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On the importance of single directions for generalization.

, , , и . ICLR (Poster), OpenReview.net, (2018)

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Information mapping with pattern classifiers: A comparative study., и . NeuroImage, 56 (2): 476-496 (2011)Toward a Rational and Mechanistic Account of Mental Effort, , , , , , и . Annual Review of Neuroscience, (июля 2017)Stabilizing Transformers for Reinforcement Learning., , , , , , , , , и 3 other автор(ы). ICML, том 119 из Proceedings of Machine Learning Research, стр. 7487-7498. PMLR, (2020)InfoBot: Transfer and Exploration via the Information Bottleneck., , , , , , , и . ICLR (Poster), OpenReview.net, (2019)Perceiver IO: A General Architecture for Structured Inputs & Outputs., , , , , , , , , и 5 other автор(ы). ICLR, OpenReview.net, (2022)A resource-rational model of physical abstraction for efficient mental simulation., , , , , , и . CogSci, стр. 3618. cognitivesciencesociety.org, (2019)Tutorial: Recent Advances in Deep Learning., и . CogSci, cognitivesciencesociety.org, (2017)Learning to Learn without Gradient Descent by Gradient Descent., , , , , , и . ICML, том 70 из Proceedings of Machine Learning Research, стр. 748-756. PMLR, (2017)Errors of interpretation and modeling: A reply to Grinband et al., , и . NeuroImage, 57 (2): 316-319 (2011)Meta-learning, social cognition and consciousness in brains and machines., , , , , и . Neural Networks, (2022)