Alex Lamb

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Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARDirección de correo verificada de umontreal.ca
Anirudh GoyalGoogle DeepMind, Mila, Université de MontréalDirección de correo verificada de umontreal.ca
Vikas VermaAalto University/ MILA/ Google BrainDirección de correo verificada de google.com
Kenji KawaguchiPresidential Young Professor, National University of SingaporeDirección de correo verificada de nus.edu.sg
Asanobu KitamotoNational Institute of InformaticsDirección de correo verificada de nii.ac.jp
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairDirección de correo verificada de umontreal.ca
Tarin ClanuwatSakana AIDirección de correo verificada de sakana.ai
Juho KannalaAssociate Professor, Aalto University & University of Oulu, FinlandDirección de correo verificada de aalto.fi
Ioannis (Yannis) MitliagkasAssociate Professor at Mila, University of MontréalDirección de correo verificada de iro.umontreal.ca
Michael MozerGoogle DeepMind; University of ColoradoDirección de correo verificada de colorado.edu
Christopher BeckhamInstitut Québécois d'Intelligence ArtificielleDirección de correo verificada de polymtl.ca
Mikel Bober-IrizarUniversity of Cambridge & University of SurreyDirección de correo verificada de surrey.ac.uk
Amir NajafiAssistant Professor, Computer Engineering Dept. at Sharif University of TechnologyDirección de correo verificada de sharif.edu
David Lopez-PazFAIR at MetaDirección de correo verificada de fb.com
Mohamed Ishmael BelghaziMontreal Institute for Learning AlgorithmsDirección de correo verificada de mila.quebec
Vincent DumoulinResearch ScientistDirección de correo verificada de google.com
Aniket DidolkarMILA - Quebec AI InstituteDirección de correo verificada de mila.quebec
David HaSakana AIDirección de correo verificada de sakana.ai
Sergey LevineUC Berkeley, Physical IntelligenceDirección de correo verificada de eecs.berkeley.edu
Riashat IslamResearch ScientistDirección de correo verificada de mail.mcgill.ca

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Alex Lamb

Microsoft Research (NYC), Université de Montréal, Google Brain, Amazon, Twitch PhD Fellow

Dirección de correo verificada de microsoft.com - Página principal

Machine Learning Forecasting Computer Vision Recurrent Neural Networks Generative Models


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Adversarially learned inference V Dumoulin, I Belghazi, B Poole, O Mastropietro, A Lamb, M Arjovsky, ... arXiv preprint arXiv:1606.00704, 2016	1909	2016
Manifold mixup: Better representations by interpolating hidden states A Lamb, V Verma, C Beckham, A Najafi, I Mitliagkas, A Courville, ... International Conference on Machine Learning (ICML) 2019, and arXiv preprint …, 2018	1633*	2018
Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ... arXiv e-prints, arXiv: 1605.02688, 2016	1230*	2016
Interpolation consistency training for semi-supervised learning V Verma, A Lamb, J Kannala, Y Bengio, D Lopez-Paz International Joint Conference on Artificial Intelligence (IJCAI) 2019, and …, 2019	908	2019
Deep learning for classical japanese literature T Clanuwat, M Bober-Irizar, A Kitamoto, A Lamb, K Yamamoto, D Ha arXiv preprint arXiv:1812.01718, 2018	804	2018
Professor forcing: A new algorithm for training recurrent networks A Lamb, A Goyal, Y Zhang, S Zhang, AC Courville, Y Bengio Advances in neural information processing systems 29, 4601-4609, 2016	781	2016
Separating fact from fear: Tracking flu infections on twitter A Lamb, M Paul, M Dredze Proceedings of the 2013 Conference of the North American Chapter of the …, 2013	394	2013
Recurrent independent mechanisms A Goyal, A Lamb, J Hoffmann, S Sodhani, S Levine, Y Bengio, ... arXiv preprint arXiv:1909.10893, 2019	377	2019
Variance reduction in sgd by distributed importance sampling G Alain, A Lamb, C Sankar, A Courville, Y Bengio arXiv preprint arXiv:1511.06481, 2015	241	2015
Graphmix: Improved training of gnns for semi-supervised learning V Verma, M Qu, K Kawaguchi, A Lamb, Y Bengio, J Kannala, J Tang Proceedings of the AAAI conference on artificial intelligence 35 (11), 10024 …, 2021	191	2021
Interpolated adversarial training: Achieving robust neural networks without sacrificing too much accuracy A Lamb, V Verma, J Kannala, Y Bengio Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019	118	2019
KuroNet: Regularized Residual U-Nets for End-to-End Kuzushiji Character Recognition A Lamb, T Clanuwat, A Kitamoto Springer Nature Computer Science and ICDAR 2019 (Oral), 2020	111*	2020
Coordination among neural modules through a shared global workspace A Goyal, A Didolkar, A Lamb, K Badola, NR Ke, N Rahaman, J Binas, ... arXiv preprint arXiv:2103.01197, 2021	103	2021
Discriminative Regularization for Generative Models A Lamb, V Dumoulin, A Courville DeepVision Workshop (CVPR), 2016	86	2016
On adversarial mixup resynthesis C Beckham, S Honari, V Verma, AM Lamb, F Ghadiri, RD Hjelm, Y Bengio, ... Advances in neural information processing systems 32, 2019	81	2019
Learning to combine top-down and bottom-up signals in recurrent neural networks with attention over modules S Mittal, A Lamb, A Goyal, V Voleti, M Shanahan, G Lajoie, M Mozer, ... International Conference on Machine Learning, 6972-6986, 2020	79	2020
State-reification networks: Improving generalization by modeling the distribution of hidden representations A Lamb, J Binas, A Goyal, S Subramanian, I Mitliagkas, D Kazakov, ... International Conference on Machine Learning (ICML) 2019, 2019	69*	2019
Object files and schemata: Factorizing declarative and procedural knowledge in dynamical systems A Goyal, A Lamb, P Gampa, P Beaudoin, S Levine, C Blundell, Y Bengio, ... arXiv preprint arXiv:2006.16225, 2020	68*	2020
Discrete-Valued Neural Communication D Liu, A Lamb, K Kawaguchi, A Goyal, C Sun, MC Mozer, Y Bengio arXiv preprint arXiv:2107.02367, 2021	57	2021
Guaranteed discovery of controllable latent states with multi-step inverse models A Lamb, R Islam, Y Efroni, A Didolkar, D Misra, D Foster, L Molu, R Chari, ... arXiv preprint arXiv:2207.08229, 2022	39*	2022

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