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Tyler L. Hayes

Replay in Deep Learning: Current Approaches and Missing Biological Elements

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Apr 01, 2021
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Avalanche: an End-to-End Library for Continual Learning

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Apr 01, 2021
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Self-Supervised Training Enhances Online Continual Learning

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Mar 25, 2021
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Selective Replay Enhances Learning in Online Continual Analogical Reasoning

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Mar 06, 2021
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Improved Robustness to Open Set Inputs via Tempered Mixup

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Sep 10, 2020
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RODEO: Replay for Online Object Detection

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Aug 14, 2020
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Do We Need Fully Connected Output Layers in Convolutional Networks?

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Apr 29, 2020
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Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?

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Oct 30, 2019
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REMIND Your Neural Network to Prevent Catastrophic Forgetting

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Oct 06, 2019
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Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis

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Sep 04, 2019
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