The Knowledge Within: Methods for Data-Free Model Compression.
Matan HaroushItay HubaraElad HofferDaniel SoudryPublished in: CVPR (2020)
Keyphrases
- statistical methods
- expert knowledge
- data mining techniques
- prior knowledge
- experimental data
- probability distribution
- input data
- learning models
- predictive model
- data collection
- data sets
- expert systems
- original data
- knowledge discovery
- simulation data
- additional knowledge
- data reduction
- database
- hidden knowledge
- data analysis
- test data
- missing values
- bayesian methods
- measured data
- domain knowledge
- multiple sources
- qualitative and quantitative
- learned models
- probabilistic model
- missing data
- data points
- linear regression
- training data
- raw data
- human experts
- image data
- similarity measure
- knowledge base
- classification models
- empirical data
- knowledge representation
- network structure
- knowledge acquisition