no code implementations • 5 Feb 2024 • Ammar Haydari, Dongjie Chen, Zhengfeng Lai, Chen-Nee Chuah
Then, we constrained the training process via a road connectivity matrix that provides the connectivity of sequences in trajectory generation, thereby keeping generated trajectories in geospatial limits.
no code implementations • 6 Oct 2023 • Dongjie Chen, Sen-Ching S. Cheung, Chen-Nee Chuah
High-dimensional data are widely used in the era of deep learning with numerous applications.
no code implementations • 10 Jan 2022 • Dongjie Chen, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff
To protect sensitive data in training a Generative Adversarial Network (GAN), the standard approach is to use differentially private (DP) stochastic gradient descent method in which controlled noise is added to the gradients.