Improving Adversarial Robustness of Conjugate Neural Networks with Guided Diversity
This paper introduces Conjugate Neural Networks (CoNNs), a novel architecture designed
to enhance robustness against adversarial attacks. Adversarial attacks pose significant …
to enhance robustness against adversarial attacks. Adversarial attacks pose significant …
Analysis of Complex Dynamical Systems by Combining Recurrent Neural Networks and Mechanistic Models
C Lin - 2024 - ruor.uottawa.ca
The aim of this study is to analyze the time series data in an innovative manner, which
combined the deep learning model with the mechanistic model to form a hybrid model. In …
combined the deep learning model with the mechanistic model to form a hybrid model. In …