Georg Pichler
6 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Core Methods
(3)
Optimization & Theory
(3)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Security & Privacy
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Keywords
domain adaptation
(2)
image classification
(1)
semantic segmentation
(1)
adversarial learning
(1)
neural network training
(1)
information bottleneck
(1)
uncertainty quantification
(1)
error detection
(1)
regression
(1)
distribution matching
(1)
hypothesis testing
(1)
mutual information
(1)
differential entropy
(1)
magnetic resonance imaging
(1)
shannon entropy
(1)
disentangled representation
(1)
adversarial perturbation
(1)
out-of-distribution detection
(1)
adversarial example
(1)
privacy leakage
(1)
Papers
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection
ICLR 2024
Beyond the Norms: Detecting Prediction Errors in Regression Models
ICML 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem
AISTATS 2024
A Differential Entropy Estimator for Training Neural Networks
ICML 2022
Leveraging Adversarial Examples To Quantify Membership Information Leakage
CVPR 2022
On Direct Distribution Matching for Adapting Segmentation Networks
MIDL 2020