Archivio Istituzionale della RicercaCAPOGROSSO, LUIGI
CAPOGROSSO, LUIGI
Dipartimento di Automatica e Informatica
091484
Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting
2025 Avogaro, Andrea; Capogrosso, Luigi; Fummi, Franco; Cristani, Marco
SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation
2025 Capogrosso, Luigi; Toaiari, Andrea; Avogaro, Andrea; Khan, Uzair; Jivoji, Aditya; 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
Leveraging Latent Diffusion Models for Training-Free in-Distribution Data Augmentation for Surface Defect Detection
2024 Girella, Federico; Liu, Ziyue; Fummi, Franco; Setti, Francesco; Cristani, Marco; Capogrosso, Luigi
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing
2024 Capogrosso, Luigi; Fraccaroli, Enrico; Chakraborty, Samarjit; Fummi, Franco; Cristani, Marco
Designing Logic Tensor Networks for Visual Sudoku puzzle classification
2023 Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara
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
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
The Post-pandemic Effects on IoT for Safety: The Safe Place Project
2023 Cunico, Federico; Capogrosso, Luigi; Castellini, Alberto; Setti, Francesco; Pluchino, Patrik; Zordan, Filippo; Santus, Valeria; Spagnolli, Anna; Cordibella, Stefano; Gennari, Giambattista; Borgo, Mauro; Sozza, Alberto; Troiano, Stefano; Flor, Roberto; Zanella, Andrea; Farinelli, Alessandro; Gamberini, Luciano; Cristani, Marco
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
DOHMO: Embedded Computer Vision in Co-Housing Scenarios
2021 Skenderi, G; Bozzini, A; Capogrosso, L; Agrillo, Ec; Perbellini, G; Fummi, F; Cristani, M
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Dif4FF: Leveraging Multimodal Diffusion Models and Graph Neural Networks for Accurate New Fashion Product Performance Forecasting / Avogaro, A., Capogrosso, L., Fummi, F., Cristani, M.. - 15308:(2025), pp. 97-112. (27th International Conference on Pattern Recognition (ICPR 2024) Kolkata, West Bengal, India December 01 - 05, 2024) [10.1007/978-3-031-78186-5_7]. | 1-gen-2025 | Capogrosso, LuigiFummi, Franco + | 978-3-031-78186-5_7.pdf |
| SITUATE: Indoor Human Trajectory Prediction Through Geometric Features and Self-supervised Vision Representation / Capogrosso, L., Toaiari, A., Avogaro, A., Khan, U., Jivoji, A., Fummi, F., Cristani, M.. - ELETTRONICO. - 15316:(2025), pp. 364-379. (27th International Conference on Pattern Recognition (ICPR 2024) Kolkata, West Bengal, India December 01 - 05, 2024) [10.1007/978-3-031-78444-6_24]. | 1-gen-2025 | Capogrosso, LuigiFummi, Franco + | 978-3-031-78444-6_24.pdf |
| Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection / Capogrosso, L., Girella, F., Taioli, F., Chiara, M., Aqeel, M., Fummi, F., Setti, F., Cristani, M.. - ELETTRONICO. - 2:(2024), pp. 409-416. (19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications Rome, Italy 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, L., Fraccaroli, E., Petrozziello, G., Setti, F., Chakraborty, S., Fummi, F., Cristani, M.. - ELETTRONICO. - (2024), pp. 1-8. (27th Forum on Specification and Design Languages (FDL) Stockholm (SWE) 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, L., Xu, S., Fraccaroli, E., Cristani, M., Fummi, F., Chakraborty, S.. - ELETTRONICO. - (2024), pp. 132-139. (14th International Symposium on Industrial Embedded Systems (SIES) Chengdu (CHN) 23 - 25 October 2024) [10.1109/sies62473.2024.10767956]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | Learning-Enabled_CPS_for_Edge-Cloud_Computing.pdf |
| Leveraging Latent Diffusion Models for Training-Free in-Distribution Data Augmentation for Surface Defect Detection / Girella, F., Liu, Z., Fummi, F., Setti, F., Cristani, M., Capogrosso, L.. - ELETTRONICO. - (2024), pp. 1-7. (International Conference on Content-Based Multimedia Indexing (CBMI) Reykjavik, Iceland 18-20 September 2024) [10.1109/cbmi62980.2024.10858875]. | 1-gen-2024 | Liu, ZiyueFummi, FrancoCapogrosso, Luigi + | Leveraging_Latent_Diffusion_Models_for_Training-Free_in-Distribution_Data_Augmentation_for_Surface_Defect_Detection.pdf |
| MTL-Split: Multi-Task Learning for Edge Devices using Split Computing / Capogrosso, L., Fraccaroli, E., Chakraborty, S., Fummi, F., Cristani, M.. - ELETTRONICO. - (2024), pp. 1-6. (DAC '24: 61st ACM/IEEE Design Automation Conference San Francisco, CA (USA) June 23 - 27, 2024) [10.1145/3649329.3655686]. | 1-gen-2024 | Capogrosso, LuigiFummi, Franco + | 3649329.3655686.pdf |
| Designing Logic Tensor Networks for Visual Sudoku puzzle classification / Morra, L., Azzari, A., Bergamasco, L., Braga, M., Capogrosso, L., Delrio, F., DI GIACOMO, G., Eiraudo, S., Ghione, G., Giudice, R., Koudounas, A., Piano, L., REGE CAMBRIN, D., Risso, M., Rondina, M., Russo, A.S., Russo, M., Taioli, F., Vaiani, L., Vercellino, C.. - ELETTRONICO. - 3432:(2023), pp. 223-232. (17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) Certosa di Pontignano, Siena (Italia) July 3-5, 2023). | 1-gen-2023 | Lia MorraAlberto AzzariLetizia BergamascoMarco BragaLuigi CapogrossoFederico DelrioGiuseppe Di GiacomoSimone EiraudoGiorgia GhioneRocco GiudiceAlkis KoudounasLuca PianoDaniele Rege CambrinMatteo RissoMarco RondinaAlessandro RussoMarco RussoFrancesco TaioliLorenzo VaianiChiara Vercellino | NeSy_workshop_Visual_Sudoku.pdf; paper19.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. (26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) Tallinn (EST) 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, L., Mascolini, A., Girella, F., Skenderi, G., Gaiardelli, S., Dall'Ora, N., Ponzio, F., Fraccaroli, E., DI CATALDO, S., Vinco, S., Macii, E., Fummi, F., Cristani, M.. - (2023), pp. 1-4. (Forum on specification & Design Languages Turin, Italy 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 |
| 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. (26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) Tallinn (EST) 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 |
| The Post-pandemic Effects on IoT for Safety: The Safe Place Project / Cunico, F., Capogrosso, L., Castellini, A., Setti, F., Pluchino, P., Zordan, F., Santus, V., Spagnolli, A., Cordibella, S., Gennari, G., Borgo, M., Sozza, A., Troiano, S., Flor, R., Zanella, A., Farinelli, A., Gamberini, L., Cristani, M.. - ELETTRONICO. - (2023), pp. 1-4. (Design, Automation & Test in Europe Conference & Exhibition (DATE) Antwerp (BEL) April 17-19, 2023) [10.23919/DATE56975.2023.10136924]. | 1-gen-2023 | Capogrosso, Luigi + | The_Post-pandemic_Effects_on_IoT_for_Safety_The_Safe_Place_Project.pdf |
| Toward Smart Doors: A Position Paper / Capogrosso, L., Skenderi, G., Girella, F., Fummi, F., Cristani, M.. - ELETTRONICO. - 13644:(2023), pp. 660-673. (2nd International Workshop on Industrial Machine Learning @ 26TH International Conference on Pattern Recognition Montréal (CAN) 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, C., Skenderi, G., Capogrosso, L., Demrozi, F., Kindt, P.H., Masrur, A., Fummi, F., Cristani, M., Pravadelli, G.. - ELETTRONICO. - (2023), pp. 1-6. (Design, Automation & Test in Europe Conference & Exhibition (DATE) Antwerp 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, F., Capogrosso, L., Setti, F., Carra, D., Fummi, F., Cristani, M.. - (2022), pp. 2575-2581. (26th International Conference on Pattern Recognition (ICPR) Montréal Québec (CAN) 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 |
| DOHMO: Embedded Computer Vision in Co-Housing Scenarios / Skenderi, G., Bozzini, A., Capogrosso, L., Agrillo, E.c., Perbellini, G., Fummi, F., Cristani, M.. - 2021-September:(2021), pp. 01-08. (Forum on Specification, Verification and Design Languages, FDL Antibes, France 08-10 September 2021) [10.1109/FDL53530.2021.9568372]. | 1-gen-2021 | Capogrosso, LFummi, F + | DOHMO_Embedded_Computer_Vision_in_Co-Housing_Scenarios.pdf |