A Fourier Perspective on Model Robustness in Computer Vision.
Dong YinRaphael Gontijo LopesJonathon ShlensEkin D. CubukJustin GilmerPublished in: CoRR (2019)
Keyphrases
- computer vision
- computational model
- probabilistic model
- pattern recognition
- probability distribution
- machine learning
- image understanding
- statistical model
- mathematical model
- computer graphics
- theoretical analysis
- image analysis
- objective function
- image processing
- data sets
- prior knowledge
- management system
- frequency domain
- face recognition
- high level
- learning algorithm