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Gradient-based Adversarial Attacks against Text Transformers


Apr 15, 2021
Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela


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Going deeper with Image Transformers


Apr 07, 2021
Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou


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Training data-efficient image transformers & distillation through attention


Jan 15, 2021
Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou


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Grafit: Learning fine-grained image representations with coarse labels


Nov 25, 2020
Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou


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Radioactive data: tracing through training


Feb 03, 2020
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou


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White-box vs Black-box: Bayes Optimal Strategies for Membership Inference


Aug 29, 2019
Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier, Cordelia Schmid, Hervé Jégou


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Large Memory Layers with Product Keys


Jul 10, 2019
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou


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Déjà Vu: an empirical evaluation of the memorization properties of ConvNets


Sep 17, 2018
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou


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A neural network catalyzer for multi-dimensional similarity search


Jun 08, 2018
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou


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Link and code: Fast indexing with graphs and compact regression codes


Apr 27, 2018
Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou


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How should we evaluate supervised hashing?


Aug 10, 2017
Alexandre Sablayrolles, Matthijs Douze, Hervé Jégou, Nicolas Usunier


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