2 papers
cs.LG2022
Generalizing and Improving Jacobian and Hessian Regularization
Chenwei Cui, Zehao Yan, Guangshen Liu +1
Jacobian and Hessian regularization aim to reduce the magnitude of the first and second-order partial derivatives with respect to neural network inputs, and they are predominantly…
cs.CV2021
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection
Chenwei Cui, Liangfu Lu, Zhiyuan Tan +1
Segmentation-based methods are widely used for scene text detection due to their superiority in describing arbitrary-shaped text instances. However, two major problems still exist:…