Search Results for author: Binghao Li

Found 4 papers, 0 papers with code

Distilled Mid-Fusion Transformer Networks for Multi-Modal Human Activity Recognition

no code implementations5 May 2023 Jingcheng Li, Lina Yao, Binghao Li, Claude Sammut

Then the knowledge distillation method is applied to transfer the learned representation from the teacher model to a simpler DMFT student model, which consists of a lite version of the multi-modal spatial-temporal transformer module, to produce the results.

Feature Engineering Human Activity Recognition +1

Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion

no code implementations15 Mar 2023 Yao Liu, Zesheng Ye, Binghao Li, Lina Yao

In this work, we propose to separately model these two factors by implicitly deriving a flexible distribution that describes complex pedestrians' movements, whereas incorporating predictive uncertainty of individuals with explicit density functions over their future locations.

Denoising Pedestrian Trajectory Prediction +1

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