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studying
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studying
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Achievements

Achievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

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an-seunghwan/README.md

Assistant professor@Department of Information and Telecommunication Engineering, Incheon National University

Ph.D. in statistics

  • Department of Statistics, University of Seoul

Interested in

  • Tabular Data Synthesis
  • Variational AutoEncoder
  • Synthetic Data Generation
  • Distributional Learning

Contact

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  1. MaCoDE MaCoDE Public

    Official implementation of 'Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis' (MaCoDE) with pytorch (AAAI 2025 accepted paper).

    Jupyter Notebook 1

  2. DistVAE-Tabular DistVAE-Tabular Public

    Official implementation of 'Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation' (DistVAE) with pytorch (NeurIPS 2023 accepted paper).

    Jupyter Notebook 2

  3. synthetic_eval synthetic_eval Public

    A package for the comprehensive evaluation of synthetic tabular datasets.

    Python 1

  4. Optim-Lab/CryptoVAE Optim-Lab/CryptoVAE Public

    This repository is the official implementation of Cryptocurrency Price Forecasting using Variational AutoEncoder with Versatile Quantile Modeling (CIKM, 2024).

    Python 4

  5. CDG-VAE CDG-VAE Public

    Official pytorch implementation codes for ECAI-2023 accepted paper "Causally Disentangled Generative Variational AutoEncoder"

    Python 4 1

  6. EXoN_official EXoN_official Public

    Official tensorflow implementation codes for Pattern Recognition Letters accepted paper "Customization of latent space in semi-supervised variational autoencoder"

    Python 5