Thomas Bird

4 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge

Conferences

ICLR (3) ICML (1)

Top co-authors

David Barber (4) James Townsend (2) Mingtian Zhang (1) Raza Habib (1) Peter Hayes (1) Julius Kunze (1) Friso Kingma (1)

Keywords

information theory (1) optimal transport (1) probability distribution (1) independent components analysis (1) deep generative network (1) implicit generative model (1) spread divergence (1) distribution divergence (1)

Papers

Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks ICLR 2021

HiLLoC: lossless image compression with hierarchical latent variable models ICLR 2020

Spread Divergence ICML 2020

Practical lossless compression with latent variables using bits back coding ICLR 2019