Maximilian Augustin
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π£ Hot Topic Early Bird π Cross-Pollinator (8)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICCV (2)
CVPR (1)
ECCV (1)
ICML (1)
NIPS (1)
Top co-authors
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 datum
(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
Diffusion Visual Counterfactual Explanations
NIPS 2022
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities
ICML 2022
Adversarial Robustness on In- and Out-Distribution Improves Explainability
ECCV 2020