Portfolio item number 1
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portfolio
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publications
Multimode optical fiber transmission with a deep learning network
Published in Nature Light Science and Application, 2018
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Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media
Published in Nature Machine Intelligence, 2020
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Variational framework for partially-measured physical system control
Published in Fourth Workshop on Machine Learning and the Physical Sciences, NeurIPS21, 2021
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Natural image synthesis for the retina with variational information bottleneck representation
Published in NeurIPS Proceedings, 2022
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Backpropagation-free Training of Deep Physical Neural Networks
Published in Arxiv, 2023
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An actor-model framework for visual sensory encoding
Published in Bio-arxiv, 2023
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talks
Natural image synthesis for the retina with variational information bottleneck representation
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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