Janis Postels
7 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(16)
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Research topics
Keywords
out-of-distribution detection
(2)
epistemic uncertainty
(2)
semantic segmentation
(2)
uncertainty quantification
(1)
medical imaging
(1)
autonomous driving
(1)
continuous adaptation
(1)
magnetic resonance imaging
(1)
generative model
(1)
variational autoencoder
(1)
transformer network
(1)
deep generative model
(1)
unsupervised anomaly detection
(1)
synthetic dataset
(1)
deterministic uncertainty
(1)
layout generation
(1)
document layout
(1)
monte carlo dropout
(1)
perception system
(1)
neural network
(1)
Papers
Self-supervised Shape Completion via Involution and Implicit Correspondences
ECCV 2024
Implicit Neural Representations for Image Compression
ECCV 2022
On the Practicality of Deterministic Epistemic Uncertainty
ICML 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
CVPR 2022
The OOD Blind Spot of Unsupervised Anomaly Detection
MIDL 2021
Variational Transformer Networks for Layout Generation
CVPR 2021
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
ICCV 2019