Florian Stimberg
10 papers · 2011–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π₯
Mega-Team Β· Squad
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(9)
Application Areas
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Optimization & Theory
(3)
Models
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
data augmentation
(5)
adversarial robustness
(3)
bayesian inference
(3)
adversarial training
(2)
image classification
(2)
markov chain monte carlo
(2)
model robustness
(2)
stochastic process
(2)
chinese restaurant process
(2)
poisson process
(2)
change point detection
(2)
waveform generation
(2)
domain generalization
(1)
content moderation
(1)
speech synthesis
(1)
nonparametric bayesian
(1)
distribution shift
(1)
mcmc sampling
(1)
posterior inference
(1)
domain adaptation
(1)
Papers
Benchmarking Robustness to Adversarial Image Obfuscations
NeurIPS 2023
A Fine-Grained Analysis on Distribution Shift
ICLR 2022
Defending Against Image Corruptions Through Adversarial Augmentations
ICLR 2022
Data Augmentation Can Improve Robustness
NeurIPS 2021
Improving Robustness using Generated Data
NeurIPS 2021
Efficient Neural Audio Synthesis
ICML 2018
Parallel WaveNet: Fast High-Fidelity Speech Synthesis
ICML 2018
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
NeurIPS 2014
Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach
AISTATS 2012
Inference in continuous-time change-point models
NeurIPS 2011