Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation.
Xuming RanMingkun XuLingrui MeiQi XuQuanying LiuPublished in: CoRR (2020)
Keyphrases
- sample set
- data sets
- image segmentation
- training samples
- rate distortion
- bit rate
- spatial distribution
- computer vision
- video codec
- estimation accuracy
- accurate estimation
- robust estimation
- video compression
- data distribution
- density estimation
- estimation algorithm
- confidence intervals
- uncertain data
- conditional probabilities
- probability density
- random variables
- image quality
- free energy
- training set