Andrew Brock
5 papers · 2018–2023 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
signal propagation
(2)
image classification
(1)
batch normalization
(1)
model architecture
(1)
neural architecture search
(1)
neural network optimization
(1)
optical flow estimation
(1)
generative adversarial network
(1)
parameter initialization
(1)
multimodal reasoning
(1)
residual network
(1)
layer normalization
(1)
high-resolution image
(1)
spectral normalization
(1)
truncation trick
(1)
orthogonal regularization
(1)
network weight
(1)
weight standardization
(1)
class conditional synthesis
(1)
perceiver architecture
(1)
Papers
Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation
ICLR 2023
Perceiver IO: A General Architecture for Structured Inputs & Outputs
ICLR 2022
Characterizing signal propagation to close the performance gap in unnormalized ResNets
ICLR 2021
Large Scale GAN Training for High Fidelity Natural Image Synthesis
ICLR 2019
SMASH: One-Shot Model Architecture Search through HyperNetworks
ICLR 2018