Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection.
Nicola FrancoDaniel KorthJeanette Miriam LorenzKarsten RoscherStephan GünnemannPublished in: CoRR (2023)
Keyphrases
- denoising
- nonlinear diffusion
- landmark detection
- automatic detection
- anisotropic diffusion
- noise removal
- probability distribution
- robust statistics
- object detection
- detection algorithm
- reliable detection
- image denoising
- noisy images
- partial occlusion
- fourth order
- diffusion equation
- false alarms
- computer vision
- random variables
- image restoration
- multi agent
- robust estimation
- cluttered background
- noise reduction
- detection method
- robust statistical