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Ethics and Creativity in Computer Vision



Negar Rostamzadeh , Emily Denton , Linda Petrini

* NeurIPS 2021 workshop on Machine Learning for Creativity and Design 
* Neural Information Processing System 2021 workshop on Machine Learning for Creativity and Design 

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gradSim: Differentiable simulation for system identification and visuomotor control



Krishna Murthy Jatavallabhula , Miles Macklin , Florian Golemo , Vikram Voleti , Linda Petrini , Martin Weiss , Breandan Considine , Jerome Parent-Levesque , Kevin Xie , Kenny Erleben , Liam Paull , Florian Shkurti , Derek Nowrouzezahrai , Sanja Fidler

* ICLR 2021. Project page (and a dynamic web version of the article): https://gradsim.github.io 

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Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations



Tristan Sylvain , Linda Petrini , R Devon Hjelm

* ICML 2019 Workshop on Understanding and Improving General-ization in Deep Learning, Long Beach, California, 2019 Spotlight presentation. arXiv admin note: text overlap with arXiv:1912.12179 

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Locality and compositionality in zero-shot learning



Tristan Sylvain , Linda Petrini , Devon Hjelm

* Published at ICLR 2020 

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