.3655691]. | 1-gen-2024 | Mascolini, AlessioPonzio, FrancescoMacii, EnricoVinco, SaraDi Cataldo, SantaFummi, Franco + | 3649329.3655691.pdf; 2409.14816v2.pdf |
| HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package / Capogrosso, L; Geretti, L; Cristani, M; Fummi, F; Villa, T. - (2023), pp. 87-90. (Intervento presentato al convegno 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Tallinn (EST) nel May 3-5, 2023) [10.1109/DDECS57882.2023.10139480]. | 1-gen-2023 | Capogrosso, LFummi, FVilla, T + | HermesBDD_A_Multi-Core_and_Multi-Platform_Binary_Decision_Diagram_Package.pdf |
| Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0 / Capogrosso, Luigi; Mascolini, Alessio; Girella, Federico; Skenderi, Geri; Gaiardelli, Sebastiano; Dall'Ora, Nicola; Ponzio, Francesco; Fraccaroli, Enrico; DI CATALDO, Santa; Vinco, Sara; Macii, Enrico; Fummi, Franco; Cristani, Marco. - (2023), pp. 1-4. (Intervento presentato al convegno Forum on specification & Design Languages tenutosi a Turin, Italy nel 13-15 September 2023) [10.1109/FDL59689.2023.10272095]. | 1-gen-2023 | Luigi CapogrossoAlessio MascoliniFrancesco PonzioSanta Di CataldoSara VincoEnrico MaciiFranco Fummi + | WildAndCrazyIdea_FDL2023.pdf; Neuro-Symbolic_Empowered_Denoising_Diffusion_Probabilistic_Models_for_Real-Time_Anomaly_Detection_in_Industry_4.0_Wild-and-Crazy-Idea_Paper.pdf |
| Robotic Arm Dataset (RoAD): a Dataset to Support the Design and Test of Machine Learning-driven Anomaly Detection in a Production Line / Mascolini, Alessio; Gaiardelli, Sebastiano; Ponzio, Francesco; Dall’Ora, Nicola; Macii, Enrico; Vinco, Sara; DI CATALDO, Santa; Fummi, Franco. - ELETTRONICO. - (2023), pp. -7. (Intervento presentato al convegno The 49th Annual Conference of the IEEE Industrial Electronics Society tenutosi a Singapore, Singapore nel 16-19 October 2023) [10.1109/IECON51785.2023.10311726]. | 1-gen-2023 | Alessio MascoliniFrancesco PonzioEnrico MaciiSara VincoSanta Di CataldoFranco Fummi + | TAD_dataset.pdf; Robotic_Arm_Dataset_RoAD_A_Dataset_to_Support_the_Design_and_Test_of_Machine_Learning-Driven_Anomaly_Detection_in_a_Production_Line.pdf |
| Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications / Capogrosso, L; Cunico, F; Lora, M; Cristani, M; Fummi, F; Quaglia, D. - ELETTRONICO. - (2023), pp. 39-44. (Intervento presentato al convegno 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Tallinn (EST) nel May 3-5, 2023) [10.1109/DDECS57882.2023.10139711]. | 1-gen-2023 | Capogrosso, LFummi, FQuaglia, D + | Split-Et-Impera_A_Framework_for_the_Design_of_Distributed_Deep_Learning_Applications.pdf |
| Thermal Digital Twin of a Multi-Domain System for Discovering Mechanical Faulty Behaviors / Tosoni, Francesco; Dall’Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco. - ELETTRONICO. - (2023). (Intervento presentato al convegno IEEE International Conference on Industrial Informatics (INDIN 2023) tenutosi a Lemgo (DEU) nel 18-20 July 2023) [10.1109/INDIN51400.2023.10218266]. | 1-gen-2023 | Sara VincoFranco Fummi + | 2023_INDIN_Thermal_Faults-1.pdf; Thermal_Digital_Twin_of_a_Multi-Domain_System_for_Discovering_Mechanical_Faulty_Behaviors.pdf |
| Toward Smart Doors: A Position Paper / Capogrosso, Luigi; Skenderi, Geri; Girella, Federico; Fummi, Franco; Cristani, Marco. - ELETTRONICO. - 13644:(2023), pp. 660-673. (Intervento presentato al convegno 2nd International Workshop on Industrial Machine Learning @ 26TH International Conference on Pattern Recognition tenutosi a Montréal (CAN) nel August 21–25, 2022) [10.1007/978-3-031-37742-6_51]. | 1-gen-2023 | Capogrosso, LuigiFummi, Franco + | 978-3-031-37742-6_51.pdf |
| Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments / Turetta, Cristian; Skenderi, Geri; Capogrosso, Luigi; Demrozi, Florenc; Kindt, Philipp H.; Masrur, Alejandro; Fummi, Franco; Cristani, Marco; Pravadelli, Graziano. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno Design, Automation & Test in Europe Conference & Exhibition (DATE) tenutosi a Antwerp nel April 17-19, 2023) [10.23919/DATE56975.2023.10137260]. | 1-gen-2023 | Capogrosso, LuigiFummi, FrancoPravadelli, Graziano + | Towards_Deep_Learning-based_Occupancy_Detection_Via_WiFi_Sensing_in_Unconstrained_Environments.pdf |
| I-SPLIT: Deep Network Interpretability for Split Computing / Cunico, Federico; Capogrosso, Luigi; Setti, Francesco; Carra, Damiano; Fummi, Franco; Cristani, Marco. - (2022), pp. 2575-2581. (Intervento presentato al convegno 26th International Conference on Pattern Recognition (ICPR) tenutosi a Montréal Québec (CAN) nel August 21-25, 2022) [10.1109/icpr56361.2022.9956625]. | 1-gen-2022 | Luigi CapogrossoDamiano CarraFranco Fummi + | I-SPLIT_Deep_Network_Interpretability_for_Split_Computing.pdf |
| SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing / Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Gaiardelli, Sebastiano; Spellini, Stefano; Calimera, Andrea; Beghi, Alessandro; Susto, Antonio; Fummi, Franco; Macii, Enrico; Vinco, Sara. - (2022), pp. 1-6. (Intervento presentato al convegno IEEE Latin-American Test Symposium tenutosi a Montevideo (Uruguay) nel 5th - 8th September 2022) [10.1109/LATS57337.2022.9937011]. | 1-gen-2022 | Khaled Sidahmed Sidahmed AlaminYukai ChenAndrea CalimeraAlessandro BeghiFranco FummiEnrico MaciiSara Vinco + | LATS2022_CR_version (1).pdf; SMART-IC_Smart_Monitoring_and_Production_Optimization_for_Zero-waste_Semiconductor_Manufacturing.pdf |
| DOHMO: Embedded Computer Vision in Co-Housing Scenarios / Skenderi, G; Bozzini, A; Capogrosso, L; Agrillo, Ec; Perbellini, G; Fummi, F; Cristani, M. - 2021-September:(2021), pp. 01-08. (Intervento presentato al convegno Forum on Specification, Verification and Design Languages, FDL tenutosi a Antibes, France nel 08-10 September 2021) [10.1109/FDL53530.2021.9568372]. | 1-gen-2021 | Capogrosso, LFummi, F + | DOHMO_Embedded_Computer_Vision_in_Co-Housing_Scenarios.pdf |
| Multi-Discipline Fault Modeling with Verilog-AMS / Dall'Ora, Nicola; Fraccaroli, Enrico; Vinco, Sara; Fummi, Franco. - ELETTRONICO. - (2021), pp. 237-243. (Intervento presentato al convegno IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) tenutosi a Victoria, BC (Canada) nel 10-12 May 2021) [10.1109/ICPS49255.2021.9468133]. | 1-gen-2021 | Vinco, SaraFummi, Franco + | Multi-Discipline_Fault_Modeling_with_Verilog-AMS.pdf |
| Functionality and Fault Modeling of a DC Motor with Verilog-AMS / Dall'Ora, Nicola; Vinco, Sara; Fummi, Franco. - (2020), pp. 35-40. (Intervento presentato al convegno IEEE International Conference on Industrial Informatics (INDIN) tenutosi a Warwick, United Kingdom nel 20-23 July 2020) [10.1109/INDIN45582.2020.9442191]. | 1-gen-2020 | Sara VincoFranco Fummi + | 09442191.pdf |
| A Unifying Flow to Ease Smart Systems Integration / Lora, Michele; Vinco, Sara; Fummi, Franco. - ELETTRONICO. - (2016), pp. 113-120. (Intervento presentato al convegno International High-Level Design Validation and Test Workshop (HLDVT), 2016 tenutosi a Santa Cruz, California nel 7-8 Ottobre 2016) [10.1109/HLDVT.2016.7748264]. | 1-gen-2016 | VINCO, SARAFUMMI, FRANCO + | main.pdf; 07748264.pdf |