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Hongyi Sun

2 accepted papers

2022

CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture

ICLR 2022poster

Implicit neural representations with multi-layer perceptrons (MLPs) have recently gained prominence for a wide variety of tasks such as novel view synthesis and 3D object representation and rendering. However, a significant challenge with these representations is that both training and inference wit…

Cited by 16SourcePDFScholar
2020

Lane-Attention: Predicting Vehicles’ Moving Trajectories by Learning Their Attention Over Lanes

IROS 2020poster

Accurately forecasting the future movements of surrounding vehicles is essential for safe and efficient operations of autonomous driving cars. This task is difficult because a vehicle's moving trajectory is greatly determined by its driver's intention, which is often hard to estimate. By leveraging…

Cited by 50SourceScholar