Raymond Veldhuis
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π
Conference Pioneer
β
The Questioner
(2)
Conferences
CVPR (2)
ICCV (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
neural network
(2)
frequency shortcut
(2)
image classification
(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)
local interpretable model-agnostic explanation
(1)
morphed face attack detection
(1)
deep multi-scale context aggregation network
(1)
denoising framework
(1)
texture pattern
(1)
face recognition system
(1)
feature selection
(1)
face recognition
(1)
explainable ai
(1)
Papers
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization
CVPR 2025
BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
UAI 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