Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement.
Yunzhen FengElvis DohmatobPu YangFrançois ChartonJulia KempePublished in: CoRR (2024)
Keyphrases
- experimental data
- data sets
- image data
- test data
- high quality
- prior knowledge
- measurement data
- simulation data
- expert knowledge
- computational model
- input data
- data analysis
- probabilistic model
- database
- data collection
- computer systems
- mathematical model
- measured data
- network structure
- statistical methods
- data quality
- empirical data
- raw data
- discrete data
- databases
- data samples
- learning models
- data mining
- neural network model
- machine learning
- data structure
- high dimensional
- markov random field