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Tackling Data Challenges in Computer Vision
2025 Piano, Luca
Drift Detection for Black Box Deep Learning Models
2024 Piano, Luca; Garcea, Fabio; Cavallone, Andrea; Aparicio Vazquez, Ignacio; Morra, Lia; Lamberti, Fabrizio
Enhancing Neuro-Symbolic Integration with Focal Loss: A Study on Logic Tensor Networks
2024 Piano, Luca; Manigrasso, Francesco; Russo, Alessandro; Morra, Lia
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives
2024 Morra, Lia; Santangelo, Antonio; Basci, Pietro; Piano, Luca; Garcea, Fabio; Lamberti, Fabrizio; Leone, Massimo
Harnessing Foundation Models for Image Anonymization
2024 Piano, Luca; Basci, Pietro; Lamberti, Fabrizio; Morra, Lia
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
Toward a Realistic Benchmark for Out-of-Distribution Detection
2023 Recalcati, Pietro; Garcea, Fabio; Piano, Luca; Lamberti, Fabrizio; Morra, Lia
Detecting drift in deep learning: A methodology primer
2022 Piano, Luca; Garcea, Fabio; Gatteschi, Valentina; Lamberti, Fabrizio; Morra, Lia
Bridging the gap between Natural and Medical Images through Deep Colorization
2021 Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Tackling Data Challenges in Computer Vision / Piano, Luca. - (2025 Jul 22), pp. 1-116. [10.13121/polito/porto/3002606] | 22-lug-2025 | PIANO, LUCA | conv_upload.pdf; conv_luca_piano_dissertation_sintesi.pdf |
| Drift Detection for Black Box Deep Learning Models / Piano, L., Garcea, F., Cavallone, A., Aparicio Vazquez, I., Morra, L., Lamberti, F.. - In: IT PROFESSIONAL. - ISSN 1520-9202. - 26:2(2024), pp. 24-31. [10.1109/MITP.2023.3338007] | 1-gen-2024 | Luca PianoFabio GarceaLia MorraFabrizio Lamberti + | ITPro_Drift_Detection_Extension_Last (1).pdf; Drift_Detection_for_Black-Box_Deep_Learning_Models.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 |
| For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives / Morra, Lia; Santangelo, Antonio; Basci, Pietro; Piano, Luca; Garcea, Fabio; Lamberti, Fabrizio; Leone, Massimo. - In: COMPUTER VISION AND IMAGE UNDERSTANDING. - ISSN 1077-3142. - 249:(2024). [10.1016/j.cviu.2024.104187] | 1-gen-2024 | Lia MorraAntonio SantangeloPietro BasciLuca PianoFabio GarceaFabrizio Lamberti + | 1-s2.0-S1077314224002686-main.pdf |
| Harnessing Foundation Models for Image Anonymization / Piano, Luca; Basci, Pietro; Lamberti, Fabrizio; Morra, Lia. - 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 |
| 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 |
| 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 |
| Detecting drift in deep learning: A methodology primer / Piano, L., Garcea, F., Gatteschi, V., Lamberti, F., Morra, L.. - In: IT PROFESSIONAL. - ISSN 1520-9202. - 24:5(2022), pp. 53-60. [10.1109/MITP.2022.3191318] | 1-gen-2022 | Piano, LucaGarcea, FabioGatteschi, ValentinaLamberti, FabrizioMorra, Lia | ITPro_Drift_Detection_Last.pdf; Piano_Detecting_Drift_in_Deep_Learning_A_Methodology_Primer.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 |