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Xiangzheng Zhou

2 accepted papers

2025

Diff-Refiner: Enhancing Multi-Agent Trajectory Prediction with a Plug-and-Play Diffusion Refiner

ICRA 2025

The inherent stochasticity of the agents' behavior presents a challenge to trajectory prediction models, which are required to generate multiple plausible future trajectories. Recently, diffusion models have been applied to implement multimodal trajectory prediction. Existing approaches typically em

Cited by 4SourceScholar
2025

Harmonious Music-driven Group Choreography with Trajectory-Controllable Diffusion

AAAI 2025technical

Creating group choreography from music is crucial in cultural entertainment and virtual reality, with a focus on generating harmonious movements. Despite growing interest, recent approaches often struggle with two major challenges: multi-dancer collisions and single-dancer foot sliding. To address…

Cited by 0SourcePDFScholar