Brian Sifringer

Interpretable Social Anchors for Human Trajectory Forecasting in Crowds

Human trajectory forecasting in crowds, at its core, is a sequence prediction problem with specific challenges of capturing inter-sequence dependencies (social interactions) and consequently predicting socially-compliant multimodal distributions. In recent years, neural network-based methods have be…