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The limited generalization of neural networks is a critical problem for artificial intelligence, in applications ranging from automated driving and biomedical image analysis, and domains like reinforc
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ICLRWorkshop2021 - Generalization beyond the training distribution in brains and machines
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ICLRWorkshop2021 | ICLRWorkshop2021 - Generalization beyond the training distribution in brains and machines ICLRWorkshop2021 - Generalization beyond the training distribution in brains and machines ICLRWorkshop2021 Call for abstracts Speakers Schedule Break-out sessions Organizers Contact Us Posters Generalization beyond the training distribution in brains and machines “During all their lifetime, prisoners like this have never managed to see anything besides the shadows that are projected on the wall opposite to them by the glow of the fire […] If someone were to show them any of the things that were passing by and forced them to answer the question about what it was, don’t you think that they would be at wit’s end?” – The allegory of the cave, Plato Workshop date: Friday, May 7th, 2021 Access to the Workshop (need registration to ICLR): https://iclr.cc/virtual/2021/workshop/2138 Deep Neural Networks (DNNs) are the leading approach for nearly all domains of...
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