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Continuous Locomotive Crowd Behavior Generation

7 April 2025

Papers citing "Continuous Locomotive Crowd Behavior Generation"

50 / 115 papers shown

Title
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Chenxin Xu Maosen Li Zhenyang Ni Ya Zhang Siheng Chen 93 156 0 19 Apr 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 480 215 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 97 57 0 25 Mar 2022
SMEMO: Social Memory for Trajectory Forecasting Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 106 28 0 23 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction Chenxin Xu Wei Mao Wenjun Zhang Siheng Chen 116 125 0 22 Mar 2022
SocialVAE: Human Trajectory Prediction using Timewise Latents Pei Xu J. Hayet Ioannis Karamouzas 105 94 0 15 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 119 75 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 65 51 0 09 Mar 2022
CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces Beihao Xia Conghao Wong Qinmu Peng Wei Yuan Xinge You 74 57 0 17 Feb 2022
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction Mihee Lee Samuel S. Sohn Seonghyeon Moon Sejong Yoon Mubbasir Kapadia Vladimir Pavlovic 57 67 0 18 Jan 2022
Deep Explicit Duration Switching Models for Time Series Abdul Fatir Ansari Konstantinos Benidis Richard Kurle Ali Caner Turkmen Harold Soh Alex Smola Yuyang Wang Tim Januschowski BDL 97 21 0 26 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 71 70 0 14 Oct 2021
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction Patrick Dendorfer Sven Elflein Laura Leal-Taixé 62 100 0 20 Aug 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 83 55 0 29 Jul 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 89 69 0 29 Jul 2021
MSN: Multi-Style Network for Trajectory Prediction Conghao Wong Beihao Xia Qinmu Peng Wei Yuan Xinge You 96 29 0 02 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 532 5,163 0 31 May 2021
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds Parth Kothari Brian Sifringer Alexandre Alahi HAI AI4TS 68 60 0 07 May 2021
Trajectory Prediction with Latent Belief Energy-Based Model Bo Pang Tianyang Zhao Xu Xie Ying Nian Wu 68 93 0 07 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 103 237 0 04 Apr 2021
Stepwise Goal-Driven Networks for Trajectory Prediction Chuhua Wang Yuchen Wang Mingze Xu David J. Crandall 100 130 0 25 Mar 2021
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting Ye Yuan Xinshuo Weng Yanglan Ou Kris Kitani AI4TS 114 461 0 25 Mar 2021
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis Jianhua Sun Yuxuan Li Haoshu Fang Cewu Lu 101 74 0 14 Mar 2021
SceneGen: Learning to Generate Realistic Traffic Scenes Shuhan Tan K. Wong Shenlong Wang S. Manivasagam Mengye Ren R. Urtasun 92 107 0 16 Jan 2021
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 140 103 0 21 Dec 2020
Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision Rongqin Liang Yuanman Li Xia Li Yi Tang Jiantao Zhou Wenbin Zou 83 41 0 03 Dec 2020
From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting K. Mangalam Yang An Harshayu Girase Jitendra Malik 56 281 0 02 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,531 0 06 Oct 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation Patrick Dendorfer Aljosa Osep Laura Leal-Taixé 100 110 0 02 Oct 2020
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation Jeevan Devaranjan Amlan Kar Sanja Fidler 76 89 0 20 Aug 2020
TNT: Target-driveN Trajectory Prediction Hang Zhao Jiyang Gao Tian-Shing Lan Chen Sun Benjamin Sapp ... Yi Shen Yuning Chai Cordelia Schmid Congcong Li Dragomir Anguelov 116 560 0 19 Aug 2020
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction Chaofan Tao Qinhong Jiang Lixin Duan Ping Luo 84 49 0 03 Aug 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Tianyi Zhou 3DPC 83 13 0 11 Jul 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 102 242 0 07 Jul 2020
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 78 121 0 05 Jun 2020
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu Xiao Ma Jiawei Ren Haiyu Zhao Shuai Yi 97 475 0 18 May 2020
Recursive Social Behavior Graph for Trajectory Prediction Jianhua Sun Qinhong Jiang Cewu Lu GNN 75 161 0 22 Apr 2020
Reciprocal Learning Networks for Human Trajectory Prediction Hao Sun Zhiqun Zhao Zhihai He 56 57 0 09 Apr 2020
It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction K. Mangalam Harshayu Girase Shreya Agarwal Kuan-Hui Lee Ehsan Adeli Jitendra Malik Adrien Gaidon 3DPC 123 450 0 04 Apr 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction Abduallah A. Mohamed Kun Qian Mohamed Elhoseiny Christian G. Claudel GNN 155 720 0 27 Feb 2020
Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans Nachiket Deo Mohan M. Trivedi 99 151 0 03 Jan 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 70 161 0 13 Dec 2019
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems Zhe Dong Bryan Seybold Kevin Patrick Murphy Hung Bui BDL 86 32 0 21 Oct 2019
MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction Yuning Chai Benjamin Sapp Mayank Bansal Dragomir Anguelov 102 671 0 12 Oct 2019
Conditional Flow Variational Autoencoders for Structured Sequence Prediction Apratim Bhattacharyya M. Hanselmann Mario Fritz Bernt Schiele C. Straehle BDL DRL AI4TS 110 86 0 24 Aug 2019
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 86 613 0 04 Jul 2019
Conditional Generative Neural System for Probabilistic Trajectory Prediction Jiachen Li Hengbo Ma Masayoshi Tomizuka 98 176 0 05 May 2019
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yuan Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 149 252 0 25 Apr 2019
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction Tianyang Zhao Yifei Xu Mathew Monfort Wongun Choi Chris L. Baker Yibiao Zhao Yizhou Wang Ying Nian Wu 70 402 0 09 Apr 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction Pu Zhang Wanli Ouyang Pengfei Zhang Jianru Xue Nanning Zheng 84 464 0 07 Mar 2019