Trajectory Prediction

TPNet: Trajectory Proposal Network for Motion Prediction CVPR 2020 Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving WACV 2020 Unsupervised Monocular Visual-inertial Odometry Network IJCAI 2020 VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation CVPR 2020 Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obstacles RSS 2020 Visual Reaction: Learning to Play Catch With Your Drone CVPR 2020 Volumetric Grasping Network: Real-time 6 DOF Grasp Detection in Clutter CoRL 2020 WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020 A Dynamic Bayesian Network Based Merge Mechanism for Autonomous Vehicles AAAI 2019 Analyzing the Variety Loss in the Context of Probabilistic Trajectory Prediction ICCV 2019 A Neural Temporal Model for Human Motion Prediction CVPR 2019 Argoverse: 3D Tracking and Forecasting With Rich Maps CVPR 2019 ATOM: Accurate Tracking by Overlap Maximization CVPR 2019 Bayesian Estimator for Partial Trajectory Alignment RSS 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Depth From Videos in the Wild: Unsupervised Monocular Depth Learning From Unknown Cameras ICCV 2019 Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction CoRL 2019 Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective AAAI 2019 Extrapolating Paths with Graph Neural Networks IJCAI 2019 GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019 Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression ICCV 2019 Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking ICCV 2019 Joint Prediction for Kinematic Trajectories in Vehicle-Pedestrian-Mixed Scenes ICCV 2019 Kernel Trajectory Maps for Multi-Modal Probabilistic Motion Prediction CoRL 2019 Looking to Relations for Future Trajectory Forecast ICCV 2019