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Dr. Vincent Michalski

Dr. Vincent Michalski

Postdoctoral Researcher, University of Calgary

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Biography

Dr. Vincent Michalski is a postdoctoral researcher at DENOS Lab working on representation learning and reasoning. His earlier work spans video understanding, multimodal emotion recognition, visual reasoning, and conversational recommendation, and includes the Something-Something video database and the Theano framework, both widely used across the machine learning community.

Publications

  • ICCV2017

    The "Something Something" Video Database for Learning and Evaluating Visual Common Sense

    R. Goyal, et al. including Vincent Michalski

  • arXiv2016

    Theano: A Python Framework for Fast Computation of Mathematical Expressions

    Theano Development Team including Vincent Michalski

  • NeurIPS2018

    Towards Deep Conversational Recommendations

    R. Li, S. Ebrahimi Kahou, H. Schulz, Vincent Michalski, L. Charlin, and C. Pal

  • arXiv2017

    FigureQA: An Annotated Figure Dataset for Visual Reasoning

    S. E. Kahou, Vincent Michalski, A. Atkinson, A. Kadar, A. Trischler, and Y. Bengio

  • MLSys2021

    Accounting for Variance in Machine Learning Benchmarks

    X. Bouthillier, et al. including Vincent Michalski

  • NeurIPS2014

    Modeling Deep Temporal Dependencies with Recurrent Grammar Cells

    Vincent Michalski, R. Memisevic, and K. Konda

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