| Customization of latent space in semi-supervised Variational AutoEncoder S An, JJ Jeon Pattern Recognition Letters 177, 54-60, 2024 | 8* | 2024 |
| Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation S An, JJ Jeon Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 7* | 2023 |
| Causally Disentangled Generative Variational AutoEncoder SH An, K Song, JJ Jeon 26th European Conference on Artificial Intelligence ECAI 2023, 2023 | 5 | 2023 |
| Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering S Hong, S An, JJ Jeon arXiv preprint arXiv:2405.19757, 2024 | 2 | 2024 |
| Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis S An, G Woo, J Lim, CH Kim, S Hong, JJ Jeon arXiv preprint arXiv:2405.20602, 2024 | 1 | 2024 |
| Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling S Hong, S An, JJ Jeon Proceedings of the 33rd ACM International Conference on Information and …, 2024 | | 2024 |
| Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance S An, S Hong, JJ Jeon arXiv preprint arXiv:2312.03307, 2023 | | 2023 |
| Variational Autoencoder for Distributional Learning Via Quantile Function Estimation S An, S Hong, JJ Jeon Available at SSRN 5062251, 0 | | |
