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Alexandre Sablayrolles
Alexandre Sablayrolles
Meta AI
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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
59812021
Diego de las Casas
AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot
Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, Lélio …, 2023
11162023
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
9682021
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
3172019
Opacus: User-friendly differential privacy library in PyTorch
A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ...
NeurIPS 2021 Privacy workshop (PriML), 2021
2742021
Mistral 7B
AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot, D Casas, ...
arXiv preprint arXiv:2310.06825, 2023
2692023
Diego de las Casas, Emma Bou Hanna, Florian Bressand, et al. 2024. Mixtral of experts
AQ Jiang, A Sablayrolles, A Roux, A Mensch, B Savary, C Bamford, ...
arXiv preprint arXiv:2401.04088, 0
206
Gradient-based adversarial attacks against text transformers
C Guo, A Sablayrolles, H Jégou, D Kiela
arXiv preprint arXiv:2104.13733, 2021
1332021
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
1272019
Mixtral of experts
AQ Jiang, A Sablayrolles, A Roux, A Mensch, B Savary, C Bamford, ...
arXiv preprint arXiv:2401.04088, 2024
1242024
How should we evaluate supervised hashing?
A Sablayrolles, M Douze, N Usunier, H Jégou
International Conference on Acoustics, Speech and Signal Processing (ICASSP …, 2017
1032017
Spreading vectors for similarity search
A Sablayrolles, M Douze, C Schmid, H Jégou
International Conference on Learning Representations (ICLR) 2019, 2018
1002018
Casas
AQ Jiang, A Sablayrolles, A Mensch, C Bamford, DS Chaplot
D. dl, Bressand, F., Lengyel, G., Lample, G., Saulnier, L., et al. Mistral 7b, 2023
872023
On the importance of difficulty calibration in membership inference attacks
L Watson, C Guo, G Cormode, A Sablayrolles
International Conference on Learning Representations (ICLR) 2022, 2021
772021
Radioactive data: tracing through training
A Sablayrolles, M Douze, C Schmid, H Jégou
International Conference on Machine Learning, 8326-8335, 2020
722020
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
712021
Training data-efficient image transformers & distillation through attention. arXiv 2020
H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou
arXiv preprint arXiv:2012.12877, 2020
652020
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
472018
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
462022
Tan without a burn: Scaling laws of dp-sgd
T Sander, P Stock, A Sablayrolles
International Conference on Machine Learning, 29937-29949, 2023
332023
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