Data Footprint Reduction in DNN Inference by Sensitivity-Controlled Approximations with Online Arithmetic.
Abdus Sami HassanTooba ArifeenJeong-A LeePublished in: DSD (2020)
Keyphrases
- data sets
- data processing
- data collection
- statistical analysis
- database
- original data
- data quality
- complex data
- data structure
- data analysis
- data sources
- raw data
- sensor data
- computer systems
- real time
- data reduction
- input data
- image data
- knowledge discovery
- probabilistic model
- databases
- missing data
- data warehouse
- spatial data
- data distribution
- training data
- statistical inference