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Cameron R. Wolfe

Better Schedules for Low Precision Training of Deep Neural Networks

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Mar 04, 2024
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Cold Start Streaming Learning for Deep Networks

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Nov 09, 2022
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PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication

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Mar 20, 2022
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i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery

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Dec 07, 2021
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Provably Efficient Lottery Ticket Discovery

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Jul 31, 2021
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Exceeding the Limits of Visual-Linguistic Multi-Task Learning

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Jul 27, 2021
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ResIST: Layer-Wise Decomposition of ResNets for Distributed Training

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Jul 02, 2021
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GIST: Distributed Training for Large-Scale Graph Convolutional Networks

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Feb 20, 2021
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Data Augmentation for Deep Transfer Learning

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Nov 28, 2019
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Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search

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Mar 25, 2019
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