Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets.
Tianxiao ZhangWenju XuBo LuoGuanghui WangPublished in: CoRR (2024)
Keyphrases
- neural network
- database
- computationally expensive
- vision system
- real time
- training phase
- training process
- depth information
- test set
- computationally efficient
- pairwise
- machine learning
- training set
- multiscale
- training data
- training samples
- feature extraction
- test data
- decision trees
- computer vision
- social networks
- training dataset
- visual perception
- uci machine learning repository
- restricted boltzmann machine
- labeled data for training