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AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction

17 May 2020

Papers citing "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

32 / 32 papers shown

Title
Neural Relational Inference with Fast Modular Meta-learning Ferran Alet Erica Weng Tomás Lozano Pérez L. Kaelbling 111 57 0 10 Oct 2023
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 89 103 0 21 Dec 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 70 242 0 07 Jul 2020
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting Alessio Monti Alessia Bertugli Simone Calderara Rita Cucchiara 65 67 0 26 May 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 55 161 0 13 Dec 2019
The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections Julian Bock R. Krajewski Tobias Moers Steffen Runde Lennart Vater L. Eckstein AI4TS 75 366 0 18 Nov 2019
Multiple Futures Prediction Yichuan Tang Ruslan Salakhutdinov 91 353 0 04 Nov 2019
Social and Scene-Aware Trajectory Prediction in Crowded Spaces Matteo Lisotto Pasquale Coscia Lamberto Ballan 60 70 0 19 Sep 2019
BasketballGAN: Generating Basketball Play Simulation Through Sketching Hsin-Ying Hsieh Chieh-Yu Chen Yu-Shuen Wang Jung-Hong Chuang 57 19 0 16 Sep 2019
Conditional Flow Variational Autoencoders for Structured Sequence Prediction Apratim Bhattacharyya M. Hanselmann Mario Fritz Bernt Schiele C. Straehle BDL DRL AI4TS 70 85 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 74 608 0 04 Jul 2019
Factorised Neural Relational Inference for Multi-Interaction Systems Ezra Webb Ben Day Helena Andrés-Terré Pietro Lio AI4CE GNN 66 30 0 21 May 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 97 735 0 15 May 2019
Conditional Generative Neural System for Probabilistic Trajectory Prediction Jiachen Li Hengbo Ma Masayoshi Tomizuka 79 175 0 05 May 2019
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs Javad Amirian J. Hayet J. Pettré GAN 63 275 0 20 Apr 2019
Interaction-aware Multi-agent Tracking and Probabilistic Behavior Prediction via Adversarial Learning Jiachen Li Hengbo Ma Masayoshi Tomizuka 49 56 0 04 Apr 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction Pu Zhang Wanli Ouyang Pengfei Zhang Jianru Xue Nanning Zheng 60 462 0 07 Mar 2019
Stochastic Prediction of Multi-Agent Interactions from Partial Observations Chen Sun Per Karlsson Jiajun Wu J. Tenenbaum Kevin Patrick Murphy 75 89 0 25 Feb 2019
Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang Lu Jiang Juan Carlos Niebles Alexander G. Hauptmann Li Fei-Fei 47 379 0 11 Feb 2019
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents Sungwon Kim Sang-gil Lee Sibo Zhang Ruigang Yang Jaehyeon Kim Tianyi Zhou 85 423 0 06 Nov 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 108 905 0 05 Jun 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 166 1,921 0 29 Mar 2018
Generating Multi-Agent Trajectories using Programmatic Weak Supervision Eric Zhan Stephan Zheng Yisong Yue Long Sha P. Lucey 80 88 0 20 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,225 0 30 Oct 2017
Social Attention: Modeling Attention in Human Crowds Anirudh Vemula Katharina Muelling Jean Oh HAI 62 642 0 12 Oct 2017
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents Namhoon Lee Wongun Choi Paul Vernaza Chris Choy Philip Torr Manmohan Chandraker AI4TS 91 995 0 14 Apr 2017
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 114 351 0 02 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 647 29,154 0 09 Sep 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 300 5,532 0 23 Nov 2015
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 90 1,261 0 07 Jun 2015
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 88 2,742 0 20 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013