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 6170 of 187 papers

TitleStatusHype
SITUATE: Indoor Human Trajectory Prediction through Geometric Features and Self-Supervised Vision RepresentationCode0
SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen CamerasCode0
Smooth-Trajectron++: Augmenting the Trajectron++ behaviour prediction model with smooth attentionCode0
Real Time Trajectory Prediction Using Deep Conditional Generative ModelsCode0
Propagating State Uncertainty Through Trajectory ForecastingCode0
Pre-training on Synthetic Driving Data for Trajectory PredictionCode0
Probabilistic Symmetry for Multi-Agent DynamicsCode0
Controllable Motion Generation via Diffusion Modal CouplingCode0
EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf RegionCode0
Navigating Uncertainty: The Role of Short-Term Trajectory Prediction in Autonomous Vehicle SafetyCode0
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