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20162019
most citedGenerative and Discriminative Voxel Modeling with Convolutional Neural Networks

452 citations

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cs.LG2017★ 393 cited

SMASH: One-Shot Model Architecture Search through HyperNetworks

Andrew Brock, Theodore Lim, J. M. Ritchie +1

Designing architectures for deep neural networks requires expert knowledge and substantial computation time. We propose a technique to accelerate architecture selection by learning…

cs.LG2016★ 247 cited

Neural Photo Editing with Introspective Adversarial Networks

Andrew Brock, Theodore Lim, J. M. Ritchie +1

The increasingly photorealistic sample quality of generative image models suggests their feasibility in applications beyond image generation. We present the Neural Photo Editor, an…