Author

D. T. Nguyen

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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

Preprint Aug 2026

When Does An Extra View Help? Adapting Single-View 3D Reconstruction with Extra Imagery

Reconstruction of 3D objects from a single image is a challenging research problem in computer vision. The key challenge is the lack of critical information from viewpoints to complete 3D structures. Using an additional view may help to resolve the issue. However, there is no mechanism that can integrate the extra view...

Y. Huynh, D. T. Nguyen, T. Le et al. · 0 citations