Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies.
Zichao LiCihang XieEkin Dogus CubukPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- comprehensive analysis
- data sets
- complex data
- data collection
- raw data
- high quality
- prior knowledge
- end users
- data points
- labelled data
- experimental data
- training examples
- computer systems
- data analysis
- training data
- data mining techniques
- input data
- data processing
- training samples
- training set
- original data
- database
- active learning
- artificial neural networks
- statistical analysis
- sensor data
- data acquisition
- decision trees
- neural network