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Haowen Tang

2 accepted papers

2025

Stochastic-Aware Mamba Diffusion for Pedestrian Trajectory Prediction

ICASSP 2025accepted

Pedestrian trajectory prediction plays a crucial role in understanding human behavior and intentions. Due to the inherent randomness in human movement, current research constructs trajectories in stochastic space and uses diffusion models to reverse the denoising process. The commonly used denoising…

Cited by 0SourceScholar
2025

TOTP: Transferable Online Pedestrian Trajectory Prediction with Temporal-Adaptive Mamba Latent Diffusion

ICCV 2025poster

Pedestrian trajectory prediction is crucial for many intelligent tasks. While existing methods predict future trajectories from fixed-frame historical observations, they are limited by the observational perspective and the need for extensive historical information, resulting in prediction delays and…

Cited by 0SourcePDFScholar