SocialVAE: Human Trajectory Prediction using Timewise Latents

15 March 2022

Papers citing "SocialVAE: Human Trajectory Prediction using Timewise Latents"

37 / 37 papers shown

Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 91 0 0 07 Apr 2025
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 84 55 0 25 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction Chenxin Xu Wei Mao Wenjun Zhang Siheng Chen 84 124 0 22 Mar 2022
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 64 28 0 11 Oct 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar Suman V. Ravuri Karel Lenc Matthew Willson D. Kangin Rémi R. Lam ... R. Hadsell Nial H. Robinson Ellen Clancy A. Arribas S. Mohamed AI4Cl 176 738 0 02 Apr 2021
Stepwise Goal-Driven Networks for Trajectory Prediction Chuhua Wang Yuchen Wang Mingze Xu David J. Crandall 84 129 0 25 Mar 2021
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting Ye Yuan Xinshuo Weng Yanglan Ou Kris Kitani AI4TS 94 453 0 25 Mar 2021
Machine learning accelerated computational fluid dynamics Dmitrii Kochkov Jamie A. Smith Ayya Alieva Qing Wang M. Brenner Stephan Hoyer AI4CE 120 865 0 28 Jan 2021
From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting K. Mangalam Yang An Harshayu Girase Jitendra Malik 38 275 0 02 Dec 2020
Pedestrian Trajectory Prediction with Convolutional Neural Networks Simone Zamboni Zekarias T. Kefato Sarunas Girdzijauskas Noren Christoffer L. D. Col HAI 41 96 0 12 Oct 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 96 251 0 07 Jul 2020
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 65 119 0 05 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 762 42,055 0 28 May 2020
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu Xiao Ma Jiawei Ren Haiyu Zhao Shuai Yi 62 472 0 18 May 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 75 443 0 04 Apr 2020
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 167 386 0 18 Mar 2020
Learning to Simulate Complex Physics with Graph Networks Alvaro Sanchez-Gonzalez Jonathan Godwin Tobias Pfaff Rex Ying J. Leskovec Peter W. Battaglia PINN AI4CE 139 1,091 0 21 Feb 2020
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs Javad Amirian J. Hayet J. Pettré GAN 58 275 0 20 Apr 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 292 5,739 0 26 Mar 2019
What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction Christoph Schöller Vincent Aravantinos F. Lay Alois C. Knoll 61 222 0 19 Mar 2019
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions Rohan Chandra Uttaran Bhattacharya Aniket Bera Tianyi Zhou 60 257 0 12 Dec 2018
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 99 903 0 05 Jun 2018
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark S. Becker Ronny Hug Wolfgang Hubner Michael Arens 72 71 0 19 May 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 163 1,916 0 29 Mar 2018
CAR-Net: Clairvoyant Attentive Recurrent Network Amir Sadeghian Ferdinand Legros Maxime Voisin Ricky Vesel Alexandre Alahi Silvio Savarese 3DPC 60 140 0 28 Nov 2017
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 67 184 0 15 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,138 0 30 Oct 2017
Social Attention: Modeling Attention in Human Crowds Anirudh Vemula Katharina Muelling Jean Oh HAI 62 641 0 12 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 204 2,511 0 16 Jun 2016
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 112 398 0 24 May 2016
Knowledge Transfer for Scene-specific Motion Prediction Lamberto Ballan F. Castaldo Alexandre Alahi F. Palmieri Silvio Savarese 55 110 0 22 Mar 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 469 2,570 0 25 Jan 2016
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 84 1,259 0 07 Jun 2015
Learning Stochastic Recurrent Networks Justin Bayer Christian Osendorfer BDL 68 274 0 27 Nov 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013