Using Synthetic Corruptions to Measure Robustness to Natural Distribution Shifts.
Alfred LaugrosAlice CaplierMatthieu OspiciPublished in: BMVC (2021)
Keyphrases
- real world
- databases
- similarity measure
- distance measure
- machine learning
- information retrieval
- clustering algorithm
- artificial systems
- correlation coefficient
- test statistic
- data sets
- normal distribution
- random variables
- random walk
- graphical models
- mutual information
- probability distribution
- training data
- image sequences
- decision trees
- image processing