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Jayoung Kim

Polynomial-based Self-Attention for Table Representation learning

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Dec 18, 2023
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Graph Convolutions Enrich the Self-Attention in Transformers!

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Dec 07, 2023
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CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis

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Apr 25, 2023
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STaSy: Score-based Tabular data Synthesis

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Oct 08, 2022
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An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models

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Aug 25, 2022
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SOS: Score-based Oversampling for Tabular Data

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Jun 17, 2022
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LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations

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Apr 19, 2022
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EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting

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Apr 19, 2022
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OCT-GAN: Neural ODE-based Conditional Tabular GANs

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May 31, 2021
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