Janis Keuper
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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The Questioner
(3)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Computer Vision
(4)
Machine Learning
(4)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Techniques
(2)
Architectures
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
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)
vision-language model
(1)
spectral bia
(1)
multimodal fusion
(1)
differential equation
(1)
prediction confidence
(1)
spectral distribution
(1)
frequency spectrum
(1)
Papers
Can We Talk Models Into Seeing the World Differently?
ICLR 2025
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
CVPR 2025
Can Biases in ImageNet Models Explain Generalization?
CVPR 2024
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters
CVPR 2022
FrequencyLowCut Pooling – Plug & Play against Catastrophic Overfitting
ECCV 2022
Robust Models are less Over-Confident
NeurIPS 2022
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions
CVPR 2020