Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Customization of latent space in semi-supervised Variational AutoEncoder.
Pattern Recognit. Lett., January, 2024
Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering.
CoRR, 2024
Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance.
CoRR, 2023
Joint Distributional Learning via Cramer-Wold Distance.
CoRR, 2023
Distributional Variational AutoEncoder To Infinite Quantiles and Beyond Gaussianity.
CoRR, 2023
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Causally Disentangled Generative Variational AutoEncoder.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
EXoN: EXplainable encoder Network.
CoRR, 2021