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A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

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Empirical StudyNeural CollapseDeep Double DescentLottery Ticket HypothesisEmergence and Phase TransitionsInteractions with NeuroscienceInformation BottleneckNeural Tangent KernelOthersRelated Resources

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What's inside

Lottery Ticket Hypothesis

  • [paper]Lottery Ticket Hypothesis: 2022

  • [paper]Lottery Ticket Hypothesis: 2022

  • [paper]Lottery Ticket Hypothesis: 2022

  • [paper]Lottery Ticket Hypothesis: 2020

  • [paper]Lottery Ticket Hypothesis: 2022

  • [paper]Lottery Ticket Hypothesis: 2023

Neural Collapse

Neural Tangent Kernel

Others

Empirical Study

Deep Double Descent

Interactions with Neuroscience

  • [paper]Interactions with Neuroscience: 2022

  • [paper]Interactions with Neuroscience: 2020

  • [paper]Interactions with Neuroscience: 2022

  • [paper]Interactions with Neuroscience: 2022

Showing a sample of 588 resources. View the full list on GitHub →