100 citations · 100 across the 2 of their papers we have counts for
2 papers
cs.CV2018
How many labeled license plates are needed?
Changhao Wu, Shugong Xu, Guocong Song +1
Training a good deep learning model often requires a lot of annotated data. As a large amount of labeled data is typically difficult to collect and even more difficult to annotate,…
stat.ML2018★ 100 cited
Collaborative Learning for Deep Neural Networks
Guocong Song, Wei Chai
We introduce collaborative learning in which multiple classifier heads of the same network are simultaneously trained on the same training data to improve generalization and robust…