Archivio Istituzionale della RicercaMORRA, LIA
MORRA, LIA
Dipartimento di Automatica e Informatica
012819
A deep learning model to predict GNSS from InSAR data
2026 Caretto, Michelangelo; Alliegro, Antonio; Milazzo, Rosario; Aponte, Osmari; Gatti, Andrea; Realini, Eugenio; Morra, Lia; Tommasi, Tatiana
Fault tolerant multi-object tracking via temporal consistency filtering
2026 Milazzo, Rosario; Fosson, Sophie; Morra, Lia; Sterpone, Luca
NeSyLAD: A Neuro-Symbolic Approach for Unsupervised Logical Anomaly Detection
2026 Dahmardeh, Malihe; Saadatpour, Mohsen; Manigrasso, Francesco; Morra, Lia; Setti, Francesco
Explaining Concept Drift via Neuro-Symbolic Rules
2025 Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia
Analyzing the performance of Deep Learning-based techniques for Human Pose Estimation
2024 Boscolo, Federico; Lamberti, Fabrizio; Morra, Lia
EASTERN project: Earth observation models for weather event mitigation
2024 Bianco, Selene; Corcione, Valeria; Maragliano, Matteo; Chiara Rodi, Giovanna; Marangoni, Stefano; Morra, Lia; Tommasi, Tatiana; Alliegro, Antonio; Caretto, Michelangelo; Milazzo, Rosario; Aponte, Osmari; Gatti, Andrea; Realini, Eugenio
Enhancing Neuro-Symbolic Integration with Focal Loss: A Study on Logic Tensor Networks
2024 Piano, Luca; Manigrasso, Francesco; Russo, Alessandro; Morra, Lia
ESRA: A Neuro-Symbolic Relation Transformer for Autonomous Driving
2024 Russo, Alessandro; Morra, Lia; Lamberti, Fabrizio; Dimasi, PAOLO EMMANUEL ILARIO
Harnessing Foundation Models for Image Anonymization
2024 Piano, Luca; Basci, Pietro; Lamberti, Fabrizio; Morra, Lia
On the Fault Tolerance of Self-Supervised Training in Convolutional Neural Networks
2024 Milazzo, Rosario; De Marco, Vincenzo; De Sio, Corrado; Fosson, Sophie; Morra, Lia; Sterpone, Luca
Probing LLMs for logical reasoning
2024 Manigrasso, Francesco; Schouten, Stefan; Morra, Lia; Peter Bloem, And
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification
2023 Piano, Luca; Prattico', FILIPPO GABRIELE; Russo, ALESSANDRO SEBASTIAN; Lanari, Lorenzo; Morra, Lia; Lamberti, Fabrizio
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
Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matching
2023 Manigrasso, Francesco; Morra, Lia; Lamberti, Fabrizio
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers
2023 Dibitonto, Francesco; Garcea, Fabio; Panisson, André; Perotti, Alan; Morra, Lia
L-TReiD: Logic Tensor Transformer for Re-Identification
2023 Russo, Alessandro; Manigrasso, Francesco; Lamberti, Fabrizio; Morra, Lia
Toward a Realistic Benchmark for Out-of-Distribution Detection
2023 Recalcati, Pietro; Garcea, Fabio; Piano, Luca; Lamberti, Fabrizio; Morra, Lia
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning
2022 Martone, Simone; Manigrasso, Francesco; Lamberti, Fabrizio; Morra, Lia
Bridging the gap between Natural and Medical Images through Deep Colorization
2021 Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana
Faster-LTN: a neuro-symbolic, end-to-end object detection architecture
2021 Manigrasso, Francesco; Davide Miro, Filomeno; Morra, Lia; Lamberti, Fabrizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A deep learning model to predict GNSS from InSAR data / Caretto, M., Alliegro, A., Milazzo, R., Aponte, O., Gatti, A., Realini, E., Morra, L., Tommasi, T.. - ELETTRONICO. - 16169:(2026), pp. 339-351. (2nd International Workshop on Computer Vision for Environment Monitoring and Preservation Rome (Italy) 15-19 September 2025) [10.1007/978-3-032-11317-7_29]. | 1-gen-2026 | Caretto, MichelangeloAlliegro, AntonioMilazzo, RosarioMorra, LiaTommasi, Tatiana + | 978-3-032-11317-7_29.pdf; ICIAP_EASTERN_CVEMP2025.pdf |
| Fault tolerant multi-object tracking via temporal consistency filtering / Milazzo, R., Fosson, S., Morra, L., Sterpone, L.. - ELETTRONICO. - 16168:(2026), pp. 314-326. (23rd International Conference on Image Analysis and Processing (ICIAP) 2025 Rome (ITA) September 15–19, 2025) [10.1007/978-3-032-10192-1_26]. | 1-gen-2026 | Rosario MilazzoSophie FossonLia MorraLuca Sterpone | ICIAP.pdf; 978-3-032-10192-1_26.pdf |
| NeSyLAD: A Neuro-Symbolic Approach for Unsupervised Logical Anomaly Detection / Dahmardeh, M., Saadatpour, M., Manigrasso, F., Morra, L., Setti, F.. - ELETTRONICO. - 16168:(2026), pp. 598-610. (23rd International Conference on Image Analysis and Processing (ICIAP) Rome (ITA) September 15–19, 2025,) [10.1007/978-3-032-10192-1_50]. | 1-gen-2026 | Francesco ManigrassoLia Morra + | ICIAP_2025_Nesy_LAD (2).pdf; 978-3-032-10192-1_50.pdf |
| Explaining Concept Drift via Neuro-Symbolic Rules / Basci, P., Greco, S., Manigrasso, F., Cerquitelli, T., Morra, L.. - ELETTRONICO. - 4132:(2025), pp. 61-72. (European Workshop on Trustworthy AI (TRUST-AI) Bologna (ITA) 25-26 ottobre 2025). | 1-gen-2025 | Pietro BasciSalvatore GrecoFrancesco ManigrassoTania CerquitelliLia Morra | short54.pdf |
| Analyzing the performance of Deep Learning-based techniques for Human Pose Estimation / Boscolo, F., Lamberti, F., Morra, L.. - ELETTRONICO. - (2024), pp. 193-198. (IEEE International Workshop on Sport Technology and Research (STAR) Lecco (ITA) 08-10 July 2024) [10.1109/STAR62027.2024.10635956]. | 1-gen-2024 | Boscolo, FedericoLamberti, FabrizioMorra, Lia | Analyzing_the_Performance_of_Deep_Learning-based_Techniques_for_Human_Pose_Estimation.pdf |
| EASTERN project: Earth observation models for weather event mitigation / Bianco, S., Corcione, V., Maragliano, M., Chiara Rodi, G., Marangoni, S., Morra, L., Tommasi, T., Alliegro, A., Caretto, M., Milazzo, R., Aponte, O., Gatti, A., Realini, E.. - (2024), pp. 318-322. (SPAICE Conference on AI in and for Space London (UK) 17 – 19 September 2024) [10.5281/zenodo.13885605]. | 1-gen-2024 | Lia MorraTatiana TommasiAntonio AlliegroMichelangelo CarettoRosario Milazzo + | EASTERN project Earth observation models for weather event mitigation.pdf |
| Enhancing Neuro-Symbolic Integration with Focal Loss: A Study on Logic Tensor Networks / Piano, L., Manigrasso, F., Russo, A., Morra, L.. - STAMPA. - 14980:(2024), pp. 14-23. (18th International Conference on Neuro-symbolic Learning and Reasoning Barcelona (ESP) September 9–12, 2024) [10.1007/978-3-031-71170-1_2]. | 1-gen-2024 | Luca PianoFrancesco ManigrassoAlessandro RussoLia Morra | FocalLTN___NeSy24.pdf; 978-3-031-71170-1_2.pdf |
| ESRA: A Neuro-Symbolic Relation Transformer for Autonomous Driving / Russo, A., Morra, L., Lamberti, F., Dimasi, P.E.I.. - STAMPA. - (2024). (International Joint Conference on Neural Networks (IJCNN) 2024 Yokohama (JPN) 30 June 2024 - 05 July 2024) [10.1109/IJCNN60899.2024.10651426]. | 1-gen-2024 | Alessandro RussoLia MorraFabrizio LambertiPaolo Emmanuel Ilario Dimasi | IEEE_WCCI_2024.pdf; ESRA_a_Neuro-Symbolic_Relation_Transformer_for_Autonomous_Driving.pdf |
| Harnessing Foundation Models for Image Anonymization / Piano, L., Basci, P., Lamberti, F., Morra, L.. - ELETTRONICO. - (2024). (2024 IEEE Gaming, Entertainment, and Media Conference (GEM) Turin (ITA) 05-07 June 2024) [10.1109/GEM61861.2024.10585484]. | 1-gen-2024 | Luca PianoPietro BasciFabrizio LambertiLia Morra | 1571012047 final.pdf; 2024_Harnessing_Foundation_Models_for_Image_Anonymization.pdf |
| On the Fault Tolerance of Self-Supervised Training in Convolutional Neural Networks / Milazzo, R., De Marco, V., De Sio, C., Fosson, S., Morra, L., Sterpone, L.. - ELETTRONICO. - (2024), pp. 110-115. (27th International Symposium on Design and Diagnostics of Electronic Circuits and Systems Kielce (Polonia) 3-5 April 2024) [10.1109/DDECS60919.2024.10508923]. | 1-gen-2024 | Milazzo, RosarioDe Marco, VincenzoDe Sio, CorradoFosson, SophieMorra, LiaSterpone, Luca | 2024050425.pdf; On_the_Fault_Tolerance_of_Self-Supervised_Training_in_Convolutional_Neural_Networks.pdf |
| Probing LLMs for logical reasoning / Manigrasso, F., Schouten, S., Morra, L., Peter Bloem, A.. - ELETTRONICO. - 14979:(2024), pp. 257-278. (18th International Conference on Neuro-symbolic Learning and Reasoning Barcelona (ESP) September 9–12, 2024) [10.1007/978-3-031-71167-1_14]. | 1-gen-2024 | Francesco ManigrassoLia Morra + | LTNsAsProbes (3).pdf; 978-3-031-71167-1_14.pdf |
| Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification / Piano, L., Prattico', F.G., Russo, A.S., Lanari, L., Morra, L., Lamberti, F.. - STAMPA. - (2023), pp. 4870-4880. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 Waikoloa (USA) 03/01/2023 - 07/01/2023) [10.1109/WACV56688.2023.00486]. | 1-gen-2023 | Luca PianoFilippo Gabriele PratticòAlessandro RussoLia MorraFabrizio Lamberti + | WACV_2023_DamagedBikes.pdf; Piano_Bent__Broken_Bicycles_Leveraging_Synthetic_Data_for_Damaged_Object_WACV_2023_paper.pdf; Bent_amp_Broken_Bicycles_Leveraging_synthetic_data_for_damaged_object_re-identification.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 |
| Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matching / Manigrasso, F., Morra, L., Lamberti, F.. - ELETTRONICO. - 14234:(2023), pp. 456-467. (22nd International Conference on IMAGE ANALYSIS AND PROCESSING (ICIAP 2023) Udine 11-15 settembre 2023) [10.1007/978-3-031-43153-1_38]. | 1-gen-2023 | Francesco ManigrassoLia MorraFabrizio Lamberti | Fuzzy_Logic_Visual_Network__FLVN___ICIAP_2023__15_Luglio_.pdf; 978-3-031-43153-1_38.pdf |
| HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiers / Dibitonto, F., Garcea, F., Panisson, A., Perotti, A., Morra, L.. - ELETTRONICO. - 1902:(2023), pp. 475-498. (First World Conference on eXplainable Artificial Intelligence (xAI 2023) Lisbon (Portugal) July 26-28, 2023) [10.1007/978-3-031-44067-0_25]. | 1-gen-2023 | Francesco DibitontoFabio GarceaLia Morra + | HOLMES_XAI_WC_clean_source.pdf; 978-3-031-44067-0_25.pdf |
| L-TReiD: Logic Tensor Transformer for Re-Identification / Russo, A., Manigrasso, F., Lamberti, F., Morra, L.. - STAMPA. - (2023), pp. 345-357. (International Symposium on Visual Computing (ISVC) 2023 Lake Tahoe, Nevada, USA 16/10/2023 - 18/10/2023) [10.1007/978-3-031-47966-3_27]. | 1-gen-2023 | Alessandro RussoFrancesco ManigrassoFabrizio LambertiLia Morra | ISVC_2023.pdf; 978-3-031-47966-3_27.pdf |
| Toward a Realistic Benchmark for Out-of-Distribution Detection / Recalcati, P., Garcea, F., Piano, L., Lamberti, F., Morra, L.. - STAMPA. - (2023). (International Conference on Data Science and Advanced Analytics (DSAA 2023) Thessaloniki (GR) 09-13 October 2023) [10.1109/DSAA60987.2023.10302486]. | 1-gen-2023 | Pietro RecalcatiFabio GarceaLuca PianoFabrizio LambertiLia Morra | Toward_a_Realistic_Benchmark_for_Out-of-Distribution_Detection.pdf; FACETS_DSAA_Postprint.pdf |
| PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning / Martone, S., Manigrasso, F., Lamberti, F., Morra, L.. - STAMPA. - (2022), pp. 4427-4433. (26th International Conference on Pattern Recognition (ICPR 2022) Montreal 21-25 Agosto 2022) [10.1109/ICPR56361.2022.9956239]. | 1-gen-2022 | Simone MartoneFrancesco ManigrassoFabrizio LambertiLia Morra | 2022_Martone_ICPR_Final_without_Appendix.pdf; Martone_PROTOtypical_Logic_Tensor_Networks_PROTO-LTN_for_Zero_Shot_Learning.pdf |
| Bridging the gap between Natural and Medical Images through Deep Colorization / Morra, L., Piano, L., Lamberti, F., Tommasi, T.. - STAMPA. - (2021), pp. 835-842. (25th International Conference on Pattern Recognition, ICPR 2020 Milano (Italy) 10-15 gennaio 2021) [10.1109/ICPR48806.2021.9412444]. | 1-gen-2021 | Lia MorraLuca PianoFabrizio LambertiTatiana Tommasi | 09412444.pdf; 2005.10589.pdf |
| Faster-LTN: a neuro-symbolic, end-to-end object detection architecture / Manigrasso, F., Davide Miro, F., Morra, L., Lamberti, F.. - STAMPA. - 12892:(2021), pp. 40-52. (30th International Conference on Artificial Neural Networks (ICANN 2021) Fully online event 14-17 September 2021) [10.1007/978-3-030-86340-1_4]. | 1-gen-2021 | Francesco ManigrassoLia MorraFabrizio Lamberti + | End_to_end_training_with_Logic_Tensor_Network__Clean_final_version_.pdf; Manigrasso2021_Chapter_Faster-LTNANeuro-SymbolicEnd-t.pdf |