Johannes Ballé
9 papers · 2017–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🧭
Keyword Pioneer
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Application Areas
(4)
Models
(3)
Computer Vision
(2)
Learning Types
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Keywords
latent representation
(2)
model compression
(1)
unsupervised learning
(1)
human perception
(1)
self-supervised learning
(1)
image compression
(1)
entropy coding
(1)
neural compression
(1)
fisher information
(1)
hierarchical representation
(1)
mutual information
(1)
data compression
(1)
rate distortion
(1)
communication efficiency
(1)
optical flow
(1)
convolutional neural network
(1)
variational autoencoder
(1)
image quality assessment
(1)
arithmetic coding
(1)
perceptual quality
(1)
Papers
Neural Video Compression Using GANs for Detail Synthesis and Propagation
ECCV 2022
Optimal Compression of Locally Differentially Private Mechanisms
AISTATS 2022
An Unsupervised Information-Theoretic Perceptual Quality Metric
NeurIPS 2020
Scalable Model Compression by Entropy Penalized Reparameterization
ICLR 2020
Scale-Space Flow for End-to-End Optimized Video Compression
CVPR 2020
Integer Networks for Data Compression with Latent-Variable Models
ICLR 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression
NeurIPS 2018
Variational image compression with a scale hyperprior
ICLR 2018
Eigen-Distortions of Hierarchical Representations
NeurIPS 2017