MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics

14 August 2018

Sunil Hadap

Papers citing "MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics"

37 / 37 papers shown

Title
On Information-Theoretic Measures of Predictive Uncertainty Kajetan Schweighofer L. Aichberger Mykyta Ielanskyi Sepp Hochreiter UQCV UD 31 4 0 14 Oct 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 30 2 0 24 May 2024
InsActor: Instruction-driven Physics-based Characters Jiawei Ren Mingyuan Zhang Cunjun Yu Xiao Ma Liang Pan Ziwei Liu VGen 16 17 0 28 Dec 2023
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 26 14 0 20 Oct 2023
Controlling Character Motions without Observable Driving Source Weiyuan Li Bin Dai Ziyi Zhou Qi Yao Baoyuan Wang VGen 6 1 0 11 Aug 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 30 55 0 07 Feb 2023
Audio2Gestures: Generating Diverse Gestures from Audio Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 23 8 0 17 Jan 2023
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 28 20 0 09 Dec 2022
PaCMO: Partner Dependent Human Motion Generation in Dyadic Human Activity using Neural Operators Md Ashiqur Rahman Jasorsi Ghosh Hrishikesh Viswanath Kamyar Azizzadenesheli Aniket Bera 27 8 0 25 Nov 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 19 34 0 11 Oct 2022
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos Boyang Zhang Suping Wu Hu Cao Kehua Ma Pan Li Lei Lin 21 1 0 07 Oct 2022
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network Payam Nikdel Mohammad Mahdavian Mo Chen 3DH 27 8 0 13 Sep 2022
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 15 129 0 20 Jul 2022
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation Yifan Zhang Qijian Zhang Zhiyu Zhu Junhui Hou Yixuan Yuan 3DPC 34 52 0 06 Jul 2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 22 13 0 04 Apr 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 29 0 08 Mar 2022
Freeform Body Motion Generation from Speech Jing-Fen Xu Wei Zhang Yalong Bai Qi-Biao Sun Tao Mei SLR 25 18 0 04 Mar 2022
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 19 48 0 16 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 33 114 0 02 Dec 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 25 9 0 25 Nov 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo X. Zuo Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 63 22 0 12 Nov 2021
Physics-based Human Motion Estimation and Synthesis from Videos Kevin Xie Tingwu Wang Umar Iqbal Yunrong Guo Sanja Fidler Florian Shkurti 3DH 17 82 0 21 Sep 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 19 74 0 19 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 24 5 0 12 Aug 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 23 56 0 17 Mar 2021
Forecasting Characteristic 3D Poses of Human Actions Christian Diller Thomas Funkhouser Angela Dai 26 29 0 30 Nov 2020
3D Human Motion Estimation via Motion Compression and Refinement Zhengyi Luo S. Golestaneh Kris M. Kitani 3DH 17 145 0 09 Aug 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris M. Kitani 21 73 0 12 Jun 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 15 76 0 23 Apr 2020
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Jing Zhang Deng-Ping Fan Yuchao Dai Saeed Anwar F. Saleh Tong Zhang Nick Barnes UQCV 14 319 0 13 Apr 2020
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas Arkanath Pathak Harini Kannan D. Erhan Quoc V. Le Honglak Lee VGen 14 135 0 05 Nov 2019
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 31 14 0 12 Oct 2019
Compositional Video Prediction Yufei Ye Maneesh Singh Abhinav Gupta Shubham Tulsiani 18 84 0 22 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 22 110 0 13 Aug 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris M. Kitani 28 130 0 11 Jul 2019
Unsupervised Learning of Object Structure and Dynamics from Videos Matthias Minderer Chen Sun Ruben Villegas Forrester Cole Kevin Patrick Murphy Honglak Lee 11 149 0 19 Jun 2019
Point-to-Point Video Generation Tsun-Hsuan Wang Y. Cheng Chieh Hubert Lin Hwann-Tzong Chen Min Sun VGen DiffM 11 21 0 05 Apr 2019