Emanuele Ledda

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Machine Learning Systems

Video Surveillance

Top Venues

Publications

J. DeMarchi, R. Rijken, J. Melrose, B. Madahar, Giorgio Fumera, Fabio Roli, Emanuele Ledda, Metin Aktas, Frank Kurth, Paul M. Baggenstoss, Björn Pelzer, L. Kanestad
Evaluation of Robustness Metrics for Defense of Machine Learning Systems. ICMCIS (2023)
Emanuele Ledda, Giorgio Fumera, Fabio Roli
Dropout injection at test time for post hoc uncertainty quantification in neural networks. Inf. Sci. 645 (2023)
Emanuele Ledda, Giorgio Fumera, Fabio Roli
Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks. CoRR (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. ICCV (Workshops) (2023)
Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks. ICIAP Workshops (1) (2023)
Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting. ICIAP (2) (2023)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
Trustworthy AI in Video Surveillance: The IMMAGINA Project. Ital-IA (2023)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
Adversarial Attacks Against Uncertainty Quantification. CoRR (2023)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
On the Evaluation of Video-Based Crowd Counting Models. ICIAP (3) (2022)
Emanuele Ledda, Lucio Davide Spano
Applying Long-Short Term Memory Recurrent Neural Networks for Real-Time Stroke Recognition. EICS (2021)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera
How Realistic Should Synthetic Images Be for Training Crowd Counting Models? CAIP (2) (2021)