Alex Lamb - AI Profile

Information

Ph.D

Universite de Montreal

Experience

Education

Bio

Research Interests: -How the brain works. -Limitations in neural networks, especially those that coincide with things that humans do well. -History and language.

Research Interests

Papers8 papers

Sort

By YearBy Citation

Add Paper

Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers

Alex Lamb,Anirudh Goyal, Agnieszka Słowik,Michael Mozer,Philippe Beaudoin,Yoshua Bengio

AISTATS, pp.919-927, (2021)

EIBibtex

Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments

Anirudh Goyal,Alex Lamb, Phanideep Gampa,Philippe Beaudoin,Charles Blundell,Sergey Levine,Yoshua Bengio, Michael Curtis Mozer

ICLR, (2021)

EIBibtex

Adversarial Mixup Resynthesizers

Christopher Beckham,Sina Honari,Alex Lamb,Vikas Verma, Farnoosh Ghadiri,R. Devon Hjelm,Christopher J. Pal

DGS@ICLR, (2019)

Cited by9EIBibtex

Manifold Mixup: Better Representations by Interpolating Hidden States

Vikas Verma,Alex Lamb, Christopher Beckham,Amir Najafi,Ioannis Mitliagkas,Aaron Courville,David Lopez-Paz,Yoshua Bengio

arXiv: Machine Learning, (2019)

Cited by209Bibtex

State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations

Alex Lamb,Jonathan Binas,Anirudh Goyal, Sandeep Subramanian,Ioannis Mitliagkas, Denis Kazakov,Yoshua Bengio,Michael C. Mozer

international conference on machine learning, (2019): 3622-3631

Cited by4EIBibtex

On Adversarial Mixup Resynthesis

Christopher Beckham,Sina Honari,Vikas Verma,Alex Lamb, Farnoosh Ghadiri,R. Devon Hjelm,Yoshua Bengio,Christopher Pal

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)

Cited by17Bibtex

Interpolation Consistency Training for Semi-Supervised Learning

Vikas Verma,Alex Lamb,Juho Kannala,Yoshua Bengio,David Lopez-Paz

IJCAI, (2019): 3635-3641

Cited by177EIBibtex

Adversarially Learned Inference

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

ICLR, (2017)

Cited by695EIBibtex

View All

Ego Network

D-Core

Author Statistics

Alex LambPh.D

Papers8 papers