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 1120 of 187 papers

TitleStatusHype
Multi-modal Knowledge Distillation-based Human Trajectory ForecastingCode1
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation0
Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions0
Controllable Motion Generation via Diffusion Modal CouplingCode0
EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf RegionCode0
TrajFlow: A Generative Framework for Occupancy Density Estimation Using Normalizing FlowsCode0
A Survey of World Models for Autonomous DrivingCode1
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction0
Socially-Informed Reconstruction for Pedestrian Trajectory ForecastingCode0
Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction0
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