ReCoG: A Deep Learning Framework with Heterogeneous Graph for Interaction-Aware Trajectory Prediction

9 December 2020

Papers citing "ReCoG: A Deep Learning Framework with Heterogeneous Graph for Interaction-Aware Trajectory Prediction"

22 / 22 papers shown

Title
SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction Zixu Wang Zhigang Sun J. Luettin Lavdim Halilaj 35 4 0 06 May 2024
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes Xiaqiang Tang Weigao Sun Siyuan Hu Yiyang Sun Yafeng Guo 45 5 0 01 Mar 2024
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang P. Roop 19 1 0 30 Nov 2023
STF: Spatial Temporal Fusion for Trajectory Prediction Pengqian Han P. Roop Jiamou Liu Tianzhe Bao Yifei Wang 29 5 0 29 Nov 2023
A Diffusion-Model of Joint Interactive Navigation Matthew Niedoba J. Lavington Yunpeng Liu Vasileios Lioutas Justice Sefas ... Dylan Green Setareh Dabiri Berend Zwartsenberg Adam Scibior Frank D. Wood DiffM 21 14 0 21 Sep 2023
Interpretable Goal-Based model for Vehicle Trajectory Prediction in Interactive Scenarios Amina Ghoul Itheri Yahiaoui Anne Verroust-Blondet F. Nashashibi 18 5 0 08 Aug 2023
ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation Görkay Aydemir Adil Kaan Akan Fatma Guney 19 43 0 26 Jul 2023
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions Vibha Bharilya Neetesh Kumar 31 47 0 12 Jul 2023
Traj-MAE: Masked Autoencoders for Trajectory Prediction Hao Chen Jiaze Wang Kun Shao Furui Liu Jianye Hao Chenyong Guan Guangyong Chen Pheng-Ann Heng 57 38 0 12 Mar 2023
Holistic Graph-based Motion Prediction Daniel Grimm Philip Schorner M. Dressler J. -Marius Zöllner 26 13 0 31 Jan 2023
DiPA: Probabilistic Multi-Modal Interactive Prediction for Autonomous Driving Anthony Knittel Majd Hawasly Stefano V. Albrecht John Redford S. Ramamoorthy 26 10 0 12 Oct 2022
STrajNet: Multi-modal Hierarchical Transformer for Occupancy Flow Field Prediction in Autonomous Driving Haochen Liu Zhiyu Huang Chen Lv 18 10 0 31 Jul 2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding Xiaosong Jia Peng Wu Li Chen Y. Liu Hongyang Li Junchi Yan 26 120 0 30 Apr 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 40 96 0 29 Mar 2022
StarNet: Joint Action-Space Prediction with Star Graphs and Implicit Global Frame Self-Attention Faris Janjos Maxim Dolgov Johann Marius Zöllner GNN 3DPC 13 17 0 26 Nov 2021
Jointly Learning Agent and Lane Information for Multimodal Trajectory Prediction Jie Wang Caili Guo Minan Guo Jiujiu Chen 21 5 0 26 Nov 2021
THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling Thomas Gilles S. Sabatini D. Tsishkou B. Stanciulescu Fabien Moutarde 25 129 0 13 Oct 2021
PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation A. Kamenev Lirui Wang Ollin Boer Bohan Ishwar Kulkarni Bilal Kartal Artem Molchanov Stan Birchfield David Nistér Nikolai Smolyanskiy 33 40 0 23 Sep 2021
GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation Thomas Gilles S. Sabatini D. Tsishkou B. Stanciulescu Fabien Moutarde 3DH 29 230 0 04 Sep 2021
Graph and Recurrent Neural Network-based Vehicle Trajectory Prediction For Highway Driving Xiaoyu Mo Yang Xing Chen Lv GNN 18 54 0 08 Jul 2021
Heterogeneous Edge-Enhanced Graph Attention Network For Multi-Agent Trajectory Prediction Xiaoyu Mo Yang Xing Chen Lv 27 24 0 14 Jun 2021
Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation Adam Scibior Vasileios Lioutas Daniele Reda Peyman Bateni Frank D. Wood VGen 56 47 0 22 Apr 2021