TNT: Target-driveN Trajectory Prediction Aug 19, 2020 Motion Forecasting Prediction
Code Code Available Generative Adversarial Networks for Spatio-temporal Data: A Survey Aug 18, 2020 Imputation Survey
— Unverified Multi-Modal Trajectory Prediction of NBA Players Aug 18, 2020 Decision Making Prediction
— Unverified Multimodal Deep Generative Models for Trajectory Prediction: A Conditional Variational Autoencoder Approach Aug 10, 2020 Prediction Trajectory Prediction
— Unverified Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction Aug 3, 2020 motion prediction Trajectory Prediction
— Unverified SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Aug 1, 2020 Adversarial Attack Adversarial Defense
Code Code Available Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding Aug 1, 2020 Autonomous Driving Decision Making
Code Code Available How Can I See My Future? FvTraj: Using First-person View for Pedestrian Trajectory Prediction Aug 1, 2020 Pedestrian Trajectory Prediction Trajectory Prediction
— Unverified Artificial neural networks for disease trajectory prediction in the context of sepsis Jul 29, 2020 Trajectory Prediction
— Unverified BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation Jul 29, 2020 Autonomous Driving Collision Avoidance
Code Code Available Learning Lane Graph Representations for Motion Forecasting Jul 27, 2020 Motion Forecasting Trajectory Prediction
Code Code Available The Unsupervised Method of Vessel Movement Trajectory Prediction Jul 27, 2020 Clustering Prediction
— Unverified SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction Jul 26, 2020 Diversity Motion Forecasting
— Unverified ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data Jul 24, 2020 Activity Recognition Change Point Detection
Code Code Available Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models Jul 14, 2020 Contrastive Learning Trajectory Prediction
— Unverified AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Jul 11, 2020 Image Reconstruction Prediction
— Unverified Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Jul 7, 2020 Deep Learning Trajectory Forecasting
Code Code Available Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling Jul 7, 2020 Imitation Learning Trajectory Prediction
Code Code Available Large-scale Analysis and Simulation of Traffic Flow using Markov Models Jul 6, 2020 Management Trajectory Prediction
— Unverified Probabilistic Multi-modal Trajectory Prediction with Lane Attention for Autonomous Vehicles Jul 6, 2020 Autonomous Vehicles Decoder
— Unverified Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism Jul 6, 2020 Autonomous Driving Decision Making
— Unverified Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods Jul 3, 2020 Pedestrian Trajectory Prediction Trajectory Prediction
Code Code Available Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction Jul 2, 2020 Decision Making Trajectory Prediction
— Unverified Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM Jun 30, 2020 motion prediction Navigate
Code Code Available Deep Learning for Vision-based Prediction: A Survey Jun 30, 2020 Autonomous Driving Deep Learning
Code Code Available Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network Jun 23, 2020 Autonomous Vehicles Navigate
— Unverified AMENet: Attentive Maps Encoder Network for Trajectory Prediction Jun 15, 2020 Prediction Trajectory Prediction
Code Code Available MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction Jun 5, 2020 Autonomous Vehicles Multi Future Trajectory Prediction
Code Code Available Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation Jun 1, 2020 Imitation Learning Imputation
— Unverified Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction May 28, 2020 Benchmarking Prediction
— Unverified Robust Trajectory Forecasting for Multiple Intelligent Agents in Dynamic Scene May 27, 2020 Autonomous Driving Prediction
— Unverified DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting May 26, 2020 Graph Neural Network Human motion prediction
Code Code Available Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction May 18, 2020 Autonomous Driving Pedestrian Trajectory Prediction
Code Code Available AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction May 17, 2020 Graph Attention Multi-future Trajectory Prediction
Code Code Available Data Driven Aircraft Trajectory Prediction with Deep Imitation Learning May 16, 2020 Clustering Imitation Learning
— Unverified STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction May 8, 2020 3D geometry Autonomous Driving
— Unverified Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations May 8, 2020 Classification Diagnostic
— Unverified DeepRacing: Parameterized Trajectories for Autonomous Racing May 6, 2020 Autonomous Racing Trajectory Prediction
Code Code Available Trajectory Prediction for Autonomous Driving based on Multi-Head Attention with Joint Agent-Map Representation May 6, 2020 Autonomous Driving Autonomous Vehicles
— Unverified UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving May 6, 2020 Autonomous Driving Trajectory Prediction
— Unverified CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation May 2, 2020 Autonomous Driving motion prediction
— Unverified Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras May 1, 2020 Pedestrian Trajectory Prediction Trajectory Forecasting
Code Code Available TPNet: Trajectory Proposal Network for Motion Prediction Apr 26, 2020 Autonomous Driving motion prediction
— Unverified Recursive Social Behavior Graph for Trajectory Prediction Apr 22, 2020 Prediction Trajectory Prediction
— Unverified Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories Apr 21, 2020 Pedestrian Trajectory Prediction Prediction
— Unverified SSP: Single Shot Future Trajectory Prediction Apr 13, 2020 Prediction Trajectory Prediction
— Unverified Implicit Multiagent Coordination at Unsignalized Intersections via Multimodal Inference Enabled by Topological Braids Apr 10, 2020 Decision Making Trajectory Prediction
— Unverified Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency Apr 9, 2020 Generative Adversarial Network Image Reconstruction
— Unverified An End-to-End Learning Approach for Trajectory Prediction in Pedestrian Zones Apr 9, 2020 Prediction Trajectory Prediction
— Unverified Reciprocal Learning Networks for Human Trajectory Prediction Apr 9, 2020 Prediction Trajectory Prediction
— Unverified 