Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes.
Zeyue XueJianming LiangGuanglu SongZhuofan ZongLiang ChenYu LiuPing LuoPublished in: NeurIPS (2022)
Keyphrases
- visual information
- optimization algorithm
- global optimization
- optimization methods
- optimization problems
- batch mode
- memory efficient
- combinatorial optimization
- training set
- training samples
- online learning
- optimization method
- training phase
- data sets
- cellular neural networks
- real time
- test set
- lower bound
- face recognition
- neural network
- optimization process
- training algorithm
- optimization model