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USB: AUnifiedSemi-supervisedLearningBenchmark forClassification
Neural Information Processing Systems
Semi-supervised learning (SSL) improves model generalization by leveraging massiveunlabeled datatoaugment limited labeled samples.
1b9812b99fe2672af746cefda86be5f9-Paper.pdf
Neural Information Processing Systems
Amotivating question behind the results inthis paper isto understand the hierarchyoffunction classes exactly represented by neural networks ofincreasing depth.
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Network-to-NetworkTranslationwith ConditionalInvertibleNeuralNetworks
Neural Information Processing Systems
Our domain transfer network can translate between fixed representations without having to learn or finetune them.
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