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Multimodal Deep Generative Models for Trajectory Prediction: A Conditional Variational Autoencoder Approach.

, , , and . IEEE Robotics Autom. Lett., 6 (1): 295-302 (2021)

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EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision., , , , , , , , , and 1 other author(s). CoRR, (2023)Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning., , and . CoRR, (2022)DTPP: Differentiable Joint Conditional Prediction and Cost Evaluation for Tree Policy Planning in Autonomous Driving., , , , , and . CoRR, (2023)Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty., , , , , , and . IROS, page 12196-12203. IEEE, (2022)Leveraging Neural Network Gradients within Trajectory Optimization for Proactive Human-Robot Interactions., , , and . ICRA, page 9673-9679. IEEE, (2021)Trajectron++: Dynamically-Feasible Trajectory Forecasting with Heterogeneous Data., , , and . ECCV (18), volume 12363 of Lecture Notes in Computer Science, page 683-700. Springer, (2020)Language-Guided Traffic Simulation via Scene-Level Diffusion., , , , , , , and . CoRL, volume 229 of Proceedings of Machine Learning Research, page 144-177. PMLR, (2023)Language Conditioned Traffic Generation., , , , and . CoRL, volume 229 of Proceedings of Machine Learning Research, page 2714-2752. PMLR, (2023)Producing and Leveraging Online Map Uncertainty in Trajectory Prediction., , , , and . CoRR, (2024)Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning., , and . ICRA, page 7786-7793. IEEE, (2023)