research
∙
11/20/2022
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation
Model-based deep learning has achieved astounding successes due in part ...
share
research
∙
05/27/2022
Sharpness-Aware Training for Free
Modern deep neural networks (DNNs) have achieved state-of-the-art perfor...
research
∙
10/07/2021
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
Overparametrized Deep Neural Networks (DNNs) often achieve astounding pe...
research
∙
04/24/2020
RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement
Along with the extensive applications of CNN models for classification, ...
research
∙
10/12/2019
On Robustness of Neural Ordinary Differential Equations
Neural ordinary differential equations (ODEs) have been attracting incre...
research
∙
06/06/2019