Andrew Brock
Andrew Brock
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Large Scale GAN Training for High Fidelity Natural Image Synthesis
A Brock, J Donahue, K Simonyan
arXiv preprint arXiv:1809.11096, 2018
SMASH: One-Shot Model Architecture Search through HyperNetworks
A Brock, T Lim, JM Ritchie, N Weston
arXiv preprint arXiv:1708.05344, 2017
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks
A Brock, T Lim, JM Ritchie, N Weston
arXiv preprint arXiv:1608.04236, 2016
Neural Photo Editing with Introspective Adversarial Networks
A Brock, T Lim, JM Ritchie, N Weston
arXiv preprint arXiv:1609.07093, 2016
Implicit weight uncertainty in neural networks
N Pawlowski, A Brock, MCH Lee, M Rajchl, B Glocker
arXiv preprint arXiv:1711.01297, 2017
FreezeOut: Accelerate Training by Progressively Freezing Layers
A Brock, T Lim, JM Ritchie, N Weston
arXiv preprint arXiv:1706.04983, 2017
High-Performance Large-Scale Image Recognition Without Normalization
A Brock, S De, SL Smith, K Simonyan
arXiv preprint arXiv:2102.06171, 2021
TF-Replicator: Distributed Machine Learning for Researchers
P Buchlovsky, D Budden, D Grewe, C Jones, J Aslanides, F Besse, ...
arXiv preprint arXiv:1902.00465, 2019
Evolving Normalization-Activation Layers
H Liu, A Brock, K Simonyan, QV Le
arXiv preprint arXiv:2004.02967, 2020
Perceiver: General Perception with Iterative Attention
A Jaegle, F Gimeno, A Brock, A Zisserman, O Vinyals, J Carreira
arXiv preprint arXiv:2103.03206, 2021
Characterizing signal propagation to close the performance gap in unnormalized ResNets
A Brock, S De, SL Smith
arXiv preprint arXiv:2101.08692, 2021
BYOL works even without batch statistics
PH Richemond, JB Grill, F Altché, C Tallec, F Strub, A Brock, S Smith, ...
arXiv preprint arXiv:2010.10241, 2020
Training Generative Adversarial Networks by Solving Ordinary Differential Equations
C Qin, Y Wu, JT Springenberg, A Brock, J Donahue, TP Lillicrap, P Kohli
arXiv preprint arXiv:2010.15040, 2020
Drawing Multiple Augmentation Samples Per Image During Training Efficiently Decreases Test Error
S Fort, A Brock, R Pascanu, S De, SL Smith
arXiv preprint arXiv:2105.13343, 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs
A Jaegle, S Borgeaud, JB Alayrac, C Doersch, C Ionescu, D Ding, ...
arXiv preprint arXiv:2107.14795, 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar
S Ravuri, K Lenc, M Willson, D Kangin, R Lam, P Mirowski, M Fitzsimons, ...
arXiv preprint arXiv:2104.00954, 2021
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