Sebastian Nowozin
41 papers · 2011–2023 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 14 separate collaboration groups - the largest holds only 24% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
Achievements are not shown for a combined profile - each one describes a single researcher's record, which this is not.
Which Sebastian Nowozin?
7 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Jamie Shotton, Carsten Rother, Pushmeet Kohli
8 papers
· 2011–2017
· CVPR, NeurIPS, ICCV
Show ▼
with Kevin Roth, Jasper Snoek, Thomas Hofmann
6 papers
· 2017–2021
· NeurIPS, ICML
Hide ▲
Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect
NeurIPS 2021
Precise characterization of the prior predictive distribution of deep ReLU networks
NeurIPS 2021
How Good is the Bayes Posterior in Deep Neural Networks Really?
ICML 2020
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
ICML 2020
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
NeurIPS 2019
Stabilizing Training of Generative Adversarial Networks through Regularization
NeurIPS 2017
7 papers whose co-authors appear nowhere else under this name
Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference
ICLR 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
ECCV 2018
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data
ECCV 2018
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
ICLR 2018
Dynamic Time-Of-Flight
CVPR 2017
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case
CVPR 2014
Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications
ICML 2014