SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction

7 March 2019

Wanli Ouyang

Jianru Xue

Papers citing "SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction"

50 / 165 papers shown

Title
GANet: Goal Area Network for Motion Forecasting Mingkun Wang Xinge Zhu Changqian Yu W. Li Yuexin Ma Ruochun Jin Xiaoguang Ren Dongchun Ren Mingxu Wang Wenjing Yang 27 62 0 20 Sep 2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model Hao Cheng Mengmeng Liu Linyuan Chen Hellward Broszio Monika Sester M. Yang 49 55 0 16 Sep 2022
Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 28 44 0 20 Jul 2022
The Atlas Benchmark: an Automated Evaluation Framework for Human Motion Prediction Andrey Rudenko Luigi Palmieri Wan-Meng Huang A. Lilienthal Kai O. Arras 24 11 0 20 Jul 2022
Entry-Flipped Transformer for Inference and Prediction of Participant Behavior Bo Hu Tat-Jen Cham 28 8 0 13 Jul 2022
S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving Weihua Chen Fangfang Wang Hongbin Sun 21 39 0 22 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li M. Pagnucco Yang Song 21 57 0 12 Jun 2022
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts Chirag Raman Hayley Hung Marco Loog 16 3 0 01 Jun 2022
Social Interpretable Tree for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Fang Zheng Nanning Zheng G. Hua 25 39 0 26 May 2022
Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects Junjia Liu Yiting Chen Zhipeng Dong Shixiong Wang Sylvain Calinon Miao Li Fei Chen 27 59 0 12 May 2022
Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction Luigi Filippo Chiara Pasquale Coscia Sourav Das Simone Calderara Rita Cucchiara Lamberto Ballan 34 42 0 25 Apr 2022
End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps Ke Guo Wenxi Liu Jia-Yu Pan 22 33 0 31 Mar 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 31 192 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 24 53 0 25 Mar 2022
SMEMO: Social Memory for Trajectory Forecasting Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 30 26 0 23 Mar 2022
A Two-Block RNN-based Trajectory Prediction from Incomplete Trajectory Ryoske Fujii J. Vongkulbhisal Ryo Hachiuma Hideo Saito 34 14 0 14 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 27 69 0 09 Mar 2022
How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting Alessio Monti Angelo Porrello Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 23 48 0 09 Mar 2022
LatentFormer: Multi-Agent Transformer-Based Interaction Modeling and Trajectory Prediction Elmira Amirloo Amir Rasouli P. Lakner Mohsen Rohani Jun-Jie Luo OffRL 25 20 0 03 Mar 2022
Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction Aamir Hasan Pranav Sriram Katherine Driggs-Campbell GNN 122 3 0 27 Feb 2022
An Ensemble Learning Framework for Vehicle Trajectory Prediction in Interactive Scenarios Zirui Li Yunlong Lin Cheng Gong Xinwei Wang Qi Liu Jian-wei Gong Chao Lu 38 5 0 22 Feb 2022
CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces Beihao Xia Conghao Wong Qinmu Peng Wei Yuan Xinge You 11 52 0 17 Feb 2022
Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder Jiashi Gao Xinming Shi James J. Q. Yu AI4TS 12 6 0 08 Feb 2022
Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding Pu Zhang Lei Bai Jianru Xue Jianwu Fang Nanning Zheng Wanli Ouyang 25 8 0 03 Feb 2022
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction Pei Lv Wentong Wang Yunxin Wang Yuzhen Zhang Mingliang Xu Changsheng Xu 29 40 0 05 Dec 2021
Cross-domain Trajectory Prediction with CTP-Net Pingxuan Huang Zhenhua Cui Jing Li Shenghua Gao bo Hu Yanyan Fang 21 3 0 22 Oct 2021
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums Conghao Wong Beihao Xia Ziming Hong Qinmu Peng Wei Yuan Qiong Cao Yibo Yang Xinge You 22 65 0 14 Oct 2021
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction Osama Makansi Julius von Kügelgen Francesco Locatello Peter V. Gehler Dominik Janzing Thomas Brox Bernhard Schölkopf FAtt 30 28 0 11 Oct 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction Fang Zheng Le Wang Sanping Zhou Wei Tang Zhenxing Niu N. Zheng G. Hua AI4TS 19 33 0 31 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 19 52 0 29 Jul 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 19 67 0 29 Jul 2021
Social Processes: Self-Supervised Meta-Learning over Conversational Groups for Forecasting Nonverbal Social Cues Chirag Raman Hayley Hung Marco Loog AI4TS 19 9 0 28 Jul 2021
Group-based Motion Prediction for Navigation in Crowded Environments Allan Wang Christoforos Mavrogiannis Aaron Steinfeld 18 29 0 24 Jul 2021
Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction Zhe Huang Ruohua Li Kazuki Shin Katherine Driggs-Campbell 38 16 0 15 Jul 2021
Probabilistic Trajectory Prediction with Structural Constraints Weiming Zhi Lionel Ott Fabio Ramos 25 8 0 09 Jul 2021
MSN: Multi-Style Network for Trajectory Prediction Conghao Wong Beihao Xia Qinmu Peng Wei Yuan Xinge You 27 23 0 02 Jul 2021
Predicting Vehicles Trajectories in Urban Scenarios with Transformer Networks and Augmented Information A. Quintanar David Fernández Llorca Ignacio Parra R. Izquierdo Miguel Ángel Sotelo 17 30 0 01 Jun 2021
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios Chi Zhang C. Berger M. Dozza HAI 13 19 0 26 May 2021
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds Parth Kothari Brian Sifringer Alexandre Alahi HAI AI4TS 11 59 0 07 May 2021
A context-aware pedestrian trajectory prediction framework for automated vehicles Arash Kalatian Bilal Farooq 14 46 0 16 Apr 2021
Trajectory Prediction with Latent Belief Energy-Based Model Bo Pang Tianyang Zhao Xu Xie Ying Nian Wu 21 89 0 07 Apr 2021
Online Multiple Object Tracking with Cross-Task Synergy Song Guo Jingya Wang Xinchao Wang Dacheng Tao VOT 30 57 0 01 Apr 2021
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction Yusheng Peng Gaofeng Zhang Jun Shi Benzhu Xu Liping Zheng 37 7 0 31 Mar 2021
Stepwise Goal-Driven Networks for Trajectory Prediction Chuhua Wang Yuchen Wang Mingze Xu David J. Crandall 26 124 0 25 Mar 2021
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting Ye Yuan Xinshuo Weng Yanglan Ou Kris M. Kitani AI4TS 25 441 0 25 Mar 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 29 46 0 23 Mar 2021
Core Challenges of Social Robot Navigation: A Survey Christoforos Mavrogiannis Francesca Baldini Allan Wang Dapeng Zhao Pete Trautman Aaron Steinfeld Jean Oh 28 231 0 09 Mar 2021
FloMo: Tractable Motion Prediction with Normalizing Flows Christoph Schöller Alois C. Knoll 22 22 0 05 Mar 2021
Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking Jiachen Li Hengbo Ma Zhihao Zhang Jinning Li M. Tomizuka 55 68 0 18 Feb 2021
Spatial-Channel Transformer Network for Trajectory Prediction on the Traffic Scenes Jingwen Zhao Xuanpeng Li Qifan Xue Weigong Zhang ViT 30 15 0 27 Jan 2021