עקוב אחר
Pablo Piantanida
Pablo Piantanida
International Laboratory on Learning Systems & Quebec AI Institute - Mila, CNRS & CentraleSupelec
כתובת אימייל מאומתת בדומיין cnrs.fr - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
On the optimality of uncoded cache placement‏
K Wan, D Tuninetti, P Piantanida‏
2016 IEEE Information Theory Workshop (ITW), 161-165, 2016‏
301*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
2262021
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
2202020
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
2052020
Best information is most successful‏
E De Chérisey, S Guilley, O Rioul, P Piantanida‏
Cryptology ePrint Archive, 2019‏
1152019
On caching with more users than files‏
K Wan, D Tuninetti, P Piantanida‏
2016 IEEE International Symposium on Information Theory (ISIT), 135-139, 2016‏
1062016
Secure multiterminal source coding with side information at the eavesdropper‏
J Villard, P Piantanida‏
IEEE Transactions on Information Theory 59 (6), 3668-3692, 2013‏
103*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
832013
A novel estimator of mutual information for learning to disentangle textual representations‏
P Colombo, C Clavel, P Piantanida‏
arXiv preprint arXiv:2105.02685, 2021‏
782021
Learning anonymized representations with adversarial neural networks‏
C Feutry, P Piantanida, Y Bengio, P Duhamel‏
arXiv preprint arXiv:1802.09386, 2018‏
772018
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
66*2012
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
652015
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
562021
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
552022
Automatic text evaluation through the lens of Wasserstein barycenters‏
P Colombo, G Staerman, C Clavel, P Piantanida‏
arXiv preprint arXiv:2108.12463, 2021‏
552021
Igeood: An information geometry approach to out-of-distribution detection‏
EDC Gomes, F Alberge, P Duhamel, P Piantanida‏
arXiv preprint arXiv:2203.07798, 2022‏
542022
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
532022
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
512022
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
492021
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
492020
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מאמרים 1–20