7 citations · 14 across the 11 of their papers we have counts for
4 papers · 1 filter
TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction
Qingze, Liu, Danrui Li +4
Accurate prediction of human or vehicle trajectories with good diversity that captures their stochastic nature is an essential task for many applications. However, many trajectory…
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent
Samuel S. Sohn, Danrui Li, Sen Zhang +2
Digital storytelling, essential in entertainment, education, and marketing, faces challenges in production scalability and flexibility. The StoryAgent framework, introduced in this…
Microscopic modeling of attention-based movement behaviors
Danrui Li, Mathew Schwartz, Samuel S. Sohn +3
For transportation hubs, leveraging pedestrian flows for commercial activities presents an effective strategy for funding maintenance and infrastructure improvements. However, this…
On the Equivalency, Substitutability, and Flexibility of Synthetic Data
Che-Jui Chang, Danrui Li, Seonghyeon Moon +1
We study, from an empirical standpoint, the efficacy of synthetic data in real-world scenarios. Leveraging synthetic data for training perception models has become a key strategy e…