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1908.09008
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Conditional Flow Variational Autoencoders for Structured Sequence Prediction
24 August 2019
Apratim Bhattacharyya
M. Hanselmann
Mario Fritz
Bernt Schiele
C. Straehle
BDL
DRL
AI4TS
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Papers citing
"Conditional Flow Variational Autoencoders for Structured Sequence Prediction"
50 / 55 papers shown
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TopoDiffuser: A Diffusion-Based Multimodal Trajectory Prediction Model with Topometric Maps
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Junhui Wang
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Chao Gao
Guyue Zhou
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157
1
0
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Continuous Locomotive Crowd Behavior Generation
Computer Vision and Pattern Recognition (CVPR), 2025
Inhwan Bae
Junoh Lee
Hae-Gon Jeon
461
4
0
07 Apr 2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
Computer Vision and Pattern Recognition (CVPR), 2025
Yuxiang Fu
Qi Yan
Lele Wang
Ke Li
Renjie Liao
AI4TS
447
26
0
13 Mar 2025
Unity by Diversity: Improved Representation Learning in Multimodal VAEs
Neural Information Processing Systems (NeurIPS), 2024
Thomas M. Sutter
Yang Meng
Andrea Agostini
Daphné Chopard
Norbert Fortin
Julia E. Vogt
Bahbak Shahbaba
Stephan Mandt
SSL
626
10
0
08 Jan 2025
Data-Driven Traffic Simulation for an Intersection in a Metropolis
Haoyuan Chen
Mehmet Kerem Turkcan
Xuan Di
Javad Ghaderi
Gil Zussman
239
0
0
01 Aug 2024
SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model
Inhwan Bae
Young-Jae Park
Hae-Gon Jeon
291
51
0
27 Mar 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction
Inhwan Bae
Junoh Lee
Hae-Gon Jeon
415
64
0
27 Mar 2024
LG-Traj: LLM Guided Pedestrian Trajectory Prediction
Pranav Singh Chib
Pravendra Singh
278
35
0
12 Mar 2024
Towards Open-World Co-Salient Object Detection with Generative Uncertainty-aware Group Selective Exchange-Masking
Yang Wu
Shenglong Hu
Huihui Song
Kaihua Zhang
Bo Liu
Dong Liu
288
1
0
16 Oct 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting
IEEE International Conference on Computer Vision (ICCV), 2023
Inhwan Bae
Jean Oh
Hae-Gon Jeon
321
67
0
18 Jul 2023
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions
Vehicular Communications (Veh. Commun.), 2023
Vibha Bharilya
Neetesh Kumar
313
109
0
12 Jul 2023
Counterfactual Generative Models for Time-Varying Treatments
Knowledge Discovery and Data Mining (KDD), 2023
Shenghao Wu
Wen-liang Zhou
Minshuo Chen
Shixiang Zhu
DiffM
CML
555
13
0
25 May 2023
Distilling Knowledge for Short-to-Long Term Trajectory Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Sourav Das
Guglielmo Camporese
Shaokang Cheng
Lamberto Ballan
385
5
0
15 May 2023
DeePLT: Personalized Lighting Facilitates by Trajectory Prediction of Recognized Residents in the Smart Home
International journal of information technology (IJIT), 2023
D. Safaei
Ali Sobhani
M. Fakhredanesh
375
9
0
17 Apr 2023
Leapfrog Diffusion Model for Stochastic Trajectory Prediction
Computer Vision and Pattern Recognition (CVPR), 2023
Wei Mao
Chenxin Xu
Qi Zhu
Siheng Chen
Yanfeng Wang
369
216
0
20 Mar 2023
From Crowd Motion Prediction to Robot Navigation in Crowds
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
S. Poddar
Christoforos Mavrogiannis
S. Srinivasa
261
40
0
02 Mar 2023
A Comprehensive Review of Data-Driven Co-Speech Gesture Generation
Simbarashe Nyatsanga
Taras Kucherenko
Chaitanya Ahuja
G. Henter
Michael Neff
SLR
494
140
0
13 Jan 2023
G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System
Aryan Garg
Renu M. Rameshan
281
0
0
15 Oct 2022
Social-PatteRNN: Socially-Aware Trajectory Prediction Guided by Motion Patterns
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Ingrid Navarro
Jean Oh
247
19
0
12 Sep 2022
Human Trajectory Prediction via Neural Social Physics
European Conference on Computer Vision (ECCV), 2022
Jiangbei Yue
Tianyi Zhou
He Wang
AI4CE
369
139
0
21 Jul 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning
Neural Networks (NN), 2022
Chenxin Xu
Yuxin Wei
Bohan Tang
Sheng Yin
Ya Zhang
Siheng Chen
AI4TS
AI4CE
332
57
0
27 Jun 2022
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning
Computer Vision and Pattern Recognition (CVPR), 2022
Chenxin Xu
Maosen Li
Zhenyang Ni
Ya Zhang
Siheng Chen
309
234
0
19 Apr 2022
SMEMO: Social Memory for Trajectory Forecasting
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Francesco Marchetti
Federico Becattini
Lorenzo Seidenari
Marco Bertini
311
46
0
23 Mar 2022
Remember Intentions: Retrospective-Memory-based Trajectory Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Chenxin Xu
Wei Mao
Wenjun Zhang
Siheng Chen
275
175
0
22 Mar 2022
LiP-Flow: Learning Inference-time Priors for Codec Avatars via Normalizing Flows in Latent Space
European Conference on Computer Vision (ECCV), 2022
Emre Aksan
Shugao Ma
Akin Caliskan
Stanislav Pidhorskyi
Alexander Richard
S. Wei
Jason M. Saragih
Otmar Hilliges
3DH
152
1
0
15 Mar 2022
Neural Motion Planning for Autonomous Parking
International Journal of Control, Automation and Systems (IJCAS), 2021
Dongchan Kim
K. Huh
88
9
0
12 Nov 2021
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction
Hao Zhou
Dongchun Ren
Xu Yang
Mingyu Fan
Hai Huang
114
8
0
28 Oct 2021
Flow Plugin Network for conditional generation
Patryk Wielopolski
Michal Koperski
Maciej Ziȩba
3DPC
AI4CE
395
2
0
07 Oct 2021
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction
Patrick Dendorfer
Sven Elflein
Laura Leal-Taixé
262
143
0
20 Aug 2021
Human Trajectory Prediction via Counterfactual Analysis
IEEE International Conference on Computer Vision (ICCV), 2021
Guangyi Chen
Junlong Li
Jiwen Lu
Jie Zhou
184
90
0
29 Jul 2021
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers
Computer Vision and Pattern Recognition (CVPR), 2021
Apratim Bhattacharyya
Daniel Olmeda Reino
Mario Fritz
Bernt Schiele
258
33
0
22 Jun 2021
Spectral Temporal Graph Neural Network for Trajectory Prediction
IEEE International Conference on Robotics and Automation (ICRA), 2021
Defu Cao
Jiachen Li
Hengbo Ma
Masayoshi Tomizuka
231
78
0
05 Jun 2021
Trajectory Prediction with Latent Belief Energy-Based Model
Computer Vision and Pattern Recognition (CVPR), 2021
Bo Pang
Tianyang Zhao
Xu Xie
Ying Nian Wu
283
111
0
07 Apr 2021
FloMo: Tractable Motion Prediction with Normalizing Flows
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Christoph Schöller
Alois C. Knoll
236
31
0
05 Mar 2021
Clustering multivariate functional data using unsupervised binary trees
Computational Statistics & Data Analysis (CSDA), 2020
Steven Golovkine
N. Klutchnikoff
V. Patilea
382
12
0
10 Dec 2020
From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting
IEEE International Conference on Computer Vision (ICCV), 2020
K. Mangalam
Yang An
Harshayu Girase
Jitendra Malik
265
336
0
02 Dec 2020
Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring
Luis Felipe M.O. Henriques
Eduardo Morgan
S. Colcher
Ruy Luiz Milidiú
136
0
0
30 Nov 2020
Trajectory Prediction in Autonomous Driving with a Lane Heading Auxiliary Loss
IEEE Robotics and Automation Letters (RA-L), 2020
Ross Greer
Nachiket Deo
Mohan M. Trivedi
416
53
0
12 Nov 2020
Variational Dynamic Mixtures
Chen Qiu
Stephan Mandt
Maja R. Rudolph
BDL
AI4TS
350
2
0
20 Oct 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation
Asian Conference on Computer Vision (ACCV), 2020
Patrick Dendorfer
Aljosa Osep
Laura Leal-Taixé
280
137
0
02 Oct 2020
Haar Wavelet based Block Autoregressive Flows for Trajectories
German Conference on Pattern Recognition (DAGM), 2020
Apratim Bhattacharyya
C. Straehle
Mario Fritz
Bernt Schiele
AI4TS
163
15
0
21 Sep 2020
Modulating Scalable Gaussian Processes for Expressive Statistical Learning
Pattern Recognition (Pattern Recognit.), 2020
Haitao Liu
Yew-Soon Ong
Xiaomo Jiang
Xiaofang Wang
231
4
0
29 Aug 2020
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
Philipp Geiger
C. Straehle
AI4CE
598
30
0
17 Aug 2020
Imitative Planning using Conditional Normalizing Flow
Shubhankar Agarwal
Harshit S. Sikchi
Cole Gulino
Eric Wilkinson
Shivam Gautam
319
6
0
31 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation
Roman Klokov
Edmond Boyer
Jakob Verbeek
3DPC
257
127
0
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MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
Francesco Marchetti
Federico Becattini
Lorenzo Seidenari
Marco Bertini
360
136
0
05 Jun 2020
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting
International Conference on Pattern Recognition (ICPR), 2020
Alessio Monti
Alessia Bertugli
Simone Calderara
Rita Cucchiara
281
80
0
26 May 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction
Alessia Bertugli
Simone Calderara
Pasquale Coscia
Lamberto Ballan
Rita Cucchiara
435
40
0
17 May 2020
It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
European Conference on Computer Vision (ECCV), 2020
K. Mangalam
Harshayu Girase
Shreya Agarwal
Kuan-Hui Lee
Ehsan Adeli
Jitendra Malik
Adrien Gaidon
3DPC
696
555
0
04 Apr 2020
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