| Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation VN Dang, F Galati, R Cortese, G Di Giacomo, V Marconetto, P Mathur, ... Medical Image Analysis 75, 102263, 2022 | 27 | 2022 |
| Matching DNN compression and cooperative training with resources and data availability F Malandrino, G Di Giacomo, A Karamzade, M Levorato, CF Chiasserini IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 7 | 2023 |
| Efficient distributed DNNs in the mobile-edge-cloud continuum F Malandrino, CF Chiasserini, G Di Giacomo IEEE/ACM Transactions on Networking 31 (4), 1702-1716, 2022 | 5 | 2022 |
| Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum F Malandrino, CF Chiasserini, G Di Giacomo 2022 17th Wireless On-Demand Network Systems and Services Conference (WONS), 1-4, 2022 | 4 | 2022 |
| Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification. L Morra, A Azzari, L Bergamasco, M Braga, L Capogrosso, F Delrio, ... NeSy, 223-232, 2023 | 2 | 2023 |
| Edge-assisted gossiping learning: Leveraging v2v communications between connected vehicles G Di Giacomo, J Härri, CF Chiasserini 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 2 | 2022 |
| Dependable Distributed Training of Compressed Machine Learning Models F Malandrino, G Di Giacomo, M Levorato, CF Chiasserini arXiv preprint arXiv:2402.14346, 2024 | | 2024 |
| DiMViS: Diffusion-based Multi-View Synthesis G Di Giacomo, G Franzese, T Cerquitelli, CF Chiasserini, P Michiardi ICML 2024 Workshop on Structured Probabilistic Inference & Generative …, 2024 | | 2024 |
| Generosity Pays Off: A Game-Theoretic Study of Cooperation in Decentralized Learning G Di Giacomo, F Malandrino, CF Chiasserini IEEE ICC 2024 Workshop on Edge Learning over 5G Mobile Networks and Beyond, 2024 | | 2024 |
| Multi-View Latent Diffusion G Di Giacomo, G Franzese, T Cerquitelli, CF Chiasserini, P Michiardi 2023 IEEE International Conference on Big Data (BigData), 6152-6154, 2023 | | 2023 |
| Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training F Malandrino, G Di Giacomo, A Karamzade, M Levorato, CF Chiasserini IEEE/ACM Transactions on Networking, 2023 | | 2023 |
| Data-Driven Road Hazard Detection for Automated Driving G Di Giacomo Politecnico di Torino, 2021 | | 2021 |
