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Pablo Piantanida
Pablo Piantanida
International Laboratory on Learning Systems & Quebec AI Institute - Mila, CNRS & CentraleSupelec
Adresse e-mail validée de cnrs.fr - Page d'accueil
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Année
On the optimality of uncoded cache placement
K Wan, D Tuninetti, P Piantanida
2016 IEEE Information Theory Workshop (ITW), 161-165, 2016
293*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
2232021
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
2052020
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
1922020
Best information is most successful
E De Chérisey, S Guilley, O Rioul, P Piantanida
Cryptology ePrint Archive, 2019
1082019
On caching with more users than files
K Wan, D Tuninetti, P Piantanida
2016 IEEE International Symposium on Information Theory (ISIT), 135-139, 2016
1032016
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
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
842013
Learning anonymized representations with adversarial neural networks
C Feutry, P Piantanida, Y Bengio, P Duhamel
arXiv preprint arXiv:1802.09386, 2018
772018
A novel estimator of mutual information for learning to disentangle textual representations
P Colombo, C Clavel, P Piantanida
arXiv preprint arXiv:2105.02685, 2021
732021
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
662015
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
522021
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
502021
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
492022
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
482022
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
482020
Beyond mahalanobis distance for textual ood detection
P Colombo, E Dadalto, G Staerman, N Noiry, P Piantanida
Advances in Neural Information Processing Systems 35, 17744-17759, 2022
452022
Realistic evaluation of transductive few-shot learning
O Veilleux, M Boudiaf, P Piantanida, I Ben Ayed
Advances in Neural Information Processing Systems 34, 9290-9302, 2021
452021
Igeood: An information geometry approach to out-of-distribution detection
EDC Gomes, F Alberge, P Duhamel, P Piantanida
arXiv preprint arXiv:2203.07798, 2022
442022
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