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tabular data synthesis

13 papers

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Co-occurring keywords · papers mentioning both

diffusion model (4) tabular data (3) generative adversarial network (3) conditional generation (3) synthetic data generation (2) privacy preservation (2) contrastive learning (2) conditional gan (1) score-based generative modeling (1) long-range dependencies (1)

Papers

AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns ACL 2026 Explain the Synth: Interpretable Evaluation of LLM Data Synthesis ACL 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026 Towards Synthesizing High-Dimensional Tabular Data with Limited Samples AAAI 2026 CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data Synthesizing AAAI 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024 ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space ICLR 2024 CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023 STaSy: Score-based Tabular data Synthesis ICLR 2023 CTAB-GAN: Effective Table Data Synthesizing ACML 2021 Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis NeurIPS 2021