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

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Showing 111–120 of 187 papers

TitleStatusHype
TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory PredictionCode1
Joint Learning Architecture for Multiple Object Tracking and Trajectory ForecastingCode1
Towards Robust Human Trajectory Prediction in Raw Videos—0
Multi-Camera Trajectory Forecasting with Trajectory TensorsCode1
Human Trajectory Prediction via Counterfactual AnalysisCode1
Rethinking Trajectory Forecasting Evaluation—0
Multimodal trajectory forecasting based on discrete heat map—0
Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users' Trajectories—0
Asymmetrical Bi-RNN for pedestrian trajectory encodingCode1
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds—0
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