| A survey and taxonomy of loss functions in machine learning L Ciampiconi, A Elwood, M Leonardi, A Mohamed, A Rozza arXiv preprint arXiv:2301.05579, 2023 | 32 | 2023 |
| Composition and style attributes guided image aesthetic assessment L Celona, M Leonardi, P Napoletano, A Rozza IEEE Transactions on Image Processing 31, 5009-5024, 2022 | 29 | 2022 |
| Training efficient semantic segmentation CNNs on multiple datasets M Leonardi, D Mazzini, R Schettini Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019 | 10 | 2019 |
| Modeling image aesthetics through aesthetics-related attributes M Leonardi, P Napoletano, A Rozza, R Schettini London Imaging Meeting 2, 11-15, 2021 | 7 | 2021 |
| No reference, opinion unaware image quality assessment by anomaly detection M Leonardi, P Napoletano, R Schettini, A Rozza Sensors 21 (3), 994, 2021 | 7 | 2021 |
| Image memorability using diverse visual features and soft attention M Leonardi, L Celona, P Napoletano, S Bianco, R Schettini, F Manessi, ... Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019 | 6 | 2019 |
| A survey and taxonomy of loss functions in machine learning. arXiv 2023 L Ciampiconi, A Elwood, M Leonardi, A Mohamed, A Rozza arXiv preprint arXiv:2301.05579, 0 | 5 | |
| UVS: underwater visual SLAM—a robust monocular visual SLAM system for lifelong underwater operations M Leonardi, A Stahl, EF Brekke, M Ludvigsen Autonomous Robots 47 (8), 1367-1385, 2023 | 3 | 2023 |
| A Primal-Dual Online Learning Approach for Dynamic Pricing of Sequentially Displayed Complementary Items under Sale Constraints FE Stradi, F Cipriani, L Ciampiconi, M Leonardi, A Rozza, N Gatti arXiv preprint arXiv:2407.05793, 2024 | 1 | 2024 |
| Maximum entropy exploration in contextual bandits with neural networks and energy based models A Elwood, M Leonardi, A Mohamed, A Rozza Entropy 25 (2), 188, 2023 | 1 | 2023 |
| A General Purpose Method for Image Collection Summarization and Exploration M Leonardi, P Napoletano, A Rozza, R Schettini International Conference on Image Analysis and Processing, 74-85, 2023 | | 2023 |
| Designing and Improving Techniques f or Underwater Visual SLAM and Obstacle Avoidance M Leonardi NTNU, 2023 | | 2023 |
| Image Collection Management using Convolutional Neural Networks M Leonardi Università degli Studi di Milano-Bicocca, 2022 | | 2022 |
