Julius Kunze
5 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Foundations
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Applications
(1)
Generation
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
shuffle coding
(2)
unordered data
(2)
graph compression
(2)
multiset compression
(2)
lossless compression
(2)
bits-back coding
(2)
graph
(1)
probabilistic model
(1)
autoregressive model
(1)
variational autoencoder
(1)
end-to-end training
(1)
parameter efficiency
(1)
discrete token
(1)
compression algorithm
(1)
compression rate
(1)
masked transformer
(1)
neural network
(1)
module specialization
(1)
video tokenizer
(1)
modular network
(1)
Papers
Entropy Coding of Unordered Data Structures
ICLR 2024
Practical Shuffle Coding
NeurIPS 2024
Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions
ICLR 2023
HiLLoC: lossless image compression with hierarchical latent variable models
ICLR 2020
Modular Networks: Learning to Decompose Neural Computation
NeurIPS 2018