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Samy Bengio

Google Research

Continuous Soft Pseudo-Labeling in ASR


Nov 11, 2022
Tatiana Likhomanenko, Ronan Collobert, Navdeep Jaitly, Samy Bengio


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Continuous Pseudo-Labeling from the Start


Oct 17, 2022
Dan Berrebbi, Ronan Collobert, Samy Bengio, Navdeep Jaitly, Tatiana Likhomanenko

* under review 

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Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures


May 26, 2022
Emmanuel Abbe, Samy Bengio, Elisabetta Cornacchia, Jon Kleinberg, Aryo Lotfi, Maithra Raghu, Chiyuan Zhang

* 28 pages, 8 figures 

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Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization


Jul 27, 2021
Chiyuan Zhang, Maithra Raghu, Jon Kleinberg, Samy Bengio


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Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding


Jun 23, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


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Learnable Fourier Features for Multi-DimensionalSpatial Positional Encoding


Jun 05, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


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Training cascaded networks for speeded decisions using a temporal-difference loss


Feb 19, 2021
Michael L. Iuzzolino, Michael C. Mozer, Samy Bengio


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NeurIPS 2020 Competition: Predicting Generalization in Deep Learning


Dec 14, 2020
Yiding Jiang, Pierre Foret, Scott Yak, Daniel M. Roy, Hossein Mobahi, Gintare Karolina Dziugaite, Samy Bengio, Suriya Gunasekar, Isabelle Guyon, Behnam Neyshabur

* 20 pages, 2 figures. Accepted for NeurIPS 2020 Competitions Track. Lead organizer: Yiding Jiang 

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Data Augmentation via Structured Adversarial Perturbations


Nov 05, 2020
Calvin Luo, Hossein Mobahi, Samy Bengio


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Characterising Bias in Compressed Models


Oct 06, 2020
Sara Hooker, Nyalleng Moorosi, Gregory Clark, Samy Bengio, Emily Denton


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