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Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights [NeurIPS 2022]

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Hyper-Representations

We have two papers and associated code for hyper-representations:

Paper #1 - NeurIPS 2022:

Paper #2 - NeurIPS 2022 Track on Datasets and Benchmarks:

Paper: Model Zoos: A Dataset of Diverse Populations of Neural Network Models, openreview
Authors: Konstantin Schürholt, Diyar Taskiran, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
Code: https://github.com/ModelZoos/ModelZooDataset

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Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights [NeurIPS 2022]

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