QuaterNet: A Quaternion-based Recurrent Model for Human Motion

16 May 2018

Papers citing "QuaterNet: A Quaternion-based Recurrent Model for Human Motion"

46 / 146 papers shown

Title
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 34 15 0 05 Oct 2020
Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression Uttaran Bhattacharya Nicholas Rewkowski P. Guhan Niall L. Williams Trisha Mittal Aniket Bera Tianyi Zhou CVBM 16 17 0 04 Oct 2020
ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit Zijie Ye Haozhe Wu Jia Jia Yaohua Bu Wei Chen Fanbo Meng Yanfeng Wang 33 69 0 16 Sep 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 19 11 0 10 Sep 2020
Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions Chase J. Gaudet Anthony Maida 19 5 0 09 Sep 2020
Dynamic Future Net: Diversified Human Motion Generation Wenheng Chen He Wang Yi Yuan Tianjia Shao Kun Zhou 3DH 35 22 0 25 Aug 2020
Learning to Generate Diverse Dance Motions with Transformer Jiaman Li Yihang Yin Hang Chu Yi Zhou Tingwu Wang Sanja Fidler Hao Li 29 123 0 18 Aug 2020
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 49 47 0 27 Jul 2020
Moving fast and slow: Analysis of representations and post-processing in speech-driven automatic gesture generation Taras Kucherenko Dai Hasegawa Naoshi Kaneko G. Henter Hedvig Kjellström 11 41 0 16 Jul 2020
Multitask Non-Autoregressive Model for Human Motion Prediction Bin Li Jian Tian Zhongfei Zhang Hailin Feng Xi Li 3DH 30 39 0 13 Jul 2020
Quaternion Capsule Networks B. Özcan Furkan Kinli Mustafa Furkan Kıraç 3DPC 20 6 0 08 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 30 243 0 07 Jul 2020
MotioNet: 3D Human Motion Reconstruction from Monocular Video with Skeleton Consistency Mingyi Shi Kfir Aberman A. Aristidou Taku Komura Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 26 68 0 22 Jun 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris Kitani 29 75 0 12 Jun 2020
Constructing Human Motion Manifold with Sequential Networks Deok-Kyeong Jang Sung-Hee Lee 20 13 0 29 May 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 28 223 0 18 Apr 2020
ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking F. Saleh M. S. Aliakbarian Mathieu Salzmann Stephen Gould DiffM VOT 29 13 0 16 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 Apr 2020
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris Kitani DiffM 31 239 0 18 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 93 304 0 17 Mar 2020
MoVi: A Large Multipurpose Motion and Video Dataset Saeed Ghorbani Kimia Mahdaviani A. Thaler Konrad Paul Kording D. Cook Gunnar Blohm N. Troje 19 70 0 04 Mar 2020
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Lei Shi Shijie Geng Kai Shuang Chiori Hori Songxiang Liu Peng Gao Sen Su 12 11 0 03 Jan 2020
Contextually Plausible and Diverse 3D Human Motion Prediction M. S. Aliakbarian F. Saleh L. Petersson Stephen Gould Mathieu Salzmann 3DH 21 3 0 18 Dec 2019
Quaternion Product Units for Deep Learning on 3D Rotation Groups Xuan Zhang S. Qin Yi Tian Xu Hongteng Xu 30 17 0 17 Dec 2019
The Liar's Walk: Detecting Deception with Gait and Gesture Tanmay Randhavane Uttaran Bhattacharya Kyra Kapsaskis Kurt Gray Aniket Bera Tianyi Zhou CVBM 27 19 0 14 Dec 2019
Human Motion Anticipation with Symbolic Label Julian Tanke A. Weber Juergen Gall 37 6 0 12 Dec 2019
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment Behnoosh Parsa Athma Narayanan Behzad Dariush 3DH 35 20 0 07 Dec 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 29 187 0 20 Oct 2019
Customizing Sequence Generation with Multi-Task Dynamical Systems Alex Bird Christopher K. I. Williams AI4CE 28 11 0 11 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 21 185 0 05 Oct 2019
To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations Chaitanya Ahuja Shugao Ma Louis-Philippe Morency Yaser Sheikh 20 58 0 05 Oct 2019
Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 22 34 0 04 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 44 203 0 29 Sep 2019
Learning Variations in Human Motion via Mix-and-Match Perturbation M. S. Aliakbarian F. Saleh Mathieu Salzmann L. Petersson Stephen Gould A. Habibian 24 8 0 02 Aug 2019
Language2Pose: Natural Language Grounded Pose Forecasting Chaitanya Ahuja Louis-Philippe Morency 27 266 0 02 Jul 2019
Motion Prediction with Recurrent Neural Network Dynamical Models and Trajectory Optimization Philipp Kratzer Marc Toussaint Jim Mainprice 10 3 0 28 Jun 2019
PVRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction Hongsong Wang Jian Dong Bin Cheng Jiashi Feng 3DH 28 36 0 15 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 23 55 0 11 Jun 2019
MoGlow: Probabilistic and controllable motion synthesis using normalising flows G. Henter Simon Alexanderson Jonas Beskow 39 97 0 16 May 2019
Human Motion Prediction via Pattern Completion in Latent Representation Space Yi Tian Xu Yaqiao Li D. Meger 31 11 0 18 Apr 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities Diogo Pernes Jaime S. Cardoso 9 3 0 31 Mar 2019
Analyzing Input and Output Representations for Speech-Driven Gesture Generation Taras Kucherenko Dai Hasegawa G. Henter Naoshi Kaneko Hedvig Kjellström 9 150 0 08 Mar 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 0 21 Jan 2019
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 3DH 22 64 0 11 Sep 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 269 2,552 0 25 Jan 2016