EMANUELE LEDDA

Dottorando

ciclo: XXXVII
email:
edificio: L (Università degli Studi di Cagliari, Dipartimento di Ingegneria Elettrica ed Elettronica)
stanza: IAL_TB




supervisore: Fabio Roli
co-supervisore: Giorgio Fumera

Ricerca: Trustworthy AI Through Uncertainty Quantification

Produzione scientifica

11573/1690456 - 2023 - BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
Ledda, E.; Delussu, R.; Putzu, L.; Fumera, G.; Roli, F. - 04b Atto di convegno in volume
congresso: Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (ita)
libro: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-43152-4; 978-3-031-43153-1)

11573/1690355 - 2023 - Adversarial Attacks Against Uncertainty Quantification
Ledda, Emanuele; Angioni, Daniele; Piras, Giorgio; Fumera, Giorgio; Biggio, Battista; Roli, Fabio - 04b Atto di convegno in volume
congresso: International Conference on Computer Vision (ICCV) Workshops, 2023 (Parigi)
libro: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023 - ()

11573/1690455 - 2023 - Dropout injection at test time for post hoc uncertainty quantification in neural networks
Ledda, Emanuele; Fumera, Giorgio; Roli, Fabio - 01a Articolo in rivista
rivista: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 119356- - issn: 0020-0255 - wos: WOS:001040240900001 (2) - scopus: 2-s2.0-85164292348 (2)

11573/1690457 - 2023 - Trustworthy AI in Video Surveillance: The IMMAGINA Project
Ledda, Emanuele; Putzu, Lorenzo; Delussu, Rita; Fumera, Giorgio; Roli, Fabio - 04b Atto di convegno in volume
congresso: Ital-IA 2023: 3rd National Conference on Artificial Intelligence (Pisa)
libro: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshopsco-located with the 3rd {CINI} National Lab {AIIS} Conference on ArtificialIntelligence (Ital {IA} 2023), Pisa, Italy, May 29-30, 2023 - ()

11573/1671729 - 2022 - On the Evaluation of Video-Based Crowd Counting Models
Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F. - 04b Atto di convegno in volume
congresso: 21st International Conference on Image Analysis and Processing (Lecce; Italy)
libro: Image Analysis and Processing – ICIAP 2022 - (978-3-031-06432-6; 978-3-031-06433-3)

11573/1671723 - 2021 - Applying Long-Short Term Memory Recurrent Neural Networks for Real-Time Stroke Recognition
Ledda, E.; Spano, L. D. - 04b Atto di convegno in volume
congresso: 13th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2021 (nld)
libro: EICS 2021 - Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems - (9781450384490)

11573/1671712 - 2021 - How Realistic Should Synthetic Images Be for Training Crowd Counting Models?
Ledda, Emanuele; Putzu, Lorenzo; Delussu, Rita; Loddo, Andrea; Fumera, Giorgio - 04b Atto di convegno in volume
congresso: 19th International Conference on Computer Analysis of Images and Patterns (Nicosia, Cyprus (Virtual))
libro: Computer Analysis of Images and Patterns - (978-3-030-89130-5; 978-3-030-89131-2)

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