Raymond Veldhuis
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
β
The Questioner
(2)
Top co-authors
Research topics
Keywords
neural network
(2)
frequency shortcut
(2)
image classification
(2)
local interpretable model-agnostic explanation
(2)
representation learning
(2)
out-of-distribution generalization
(1)
model interpretability
(1)
convolutional neural network
(1)
surrogate model
(1)
generative adversarial network
(1)
model generalization
(1)
frequency analysis
(1)
feature ranking
(1)
morphed face attack detection
(1)
deep multi-scale context aggregation network
(1)
denoising framework
(1)
explanation consistency
(1)
texture pattern
(1)
face recognition system
(1)
sign entropy
(1)
Papers
BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
UAI 2025
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization
CVPR 2025
SLICE: Stabilized LIME for Consistent Explanations for Image Classification
CVPR 2024
What do neural networks learn in image classification? A frequency shortcut perspective
ICCV 2023
Detecting Morphed Face Attacks Using Residual Noise from Deep Multi-Scale Context Aggregation Network
WACV 2020