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Hausdorff Dimension, Stochastic Differential Equations, and Generalization in Neural Networks

, , , and . (2020)cite arxiv:2006.09313Comment: 34 Pages.

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Watch-n-Patch: Unsupervised Learning of Actions and Relations., , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 40 (2): 467-481 (2018)Interactive 2D-3D image conversion for mobile devices., , , and . ICIP, page 2729-2732. IEEE, (2012)Improving information retention in large scale online continual learning., , and . CoRR, (2022)RanDumb: A Simple Approach that Questions the Efficacy of Continual Representation Learning., , , , , and . CoRR, (2024)Drinking From a Firehose: Continual Learning With Web-Scale Natural Language., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (5): 5684-5696 (May 2023)Learning Transferrable Representations for Unsupervised Domain Adaptation., , , and . NIPS, page 2110-2118. (2016)Deep Learning Under Privileged Information Using Heteroscedastic Dropout., , and . CVPR, page 8886-8895. Computer Vision Foundation / IEEE Computer Society, (2018)osener/wring: Extract content from webpages using CSS Selectors, XPath, and JS expressions. (2016)Error-tolerant interactive image segmentation using dynamic and iterated graph-cuts., , and . IMMPD@ACM Multimedia, page 9-16. ACM, (2012)Active Learning for Convolutional Neural Networks: A Core-Set Approach., and . ICLR (Poster), OpenReview.net, (2018)