conftrace_

tabular data synthesis

11 papers

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Co-occurring keywords

generative adversarial network (1944) diffusion model (3751) conditional generation (283) tabular datum (226) synthetic data generation (590) privacy preservation (380) contrastive learning (4032) multi-relational datum (8) cluster-guided generation (1) membership inference (114)

Papers

TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026
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
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
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NIPS 2024
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis ICML 2023
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis NIPS 2021
CTAB-GAN: Effective Table Data Synthesizing ACML 2021