Andreas Spanias
8 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Computer Vision
(2)
Speech & Audio
(2)
Application Areas
(2)
Mathematics & Optimization
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
latent space
(2)
out-of-distribution detection
(2)
contrastive learning
(1)
adversarial robustness
(1)
domain adaptation
(1)
source separation
(1)
epistemic uncertainty
(1)
model interpretability
(1)
embedding learning
(1)
medical imaging
(1)
attention mechanism
(1)
image synthesis
(1)
image reconstruction
(1)
feature importance
(1)
audio restoration
(1)
uncertainty quantification
(1)
u-net architecture
(1)
message passing
(1)
distribution shift
(1)
metric learning
(1)
Papers
Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
MIDL 2023
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images
ICML 2022
Accurate and Robust Feature Importance Estimation under Distribution Shifts
AAAI 2021
Designing Counterfactual Generators using Deep Model Inversion
NeurIPS 2021
On the Design of Deep Priors for Unsupervised Audio Restoration
Interspeech 2021
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
AAAI 2021
Unsupervised Audio Source Separation Using Generative Priors
Interspeech 2020
Triplet Network with Attention for Speaker Diarization
Interspeech 2018