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Modeling Human Motion with Quaternion-based Neural Networks

21 January 2019

Dario Pavllo

Christoph Feichtenhofer

Papers citing "Modeling Human Motion with Quaternion-based Neural Networks"

46 / 46 papers shown

Title
An Effective, Robust and Fairness-aware Hate Speech Detection Framework Guanyi Mou Kyumin Lee 69 2 0 25 Sep 2024
DragPoser: Motion Reconstruction from Variable Sparse Tracking Signals via Latent Space Optimization J. L. Pontón Eduard Pujol A. Aristidou Carlos Andújar N. Pelechano 102 1 0 29 Apr 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 76 16 0 04 Apr 2024
Neural Networks at a Fraction with Pruned Quaternions Sahel Mohammad Iqbal Subhankar Mishra 78 4 0 13 Aug 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 53 7 0 07 Jul 2023
HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation Xiao Qian Youbao Tang Ning Zhang Mei Han Jing Xiao Ming-chun Huang Ruei-Sung Lin ViT 86 14 0 18 Jan 2023
TEACH: Temporal Action Composition for 3D Humans Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 149 147 0 09 Sep 2022
FusePose: IMU-Vision Sensor Fusion in Kinematic Space for Parametric Human Pose Estimation Yiming Bao Xu Zhao Xiaobo Li 3DH 61 10 0 25 Aug 2022
UnderPressure: Deep Learning for Foot Contact Detection, Ground Reaction Force Estimation and Footskate Cleanup Lucas Mourot Ludovic Hoyet F. Clerc Pierre Hellier 76 14 0 09 Aug 2022
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts Chuan Guo Xinxin Xuo Sen Wang Li Cheng VGen 179 244 0 04 Jul 2022
Real-time Controllable Motion Transition for Characters Xiangjun Tang He Wang Bo Hu Xu Gong Ruifan Yi Qilong Kou Xiaogang Jin 98 56 0 05 May 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 57 114 0 30 Mar 2022
Triangular Character Animation Sampling with Motion, Emotion, and Relation Yizhou Zhao Liang Qiu Wensi Ai Pan Lu Song-Chun Zhu 107 1 0 09 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 91 30 0 08 Mar 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 52 65 0 30 Dec 2021
DMS-GCN: Dynamic Mutiscale Spatiotemporal Graph Convolutional Networks for Human Motion Prediction Zigeng Yan Dihua Zhai Yuanqing Xia 3DH AI4CE 57 5 0 20 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 57 50 0 16 Dec 2021
GenMotion: Data-driven Motion Generators for Real-time Animation Synthesis Yizhou Zhao Wensi Ai Liang Qiu Pan Lu Feng Shi Tian Han Song-Chun Zhu VGen 51 0 0 11 Dec 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 133 24 0 12 Nov 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 86 79 0 13 Oct 2021
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting L. Hermes Barbara Hammer M. Schilling 3DH 46 4 0 10 Oct 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 63 79 0 17 Jun 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas Guibas 3DH 115 317 0 10 May 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 65 59 0 17 Mar 2021
LoBSTr: Real-time Lower-body Pose Prediction from Sparse Upper-body Tracking Signals Dongseok Yang Doyeon Kim Sung-Hee Lee 3DH 123 83 0 02 Mar 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 78 261 0 09 Feb 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 107 131 0 01 Dec 2020
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model Saeed Ghorbani C. Wloka Ali Etemad M. Brubaker N. Troje 3DV 75 32 0 20 Oct 2020
Hierarchical Style-based Networks for Motion Synthesis Jingwei Xu Huazhe Xu Bingbing Ni Xiaokang Yang Xinyu Wang Trevor Darrell 3DH 88 31 0 24 Aug 2020
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 99 47 0 27 Jul 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 106 294 0 23 Jul 2020
Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound Richard Droste L. Drukker A. Papageorghiou J. A. Noble 59 64 0 08 Jul 2020
Deep Residual Mixture Models Perttu Hämäläinen Martin Trapp Tuure Saloheimo Arno Solin 77 8 0 22 Jun 2020
Generative Tweening: Long-term Inbetweening of 3D Human Motions Yi Zhou Jingwan Lu Connelly Barnes Jimei Yang Sitao Xiang Hao li GAN 3DH 76 44 0 18 May 2020
Unpaired Motion Style Transfer from Video to Animation Kfir Aberman Yijia Weng Dani Lischinski Daniel Cohen-Or Baoquan Chen 63 153 0 12 May 2020
Skeleton-Aware Networks for Deep Motion Retargeting Kfir Aberman Peizhuo Li Dani Lischinski O. Sorkine-Hornung Daniel Cohen-Or Baoquan Chen 70 191 0 12 May 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 97 231 0 18 Apr 2020
MoVi: A Large Multipurpose Motion and Video Dataset Saeed Ghorbani Kimia Mahdaviani A. Thaler Konrad Paul Kording D. Cook Gunnar Blohm N. Troje 92 73 0 04 Mar 2020
Back to the Future: Joint Aware Temporal Deep Learning 3D Human Pose Estimation Vikas Gupta 3DH 106 1 0 22 Feb 2020
Unsupervised and Generic Short-Term Anticipation of Human Body Motions Kristina Enes Hassan Errami Moritz Wolter Tim Krake B. Eberhardt A. Weber Jorg Zimmermann OOD 49 2 0 13 Dec 2019
Generative Autoregressive Networks for 3D Dancing Move Synthesis from Music Hyemin Ahn Jaehun Kim Kihyun Kim Songhwai Oh GAN 81 44 0 11 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 86 191 0 20 Oct 2019
TrajectoryNet: a new spatio-temporal feature learning network for human motion prediction Xiaoli Liu Jianqin Yin Jin Liu Pengxiang Ding Jun Liu Huaping Liu 3DH 79 11 0 15 Oct 2019
Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 74 35 0 04 Oct 2019
Learning Variations in Human Motion via Mix-and-Match Perturbation M. S. Aliakbarian F. Saleh Mathieu Salzmann L. Petersson Stephen Gould A. Habibian 62 8 0 02 Aug 2019
Compressing deep quaternion neural networks with targeted regularization Riccardo Vecchi Simone Scardapane Danilo Comminiello A. Uncini 74 20 0 26 Jul 2019