Maximilian Augustin
6 papers · 2020–2025 · 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
(14)
Venues
Top co-authors
Research topics
Keywords
counterfactual explanation
(2)
diffusion model
(2)
adversarial robustness
(1)
image generation
(1)
image retrieval
(1)
deep learning
(1)
energy-based model
(1)
out-of-distribution detection
(1)
vision-language model
(1)
image classifier
(1)
dataset bia
(1)
hallucination detection
(1)
object hallucination
(1)
error analysis
(1)
semantic change
(1)
confidence score
(1)
out-of-distribution training data
(1)
binary discrimination
(1)
neural network
(1)
visual counterfactual
(1)
Papers
DASH: Detection and Assessment of Systematic Hallucinations of VLMs
ICCV 2025
DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations
CVPR 2024
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
ICCV 2023
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities
ICML 2022
Diffusion Visual Counterfactual Explanations
NeurIPS 2022
Adversarial Robustness on In- and Out-Distribution Improves Explainability
ECCV 2020