Associate professor
Supervisor of Master's Candidates
The Last Update Time: 2024.4.19
Xin Ding. Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms .IEEE Transactions on Pattern Analysis and Machine Intelligence .2023 ,45 (7) :8143 - 8158
CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation .International Conference on Learning Representations 2021 .2021
Subsampling generative adversarial networks: Density ratio estimation in feature space with softplus loss .IEEE Transactions on Signal Processing .2020 ,68 :1910 - 1922
Distilling and transferring knowledge via cGAN-generated samples for image classification and regression .Expert Systems with Applications .2023 ,213
Efficient subsampling of realistic images from GANs conditional on a class or a continuous variable .Neurocomputing .2023 ,517
Sparse transition matrix estimation for high-dimensional and locally stationary vector autoregressive models .Electronic Journal of Statistics .2017 ,11