SOTAVerified

Trajectory Forecasting

Trajectory forecasting is a sequential prediction task, where a forecasting model predicts future trajectories of all moving agents (humans, vehicles, etc.) in a scene, based on their past trajectories and/or the scene context.

(Illustrative figure from Social NCE: Contrastive Learning of Socially-aware Motion Representations)

Papers

Showing 110 of 187 papers

TitleStatusHype
HPNet: Dynamic Trajectory Forecasting with Historical Prediction AttentionCode3
Producing and Leveraging Online Map Uncertainty in Trajectory PredictionCode3
Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature AttentionCode2
trajdata: A Unified Interface to Multiple Human Trajectory DatasetsCode2
Egocentric Event-Based Vision for Ping Pong Ball Trajectory PredictionCode1
Multi-modal Knowledge Distillation-based Human Trajectory ForecastingCode1
A Survey of World Models for Autonomous DrivingCode1
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical ImagesCode1
KI-GAN: Knowledge-Informed Generative Adversarial Networks for Enhanced Multi-Vehicle Trajectory Forecasting at Signalized IntersectionsCode1
JRDB-Traj: A Dataset and Benchmark for Trajectory Forecasting in CrowdsCode1
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