Social Attention: Modeling Attention in Human Crowds

12 October 2017

Jean Oh

Papers citing "Social Attention: Modeling Attention in Human Crowds"

50 / 287 papers shown

Title
Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 34 44 0 20 Jul 2022
Entry-Flipped Transformer for Inference and Prediction of Participant Behavior Bo Hu Tat-Jen Cham 36 8 0 13 Jul 2022
Conditioned Human Trajectory Prediction using Iterative Attention Blocks A. Postnikov A. Gamayunov Gonzalo Ferrer 15 3 0 29 Jun 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya Zhang Siheng Chen AI4TS AI4CE 32 33 0 27 Jun 2022
Online Trajectory Prediction for Metropolitan Scale Mobility Digital Twin Z. Fan Xiaojie Yang Wei Yuan Renhe Jiang Quanjun Chen Xuan Song Ryosuke Shibasaki 17 18 0 21 Jun 2022
ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning Yuxiao Chen Boris Ivanovic Marco Pavone 45 77 0 18 Jun 2022
Communication-Free Shepherding Navigation with Multiple Steering Agents Ai-lan Li Masaki Ogura Naoki Wakamiya LLMSV 19 6 0 17 May 2022
Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction Luigi Filippo Chiara Pasquale Coscia Sourav Das Simone Calderara Rita Cucchiara Lamberto Ballan 42 42 0 25 Apr 2022
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Chenxin Xu Maosen Li Zhenyang Ni Ya Zhang Siheng Chen 27 145 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 42 194 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 29 54 0 25 Mar 2022
Under the Hood of Transformer Networks for Trajectory Forecasting Luca Franco Leonardo Placidi Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 18 19 0 22 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction Chenxin Xu Wei Mao Wenjun Zhang Siheng Chen 21 119 0 22 Mar 2022
Reinforcement Learning based Voice Interaction to Clear Path for Robots in Elevator Environment Wanli Ma Xinyi Gao Jianwei Shi Hao Hu Chaoyang Wang Yanxue Liang Oktay Karakuş 25 1 0 18 Mar 2022
Phased Flight Trajectory Prediction with Deep Learning Kai Zhang Bo Chen 23 3 0 17 Mar 2022
SocialVAE: Human Trajectory Prediction using Timewise Latents Pei Xu J. Hayet Ioannis Karamouzas 11 84 0 15 Mar 2022
Adaptive Environment Modeling Based Reinforcement Learning for Collision Avoidance in Complex Scenes Shuaijun Wang R. Gao Ruihua Han Shengduo Chen Chengyang Li Qi Hao 26 13 0 15 Mar 2022
A Two-Block RNN-based Trajectory Prediction from Incomplete Trajectory Ryoske Fujii J. Vongkulbhisal Ryo Hachiuma Hideo Saito 37 14 0 14 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 35 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
Leveraging Smooth Attention Prior for Multi-Agent Trajectory Prediction Zhangjie Cao Erdem Biyik Guy Rosman Dorsa Sadigh 46 11 0 08 Mar 2022
Important Object Identification with Semi-Supervised Learning for Autonomous Driving Jiachen Li Haiming Gang Hengbo Ma Masayoshi Tomizuka Chiho Choi 26 12 0 05 Mar 2022
Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph Shuijing Liu Peixin Chang Zhe Huang Neeloy Chakraborty Kaiwen Hong Weihang Liang D. L. McPherson Junyi Geng Katherine Driggs-Campbell 50 72 0 03 Mar 2022
Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction Aamir Hasan Pranav Sriram Katherine Driggs-Campbell GNN 172 3 0 27 Feb 2022
Concept Graph Neural Networks for Surgical Video Understanding Yutong Ban J. Eckhoff Thomas M. Ward Daniel A. Hashimoto O. Meireles Daniela Rus Guy Rosman NAI 27 17 0 27 Feb 2022
CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces Beihao Xia Conghao Wong Qinmu Peng Wei Yuan Xinge You 19 53 0 17 Feb 2022
SFMGNet: A Physics-based Neural Network To Predict Pedestrian Trajectories Sakif Hossain Fatema-Tuj-Johora J. P. Müller Sven Hartmann Andreas Reinhardt AI4CE 17 6 0 06 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 25 64 0 18 Jan 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model Chunnan Wang Cheng Liang Xiang Chen Hongzhi Wang 16 1 0 09 Jan 2022
Hierarchical Motion Encoder-Decoder Network for Trajectory Forecasting Qifan Xue Shen Li Xuanpeng Li Jingwen Zhao Weigong Zhang 21 10 0 26 Nov 2021
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches R. Korbmacher A. Tordeux 29 85 0 11 Nov 2021
Trajectory Prediction with Graph-based Dual-scale Context Fusion Lu Zhang Peiliang Li Jing Chen Shaojie Shen 31 28 0 02 Nov 2021
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction Hao Zhou Dongchun Ren Xu Yang Mingyu Fan Hai Huang 22 7 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 23 32 0 28 Oct 2021
SS-MAIL: Self-Supervised Multi-Agent Imitation Learning Akshay Dharmavaram Tejus Gupta Jiachen Li Katia Sycara 24 0 0 18 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
SVG-Net: An SVG-based Trajectory Prediction Model Mohammadhossein Bahari Vahid Zehtab Sadegh Khorasani Sana Ayromlou Saeed Saadatnejad Alexandre Alahi 3DPC 24 3 0 07 Oct 2021
Propagating State Uncertainty Through Trajectory Forecasting Boris Ivanovic Yifeng Lin Shubham Shrivastava Punarjay Chakravarty Marco Pavone 83 18 0 07 Oct 2021
Predicting Like A Pilot: Dataset and Method to Predict Socially-Aware Aircraft Trajectories in Non-Towered Terminal Airspace Jay Patrikar Brady G. Moon Jean Oh Sebastian Scherer 29 18 0 30 Sep 2021
Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting Rui Zhou Hongyu Zhou Huidong Gao Masayoshi Tomizuka Jiachen Li Zhuo Xu 29 22 0 29 Sep 2021
TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction Duong Nguyen Ronan Fablet 21 24 0 08 Sep 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition Hangjie Yuan Dong Ni Mang Wang AI4CE 17 80 0 26 Aug 2021
Are socially-aware trajectory prediction models really socially-aware? Saeed Saadatnejad Mohammadhossein Bahari Pedram J. Khorsandi Mohammad Saneian Seyed-Mohsen Moosavi-Dezfooli Alexandre Alahi AAML 32 42 0 24 Aug 2021
Towards Robust Human Trajectory Prediction in Raw Videos Rui Yu Zihan Zhou 34 11 0 18 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 26 42 0 03 Aug 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 27 53 0 29 Jul 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 27 67 0 29 Jul 2021
DeepSocNav: Social Navigation by Imitating Human Behaviors Juan Pablo de Vicente Alvaro Soto 30 6 0 19 Jul 2021
Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction Zhe Huang Ruohua Li Kazuki Shin Katherine Driggs-Campbell 43 16 0 15 Jul 2021
MSN: Multi-Style Network for Trajectory Prediction Conghao Wong Beihao Xia Qinmu Peng Wei Yuan Xinge You 33 23 0 02 Jul 2021