MotionMixer: MLP-based 3D Human Body Pose Forecasting

1 July 2022

Arij Bouazizi

Adrian Holzbock

U. Kressel

Klaus C. J. Dietmayer

Vasileios Belagiannis

3DH

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Papers citing "MotionMixer: MLP-based 3D Human Body Pose Forecasting"

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Title
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers Jiarui Sun Chin-Chia Michael Yeh Yujie Fan Xin Dai Xiran Fan ... Junpeng Wang Huiyuan Chen Zhongfang Zhuang Yan Zheng Girish Chowdhary AI4TS 41 0 0 13 Mar 2025
EgoCast: Forecasting Egocentric Human Pose in the Wild María Escobar Juanita Puentes Cristhian Forigua Jordi Pont-Tuset Kevis-Kokitsi Maninis Pablo Arbeláez EgoV 73 2 0 03 Dec 2024
MotionRL: Align Text-to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning Xiaoyang Liu Yunyao Mao Wengang Zhou Houqiang Li 40 2 0 09 Oct 2024
Past Movements-Guided Motion Representation Learning for Human Motion Prediction Junyu Shi Baoxuan Wang 3DH 31 0 0 04 Aug 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 38 2 0 24 May 2024
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning Jaewoo Jeong Daehee Park Kuk-Jin Yoon 38 6 0 08 Apr 2024
Map-Aware Human Pose Prediction for Robot Follow-Ahead Qingyuan Jiang Burak Susam Jun-Jee Chao Volkan Isler 59 0 0 20 Mar 2024
Fooling Neural Networks for Motion Forecasting via Adversarial Attacks Edgar Medina Leyong Loh AAML 32 0 0 07 Mar 2024
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting Edgar Medina Leyong Loh Namrata Gurung Kyung Hun Oh Niels Heller 3DH 42 3 0 21 Feb 2024
T2M-HiFiGPT: Generating High Quality Human Motion from Textual Descriptions with Residual Discrete Representations Congyi Wang 22 4 0 17 Dec 2023
Interactive Humanoid: Online Full-Body Motion Reaction Synthesis with Social Affordance Canonicalization and Forecasting Yunze Liu Changxi Chen Li Yi 27 16 0 14 Dec 2023
Recent Advances in Deterministic Human Motion Prediction: A Review Tenghao Deng Yan Sun 3DH 26 0 0 11 Dec 2023
Spatio-temporal MLP-graph network for 3D human pose estimation T. Hassan A. Ben Hamza 3DH 27 3 0 29 Aug 2023
Pedestrian Environment Model for Automated Driving Adrian Holzbock Alexander Tsaregorodtsev Vasileios Belagiannis 23 0 0 17 Aug 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 37 4 0 14 Aug 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 32 18 0 30 Jul 2023
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving P. Bauer Arij Bouazizi U. Kressel F. Flohr 3DH 29 11 0 27 Jul 2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction Hung Tran Vuong Le Svetha Venkatesh T. Tran 33 1 0 24 Jul 2023
Data-Free Backbone Fine-Tuning for Pruned Neural Networks Adrian Holzbock Achyut Hegde Klaus C. J. Dietmayer Vasileios Belagiannis 17 0 0 22 Jun 2023
Physics-constrained Attack against Convolution-based Human Motion Prediction Chengxu Duan Zhicheng Zhang Xiaoli Liu Yonghao Dang Jianqin Yin AAML 3DH 35 1 0 21 Jun 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 34 7 0 21 May 2023
Towards Accurate Human Motion Prediction via Iterative Refinement Jiarui Sun Girish Chowdhary 3DH 16 4 0 08 May 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 26 9 0 12 Apr 2023
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback Xiaoning Sun Huaijiang Sun Bin Li Dong Wei Weiqing Li Jianfeng Lu 3DH 28 4 0 10 Apr 2023
Graph-Guided MLP-Mixer for Skeleton-Based Human Motion Prediction Xinshun Wang Qiongjie Cui Chen Chen Shen Zhao Mengyuan Liu 3DH 17 2 0 07 Apr 2023
Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement Xingqun Qi Chen Liu Muyi Sun Lincheng Li Changjie Fan Xin Yu SLR 74 15 0 03 Mar 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 32 56 0 07 Feb 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 34 330 0 15 Jan 2023
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations Christian Diller Thomas Funkhouser Angela Dai 25 3 0 25 Nov 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 27 35 0 12 Oct 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 31 109 0 04 Jul 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 65 286 0 23 Jul 2020