Yann Dubois
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Convolutional Conditional Neural Processes
J Gordon, WP Bruinsma, AYK Foong, J Requeima, Y Dubois, RE Turner
ICLR, 2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes
AYK Foong, WP Bruinsma, J Gordon, Y Dubois, J Requeima, RE Turner
NeurIPS, 2020
Learning Optimal Representations with the Decodable Information Bottleneck
Y Dubois, D Kiela, DJ Schwab, R Vedantam
NeurIPS, 2020
Location Attention for Extrapolation to Longer Sequences
Y Dubois, G Dagan, D Hupkes, E Bruni
ACL, 2019
Lossy Compression for Lossless Prediction
Y Dubois, B Bloem-Reddy, K Ullrich, CJ Maddison
Neural Compression Workshop@ ICLR 2021, 2021
Conditional Neural Processes for Semi-Supervised Learning
Y Dubois, RE Turner
Understanding Disentangling in VAE
Y Dubois, A Kastanos, D Lines, B Melman
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