Tom Ryder
4 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
variational inference
(3)
lossless compression
(2)
neural compression
(1)
gaussian process
(1)
hierarchical representation
(1)
posterior inference
(1)
parameter inference
(1)
latent force models
(1)
nonlinear dynamics
(1)
autoregressive model
(1)
recurrent neural network
(1)
normalizing flow
(1)
variational autoencoder
(1)
stochastic differential equation
(1)
black-box inference
(1)
invertible flow
(1)
autoregressive prior
(1)
bits-back coding
(1)
inverse autoregressive flow
(1)
image compression
(1)
Papers
Split Hierarchical Variational Compression
CVPR 2022
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder
NeurIPS 2021
Black-Box Inference for Non-Linear Latent Force Models
AISTATS 2020
Black-Box Variational Inference for Stochastic Differential Equations
ICML 2018