Umang Dobhal

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Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)

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Christina Garcia (1)Sozo Inoue (1)

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Apr 6, 2026

Umang Dobhal +2Apr 6, 2026·also Kyushu Institute of Technology

Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation

Time-series generation with diffusion models just got a whole lot better: TabDDPM can now handle temporal dependencies, opening up new possibilities for synthetic data augmentation in sequential domains.

Umang Dobhal, Christina Garcia, Sozo Inoue

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data

Umang Dobhal

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Umang Dobhal

Research focus

Frequent co-authors

Papers (1)