Author

Kien Do

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Preprint Oct 2026

Data-free Multistep Diffusion Distillation

One-step diffusion distillation achieves strong performance on small datasets but remains insufficient for high-resolution or complex text-to-image settings. Extending to multistep distillation often requires training data, suffers from early-step degradation, inconsistent outputs across sampling budgets, and incurs hi...

N. Tran, Kien Do, D. T. Nguyen et al. · 0 citations

#machine learning Preprint Aug 2026

Predicting Symptoms of Amotivation and Anhedonia among University Students with a Novel Oversampling Method

A novel and effective oversampling method that leverages a predictive model to generate nominal variables, rather than interpolating them and is significantly better than existing oversampling approaches in predicting elevated symptoms of amotivation and anhedonia.

Dang Nguyen, Bao Duong, Arun Kumar et al. · 0 citations