Brock, Andrew

6 publications

ICLR 2023 Deep Transformers Without Shortcuts: Modifying Self-Attention for Faithful Signal Propagation Bobby He, James Martens, Guodong Zhang, Aleksandar Botev, Andrew Brock, Samuel L Smith, Yee Whye Teh

ICLR 2022 Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, Olivier J Henaff, Matthew Botvinick, Andrew Zisserman, Oriol Vinyals, Joao Carreira

ICLR 2021 Characterizing Signal Propagation to Close the Performance Gap in Unnormalized ResNets Andrew Brock, Soham De, Samuel L Smith

ICLR 2019 Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock, Jeff Donahue, Karen Simonyan

ICLR 2018 SMASH: One-Shot Model Architecture Search Through HyperNetworks Andrew Brock, Theo Lim, J.M. Ritchie, Nick Weston

ICLR 2017 Neural Photo Editing with Introspective Adversarial Networks Andrew Brock, Theodore Lim, James M. Ritchie, Nick Weston