Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond).
Kristof MedingLuca M. Schulze BuschoffRobert GeirhosFelix A. WichmannPublished in: ICLR (2022)
Keyphrases
- experimental data
- data sets
- data collection
- input data
- simulation data
- empirical data
- statistical methods
- computational model
- prior knowledge
- database
- data sources
- data processing
- training data
- missing data
- neural network
- learning models
- expert knowledge
- prior information
- test data
- high level
- statistical model
- mathematical model
- high dimensional data
- high quality
- objective function
- knowledge discovery
- data analysis
- feature space
- sensor data
- spatial data
- labeled data
- statistical analysis
- data distribution
- learning algorithm
- d objects
- hidden markov models