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Taehyun Byun

3 accepted papers

2025

Robust and Expressive Humanoid Motion Retargeting via Optimization-Based Rig Unification

IROS 2025

Humanoid robots are increasingly being developed for seamless interaction with humans in diverse domains, yet generating expressive and physically-feasible motions remains a core challenge. We propose a robust and automated pipeline for motion retargeting that enables the generation of natural, stab

Cited by 2SourceScholar
2024

Towards Embedding Dynamic Personas in Interactive Robots: Masquerading Animated Social Kinematic (MASK)

RA-L 2024

This letter presents the design and development of an innovative interactive robotic system to enhance audience engagement using character-like personas. Built upon the foundations of persona-driven dialog agents, this work extends the agent's application to the physical realm, employing robots to p

Cited by 4SourceScholar
2023

Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces

NeurIPS 2023spotlight

Continuous-time score-based generative models consist of a pair of stochastic differential equations (SDEs)—a forward SDE that smoothly transitions data into a noise space and a reverse SDE that incrementally eliminates noise from a Gaussian prior distribution to generate data distribution samples—a…

Cited by 15SourcePDFScholar