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Alexandre Sablayrolles
Alexandre Sablayrolles
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Title
Cited by
Cited by
Year
Training data-efficient image transformers & distillation through attention
H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou
International Conference on Machine Learning, 10347-10357, 2021
11982021
Going deeper with image transformers
H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou
Proceedings of the IEEE/CVF International Conference on Computer Vision, 32-42, 2021
2182021
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
A Sablayrolles, M Douze, Y Ollivier, C Schmid, H Jégou
International conference on Machine learning (ICML) 2019, 2019
1232019
How should we evaluate supervised hashing?
A Sablayrolles, M Douze, N Usunier, H Jégou
International Conference on Acoustics, Speech and Signal Processing (ICASSP …, 2017
962017
Large Memory Layers with Product Keys
G Lample, A Sablayrolles, MA Ranzato, L Denoyer, H Jégou
Advances in Neural Information Processing Systems (NeurIPS) 2019, 2019
802019
Spreading vectors for similarity search
A Sablayrolles, M Douze, C Schmid, H Jégou
International Conference on Learning Representations (ICLR) 2019, 2018
592018
Link and code: Fast indexing with graphs and compact regression codes
M Douze, A Sablayrolles, H Jégou
IEEE Conference on Computer Vision & Pattern Recognition (CVPR) 2018, 2018
282018
Radioactive data: tracing through training
A Sablayrolles, M Douze, C Schmid, H Jégou
International Conference on Machine Learning, 8326-8335, 2020
272020
Opacus: User-friendly differential privacy library in PyTorch
A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ...
arXiv preprint arXiv:2109.12298, 2021
252021
Grafit: Learning fine-grained image representations with coarse labels
H Touvron, A Sablayrolles, M Douze, M Cord, H Jégou
Proceedings of the IEEE/CVF International Conference on Computer Vision, 874-884, 2021
202021
Gradient-based adversarial attacks against text transformers
C Guo, A Sablayrolles, H Jégou, D Kiela
arXiv preprint arXiv:2104.13733, 2021
152021
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets
A Sablayrolles, M Douze, C Schmid, H Jégou
arXiv preprint arXiv:1809.06396, 2018
142018
On the importance of difficulty calibration in membership inference attacks
L Watson, C Guo, G Cormode, A Sablayrolles
arXiv preprint arXiv:2111.08440, 2021
52021
Fast indexing with graphs and compact regression codes on online social networks
M Douze, A Sablayrolles, H Jegou
US Patent 11,093,561, 2021
52021
Watermarking images in self-supervised latent spaces
P Fernandez, A Sablayrolles, T Furon, H Jégou, M Douze
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
Defending against Reconstruction Attacks with R\'enyi Differential Privacy
P Stock, I Shilov, I Mironov, A Sablayrolles
arXiv preprint arXiv:2202.07623, 2022
12022
Tatouage Numérique d'Images dans l'Espace Latent de Réseaux Auto-Supervisés
P Fernandez, A Sablayrolles, T Furon, H Jégou, M Douze
GRETSI 2022-Colloque Francophone de Traitement du Signal et des Images, 2022
2022
Optimal Membership Inference Bounds for Adaptive Composition of Sampled Gaussian Mechanisms
S Mahloujifar, A Sablayrolles, G Cormode, S Jha
arXiv preprint arXiv:2204.06106, 2022
2022
Nearest neighbor search with compact codes: A decoder perspective
K Amara, M Douze, A Sablayrolles, H Jégou
arXiv preprint arXiv:2112.09568, 2021
2021
Radioactive data generation
H Jegou, A Sablayrolles, M Douze
US Patent App. 16/831,248, 2021
2021
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