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Alex Lamb

Université de Montréal

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Publication

Featured researches published by Alex Lamb.

international conference on learning representations | 2017

Adversarially Learned Inference

Vincent Dumoulin; Ishmael Belghazi; Ben Poole; Alex Lamb; Martín Arjovsky; Olivier Mastropietro; Aaron C. Courville

neural information processing systems | 2016

Professor Forcing: A New Algorithm for Training Recurrent Networks

Alex Lamb; Anirudh Goyal; Ying Zhang; Saizheng Zhang; Aaron C. Courville; Yoshua Bengio

arXiv: Machine Learning | 2016

Discriminative Regularization for Generative Models

Alex Lamb; Vincent Dumoulin; Aaron C. Courville

arXiv: Machine Learning | 2015

Variance Reduction in SGD by Distributed Importance Sampling

Guillaume Alain; Alex Lamb; Chinnadhurai Sankar; Aaron C. Courville; Yoshua Bengio

arXiv: Machine Learning | 2018

Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer.

Vikas Verma; Alex Lamb; Christopher Beckham; Aaron C. Courville; Ioannis Mitliagkas; Yoshua Bengio

arXiv: Machine Learning | 2018

Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations.

Alex Lamb; Jonathan Binas; Anirudh Goyal; Dmitriy Serdyuk; Sandeep Subramanian; Ioannis Mitliagkas; Yoshua Bengio

neural information processing systems | 2017

GibbsNet: Iterative Adversarial Inference for Deep Graphical Models

Alex Lamb; R Devon Hjelm; Yaroslav Ganin; Joseph Paul Cohen; Aaron C. Courville; Yoshua Bengio

Archive | 2017

The Variational Walkback Algorithm

Anirudh Goyal; Nan Rosemary Ke; Alex Lamb; Yoshua Bengio

arXiv: Machine Learning | 2018

Manifold Mixup: Learning Better Representations by Interpolating Hidden States.

Vikas Verma; Alex Lamb; Christopher Beckham; Amir Najafi; Aaron C. Courville; Ioannis Mitliagkas; Yoshua Bengio

Archive | 2018

Learning Generative Models with Locally Disentangled Latent Factors

Brady Neal; Alex Lamb; Sherjil Ozair; Devon R. Hjelm; Aaron C. Courville; Yoshua Bengio; Ioannis Mitliagkas

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Collaboration

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Aaron C. Courville

Université de Montréal

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Yoshua Bengio

Université de Montréal

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Anirudh Goyal

Université de Montréal

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Ioannis Mitliagkas

University of Texas at Austin

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Christopher Beckham

École Polytechnique de Montréal

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Vincent Dumoulin

Université de Montréal

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Chris Pal

École Polytechnique de Montréal

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Dmitriy Serdyuk

Université de Montréal

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Guillaume Alain

Université de Montréal

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Joelle Pineau

McGill University

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