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Jake Snell

Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases

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May 29, 2024
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Flexible Few-Shot Learning with Contextual Similarity

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Dec 10, 2020
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Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes

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Jul 20, 2020
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Learning Latent Subspaces in Variational Autoencoders

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Dec 14, 2018
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Meta-Learning for Semi-Supervised Few-Shot Classification

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Mar 02, 2018
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Prototypical Networks for Few-shot Learning

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Jun 19, 2017
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Learning to Generate Images with Perceptual Similarity Metrics

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Jan 24, 2017
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