When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations.
Xiangning ChenCho-Jui HsiehBoqing GongPublished in: CoRR (2021)
Keyphrases
- data sets
- raw data
- data analysis
- training data
- knowledge discovery
- data collection
- database
- data processing
- complex data
- high quality
- application domains
- statistical analysis
- image data
- knowledge base
- data objects
- data distribution
- synthetic data
- data mining techniques
- data sources
- high dimensional
- computer vision
- image processing
- small number
- social networks
- end users
- machine learning
- computer systems
- information sources
- feature space
- temporal information
- databases
- data structure
- historical data