Janis Keuper
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
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Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
(3)
Conferences
CVPR (4)
ECCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
convolutional neural network
(2)
adversarial attack
(2)
model robustness
(2)
image translation
(1)
adversarial training
(1)
deepfake detection
(1)
image-to-image translation
(1)
deep learning
(1)
out-of-distribution generalization
(1)
spectral regularization
(1)
generative model
(1)
pre-trained model
(1)
generative adversarial network
(1)
spectral bia
(1)
differential equation
(1)
prediction confidence
(1)
spectral distribution
(1)
frequency spectrum
(1)
physical simulation
(1)
shape bia
(1)
Papers
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
CVPR 2025
Can We Talk Models Into Seeing the World Differently?
ICLR 2025
Can Biases in ImageNet Models Explain Generalization?
CVPR 2024
Robust Models are less Over-Confident
NIPS 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters
CVPR 2022
FrequencyLowCut Pooling β Plug & Play against Catastrophic Overfitting
ECCV 2022
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions
CVPR 2020