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Emanuele Ledda
Emanuele Ledda
Ph.D. Student in Artificial Intelligence, University of Genova
在 edu.unige.it 的电子邮件经过验证 - 首页
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引用次数
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Dropout injection at test time for post hoc uncertainty quantification in neural networks
E Ledda, G Fumera, F Roli
Information Sciences 645, 119356, 2023
102023
How realistic should synthetic images be for training crowd counting models?
E Ledda, L Putzu, R Delussu, A Loddo, G Fumera
Computer Analysis of Images and Patterns: 19th International Conference …, 2021
42021
Adversarial Attacks Against Uncertainty Quantification
E Ledda, D Angioni, G Piras, G Fumera, B Biggio, F Roli
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
22023
Applying Long-Short Term Memory Recurrent Neural Networks for Real-Time Stroke Recognition
E Ledda, LD Spano
Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive …, 2021
22021
Evaluation of Robustness Metrics for Defense of Machine Learning Systems
J DeMarchi, R Rijken, J Melrose, B Madahar, G Fumera, F Roli, E Ledda, ...
2023 International Conference on Military Communications and Information …, 2023
12023
On the evaluation of video-based crowd counting models
E Ledda, L Putzu, R Delussu, G Fumera, F Roli
International Conference on Image Analysis and Processing, 301-311, 2022
12022
On the Robustness of Adversarial Training Against Uncertainty Attacks
E Ledda, G Scodeller, D Angioni, G Piras, AE Cinà, G Fumera, B Biggio, ...
arXiv preprint arXiv:2410.21952, 2024
2024
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks
R Delussu, L Putzu, E Ledda, G Fumera
International Conference on Image Analysis and Processing, 330-342, 2023
2023
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
E Ledda, R Delussu, L Putzu, G Fumera, F Roli
International Conference on Image Analysis and Processing, 307-319, 2023
2023
Trustworthy AI in Video Surveillance: The IMMAGINA Project.
E Ledda, L Putzu, R Delussu, G Fumera, F Roli
Ital-IA, 371-376, 2023
2023
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