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Alexander Amini

Alexander Amini

Builder

Cambridge

@aamini

CSO & Co-founder of Liquid AI. Creator of MIT 6.S191 (Introduction to Deep Learning). Research on robust autonomous systems.

Skills

deep learningautonomous vehiclescomputer visionteachingpython

Looking For

collaborator

Research Foundations (6)

Attention Is All You Need

NeurIPS 201720176,510 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Deep Residual Learning for Image Recognition

CVPR 20162015220,000 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Generative Adversarial Nets

NeurIPS 2014201421,735 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Long Short-Term Memory

Neural Computation199795,000 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Image-to-Image Translation with Conditional Adversarial Networks

CVPR 2017201718,000 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Towards Deep Learning Models Resistant to Adversarial Attacks

ICLR 2018201812,000 citations

Used by: MIT 6.S191 — Introduction to Deep Learning

Projects (1)

MIT 6.S191 — Introduction to Deep Learning

GitHubLive

MIT's official introductory course on deep learning. Open courseware with labs covering CNNs, RNNs, GANs, reinforcement learning, and more.

Generative AIComputer Vision

Built on research:

paperAttention Is All You Need(2017)
paperDeep Residual Learning for Image Recognition(2015)
paperGenerative Adversarial Nets(2014)
paperLong Short-Term Memory(1997)
paperImage-to-Image Translation with Conditional Adversarial Networks(2017)
paperTowards Deep Learning Models Resistant to Adversarial Attacks(2018)

AI Suggested Researchers

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Yann LeCun

Meta AI / NYU

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Geoffrey Hinton

Geoffrey Hinton

University of Toronto

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Rob Fergus

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Hugo Larochelle

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AI Suggested Papers

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WebsiteGitHub