Johannes Ballé
9 papers · 2017–2022 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(16)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Conferences
ICLR (3)
NIPS (3)
AISTATS (1)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
information theory
(1)
unsupervised learning
(1)
human perception
(1)
self-supervised learning
(1)
neural compression
(1)
fisher information
(1)
hierarchical representation
(1)
mutual information
(1)
rate distortion
(1)
communication efficiency
(1)
optical flow
(1)
latent representation
(1)
convolutional neural network
(1)
image quality assessment
(1)
perceptual quality
(1)
video frame
(1)
local differential privacy
(1)
deep network
(1)
hierarchical prior
(1)
end-to-end optimization
(1)
Papers
Optimal Compression of Locally Differentially Private Mechanisms
AISTATS 2022
Neural Video Compression Using GANs for Detail Synthesis and Propagation
ECCV 2022
Scale-Space Flow for End-to-End Optimized Video Compression
CVPR 2020
Scalable Model Compression by Entropy Penalized Reparameterization
ICLR 2020
An Unsupervised Information-Theoretic Perceptual Quality Metric
NIPS 2020
Integer Networks for Data Compression with Latent-Variable Models
ICLR 2019
Joint Autoregressive and Hierarchical Priors for Learned Image Compression
NIPS 2018
Variational image compression with a scale hyperprior
ICLR 2018
Eigen-Distortions of Hierarchical Representations
NIPS 2017