Nick Johnston
7 papers · 2015–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
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Conference Pioneer
Top co-authors
Research topics
Keywords
image compression
(3)
recurrent neural network
(2)
entropy coding
(1)
neural compression
(1)
data compression
(1)
rate distortion
(1)
optical flow
(1)
latent representation
(1)
convolutional neural network
(1)
convolutional network
(1)
variational autoencoder
(1)
lossy compression
(1)
deep network
(1)
end-to-end optimization
(1)
video compression
(1)
motion compensation
(1)
food recognition
(1)
scale-space flow
(1)
variable rate
(1)
volume estimation
(1)
Papers
Neural Video Compression Using GANs for Detail Synthesis and Propagation
ECCV 2022
Scale-Space Flow for End-to-End Optimized Video Compression
CVPR 2020
Integer Networks for Data Compression with Latent-Variable Models
ICLR 2019
Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks
CVPR 2018
Variational image compression with a scale hyperprior
ICLR 2018
Full Resolution Image Compression With Recurrent Neural Networks
CVPR 2017
Im2Calories: Towards an Automated Mobile Vision Food Diary
ICCV 2015