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 161170 of 187 papers

TitleStatusHype
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal GraphsCode0
Controllable Motion Generation via Diffusion Modal CouplingCode0
TFT-multi: simultaneous forecasting of vital sign trajectories in the ICUCode0
Real Time Trajectory Prediction Using Deep Conditional Generative ModelsCode0
Joint Metrics Matter: A Better Standard for Trajectory ForecastingCode0
Propagating State Uncertainty Through Trajectory ForecastingCode0
Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal FusionCode0
Intelligent Camera Selection Decisions for Target Tracking in a Camera NetworkCode0
TrajFlow: A Generative Framework for Occupancy Density Estimation Using Normalizing FlowsCode0
Argoverse: 3D Tracking and Forecasting with Rich MapsCode0
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