On the optimality of uncoded cache placement K Wan, D Tuninetti, P Piantanida 2016 IEEE Information Theory Workshop (ITW), 161-165, 2016 | 281* | 2016 |
Few-shot segmentation without meta-learning: A good transductive inference is all you need? M Boudiaf, H Kervadec, ZI Masud, P Piantanida, I Ben Ayed, J Dolz Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 202 | 2021 |
Information maximization for few-shot learning M Boudiaf, I Ziko, J Rony, J Dolz, P Piantanida, I Ben Ayed Advances in Neural Information Processing Systems 33, 2445-2457, 2020 | 186 | 2020 |
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses M Boudiaf, J Rony, IM Ziko, E Granger, M Pedersoli, P Piantanida, ... European conference on computer vision, 548-564, 2020 | 173 | 2020 |
On caching with more users than files K Wan, D Tuninetti, P Piantanida 2016 IEEE International Symposium on Information Theory (ISIT), 135-139, 2016 | 101 | 2016 |
Secure multiterminal source coding with side information at the eavesdropper J Villard, P Piantanida IEEE Transactions on Information Theory 59 (6), 3668-3692, 2013 | 101* | 2013 |
Best information is most successful E De Chérisey, S Guilley, O Rioul, P Piantanida Cryptology ePrint Archive, 2019 | 97 | 2019 |
Secrecy degrees of freedom of MIMO broadcast channels with delayed CSIT S Yang, M Kobayashi, P Piantanida, S Shamai IEEE Transactions on Information Theory 59 (9), 5244-5256, 2013 | 84 | 2013 |
Learning anonymized representations with adversarial neural networks C Feutry, P Piantanida, Y Bengio, P Duhamel arXiv preprint arXiv:1802.09386, 2018 | 77 | 2018 |
A novel estimator of mutual information for learning to disentangle textual representations P Colombo, C Clavel, P Piantanida arXiv preprint arXiv:2105.02685, 2021 | 70 | 2021 |
On fundamental trade-offs of device-to-device communications in large wireless networks A Altieri, P Piantanida, LR Vega, CG Galarza IEEE Transactions on Wireless Communications 14 (9), 4958-4971, 2015 | 66 | 2015 |
Bounds on the capacity of the relay channel with noncausal state at the source A Zaidi, S Shamai, P Piantanida, L Vandendorpe IEEE Transactions on Information Theory 59 (5), 2639-2672, 2012 | 65* | 2012 |
Automatic text evaluation through the lens of Wasserstein barycenters P Colombo, G Staerman, C Clavel, P Piantanida arXiv preprint arXiv:2108.12463, 2021 | 49 | 2021 |
A differential entropy estimator for training neural networks G Pichler, PJA Colombo, M Boudiaf, G Koliander, P Piantanida International Conference on Machine Learning, 17691-17715, 2022 | 44 | 2022 |
Real-time privacy-preserving data release for smart meters M Shateri, F Messina, P Piantanida, F Labeau IEEE Transactions on Smart Grid 11 (6), 5174-5183, 2020 | 44 | 2020 |
On the outage capacity of a practical decoder accounting for channel estimation inaccuracies P Piantanida, SMS Sadough, P Duhamel IEEE transactions on communications 57 (5), 1341-1350, 2009 | 44* | 2009 |
Doctor: A simple method for detecting misclassification errors F Granese, M Romanelli, D Gorla, C Palamidessi, P Piantanida Advances in Neural Information Processing Systems 34, 5669-5681, 2021 | 42 | 2021 |
Infolm: A new metric to evaluate summarization & data2text generation PJA Colombo, C Clavel, P Piantanida Proceedings of the AAAI conference on artificial intelligence 36 (10), 10554 …, 2022 | 41 | 2022 |
Igeood: An information geometry approach to out-of-distribution detection EDC Gomes, F Alberge, P Duhamel, P Piantanida arXiv preprint arXiv:2203.07798, 2022 | 39 | 2022 |
The role of the information bottleneck in representation learning M Vera, P Piantanida, LR Vega 2018 IEEE international symposium on information theory (ISIT), 1580-1584, 2018 | 39 | 2018 |