Conditional Flow Variational Autoencoders for Structured Sequence Prediction

24 August 2019

Apratim Bhattacharyya

M. Hanselmann

Mario Fritz

Bernt Schiele

Papers citing "Conditional Flow Variational Autoencoders for Structured Sequence Prediction"

24 / 24 papers shown

Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 2025
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions Vibha Bharilya Neetesh Kumar 28 47 0 12 Jul 2023
Distilling Knowledge for Short-to-Long Term Trajectory Prediction Sourav Das Guglielmo Camporese Shaokang Cheng Lamberto Ballan 34 3 0 15 May 2023
DeePLT: Personalized Lighting Facilitates by Trajectory Prediction of Recognized Residents in the Smart Home D. Safaei Ali Sobhani M. Fakhredanesh 22 5 0 17 Apr 2023
A Comprehensive Review of Data-Driven Co-Speech Gesture Generation Simbarashe Nyatsanga Taras Kucherenko Chaitanya Ahuja G. Henter Michael Neff SLR 33 90 0 13 Jan 2023
G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System Aryan Garg Renu M. Rameshan 27 0 0 15 Oct 2022
Human Trajectory Prediction via Neural Social Physics Jiangbei Yue Dinesh Manocha He-Nan Wang AI4CE 24 100 0 21 Jul 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya-Qin Zhang Siheng Chen AI4TS AI4CE 32 33 0 27 Jun 2022
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
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction Patrick Dendorfer Sven Elflein Laura Leal-Taixé 24 91 0 20 Aug 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 19 67 0 29 Jul 2021
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers Apratim Bhattacharyya Daniel Olmeda Reino Mario Fritz Bernt Schiele 21 25 0 22 Jun 2021
Clustering multivariate functional data using unsupervised binary trees Steven Golovkine N. Klutchnikoff V. Patilea 11 12 0 10 Dec 2020
From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting K. Mangalam Yang An Harshayu Girase Jitendra Malik 19 263 0 02 Dec 2020
Trajectory Prediction in Autonomous Driving with a Lane Heading Auxiliary Loss Ross Greer Nachiket Deo Mohan M. Trivedi 35 46 0 12 Nov 2020
Variational Dynamic Mixtures Chen Qiu Stephan Mandt Maja R. Rudolph BDL AI4TS 16 2 0 20 Oct 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation Patrick Dendorfer Aljosa Osep Laura Leal-Taixé 23 103 0 02 Oct 2020
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers Philipp Geiger C. Straehle AI4CE 25 26 0 17 Aug 2020
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting Alessio Monti Alessia Bertugli Simone Calderara Rita Cucchiara 17 66 0 26 May 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction Alessia Bertugli Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 31 28 0 17 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 14 430 0 04 Apr 2020
Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings Shweta Mahajan Iryna Gurevych Stefan Roth DRL 13 36 0 16 Feb 2020
Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans Nachiket Deo Mohan M. Trivedi 24 148 0 03 Jan 2020
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris M. Kitani D. Gavrila Kai O. Arras 34 725 0 15 May 2019