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Improving Motion Forecasting for Autonomous Driving with the Cycle Consistency Loss
To improve the accuracy of motion forecasting, in this work, we identify a new consistency constraint in this task, that is an agent's future trajectory should be coherent with its history observations and visa versa.
Importance is in your attention: agent importance prediction for autonomous driving
Trajectory prediction is an important task in autonomous driving.
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