Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training.
Geng YuanYanyu LiSheng LiZhenglun KongSergey TulyakovXulong TangYanzhi WangJian RenPublished in: CoRR (2022)
Keyphrases
- data sets
- data analysis
- raw data
- training samples
- data collection
- data mining techniques
- original data
- experimental data
- statistical analysis
- small number
- prior knowledge
- sparse data
- database
- image data
- input data
- synthetic data
- missing data
- high quality
- data distribution
- data quality
- databases
- training dataset
- multi layer
- labelled data
- missing values
- computer systems
- hidden markov models
- xml documents
- data structure