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Combining Recurrent Neural Networks and Adversarial Training for Human
  Motion Synthesis and Control

Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control

21 June 2018
Zhiyong Wang
Jinxiang Chai
Shi-hong Xia
    GAN
ArXiv (abs)PDFHTML

Papers citing "Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control"

48 / 48 papers shown
HMVLM: Human Motion-Vision-Lanuage Model via MoE LoRA
HMVLM: Human Motion-Vision-Lanuage Model via MoE LoRA
Lei Hu
Yongjing Ye
Shihong Xia
108
0
0
03 Nov 2025
LILAC: Long-sequence Incremental Low-latency Arbitrary Motion Stylization via Streaming VAE-Diffusion with Causal Decoding
LILAC: Long-sequence Incremental Low-latency Arbitrary Motion Stylization via Streaming VAE-Diffusion with Causal Decoding
Peng Ren
Hai Yang
DiffMVGen
80
0
0
17 Oct 2025
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis
Xuehao Gao
Yang Yang
Shaoyi Du
Guo-Jun Qi
Junwei Han
491
1
0
01 Mar 2025
EigenActor: Variant Body-Object Interaction Generation Evolved from Invariant Action Basis ReasoningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Xuehao Gao
Yang Yang
Shaoyi Du
Yang Wu
Y. Liu
Guo-Jun Qi
319
1
0
01 Mar 2025
Fatigue-PINN: Physics-Informed Fatigue-Driven Motion Modulation and Synthesis
Fatigue-PINN: Physics-Informed Fatigue-Driven Motion Modulation and SynthesisIEEE Access (IEEE Access), 2025
Iliana Loi
Konstantinos Moustakas
251
1
0
26 Feb 2025
ELMO: Enhanced Real-time LiDAR Motion Capture through Upsampling
ELMO: Enhanced Real-time LiDAR Motion Capture through UpsamplingACM Transactions on Graphics (TOG), 2024
Deok-Kyeong Jang
Dongseok Yang
Deok-Yun Jang
Byeoli Choi
Donghoon Shin
Sung-Hee Lee
228
2
0
09 Oct 2024
Choreographing the Digital Canvas: A Machine Learning Approach to
  Artistic Performance
Choreographing the Digital Canvas: A Machine Learning Approach to Artistic Performance
Siyuan Peng
Kate Ladenheim
Snehesh Shrestha
Cornelia Fermüller
116
0
0
26 Mar 2024
DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local
  Spherical-BEV Perception
DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local Spherical-BEV Perception
Jing-yu Gong
Min Wang
Wentao Liu
Chao Qian
Zhizhong Zhang
Yuan Xie
Lizhuang Ma
202
0
0
04 Mar 2024
DivaTrack: Diverse Bodies and Motions from Acceleration-Enhanced
  Three-Point Trackers
DivaTrack: Diverse Bodies and Motions from Acceleration-Enhanced Three-Point Trackers
Dongseok Yang
Jiho Kang
Lingni Ma
Joseph Greer
Yuting Ye
Sung-Hee Lee
213
11
0
14 Feb 2024
GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion
  Generation
GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion GenerationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Xuehao Gao
Yang Yang
Zhenyu Xie
Shaoyi Du
Zhongqian Sun
Yang Wu
DiffM
276
23
0
04 Jan 2024
AAMDM: Accelerated Auto-regressive Motion Diffusion Model
AAMDM: Accelerated Auto-regressive Motion Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2023
Tianyu Li
Calvin Qiao
Guanqiao Ren
KangKang Yin
Sehoon Ha
246
9
0
02 Dec 2023
SpeechAct: Towards Generating Whole-body Motion from SpeechIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Jinsong Zhang
Minjie Zhu
Yuxiang Zhang
Yebin Liu
Kun Li
321
3
0
29 Nov 2023
MOVIN: Real-time Motion Capture using a Single LiDAR
MOVIN: Real-time Motion Capture using a Single LiDAR
Deok-Kyeong Jang
Dongseok Yang
Deok-Yun Jang
Byeoli Choi
Taeil Jin
Sung-Hee Lee
200
5
0
17 Sep 2023
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective
  Attention Mechanism
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention MechanismIEEE International Conference on Computer Vision (ICCV), 2023
Chongyang Zhong
Lei Hu
Zihao Zhang
Shihong Xia
257
99
0
02 Sep 2023
Synthesizing Diverse Human Motions in 3D Indoor Scenes
Synthesizing Diverse Human Motions in 3D Indoor ScenesIEEE International Conference on Computer Vision (ICCV), 2023
Kaifeng Zhao
Yan Zhang
Shaofei Wang
Thabo Beeler
Siyu Tang
341
103
0
21 May 2023
A Two-part Transformer Network for Controllable Motion Synthesis
A Two-part Transformer Network for Controllable Motion SynthesisIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Shuaiying Hou
Hongyu Tao
Hujun Bao
Weiwei Xu
ViT
211
7
0
25 Apr 2023
Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking
  Inputs with Diffusion Model
Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2023
Yuming Du
Robin Kips
Albert Pumarola
Sebastian Starke
Ali K. Thabet
A. Sanakoyeu
VGenDiffM
222
129
0
17 Apr 2023
Controllable Motion Synthesis and Reconstruction with Autoregressive
  Diffusion Models
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion ModelsIEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2023
Wenjie Yin
Ruibo Tu
Hang Yin
Danica Kragic
Hedvig Kjellström
Mårten Björkman
DiffM
162
3
0
03 Apr 2023
CIRCLE: Capture In Rich Contextual Environments
CIRCLE: Capture In Rich Contextual EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2023
Joao Pedro Araujo
Jiaman Li
Karthik Vetrivel
Rishi G. Agarwal
Deepak Gopinath
Jiajun Wu
Alexander Clegg
Chenxi Liu
VGen
147
83
0
31 Mar 2023
Diverse Motion In-betweening with Dual Posture Stitching
Diverse Motion In-betweening with Dual Posture Stitching
Tianxiang Ren
Jubo Yu
Shihui Guo
Ying Ma
Yutao Ouyang
Zi-Xin Zeng
Yazhan Zhang
Yipeng Qin
VGenDiffM
155
3
0
25 Mar 2023
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion
  Synthesis System
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System
Weiqiang Wang
Xuefei Zhe
Huan Chen
Di Kang
Tingguang Li
Ruizhi Chen
Linchao Bao
197
6
0
27 Sep 2022
Neural3Points: Learning to Generate Physically Realistic Full-body
  Motion for Virtual Reality Users
Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users
Yongjing Ye
Libin Liu
Lei Hu
Shi-hong Xia
3DH
192
32
0
13 Sep 2022
UnderPressure: Deep Learning for Foot Contact Detection, Ground Reaction
  Force Estimation and Footskate Cleanup
UnderPressure: Deep Learning for Foot Contact Detection, Ground Reaction Force Estimation and Footskate Cleanup
Lucas Mourot
Ludovic Hoyet
F. Clerc
Pierre Hellier
230
24
0
09 Aug 2022
Action-conditioned On-demand Motion Generation
Action-conditioned On-demand Motion GenerationACM Multimedia (ACM MM), 2022
Qiujing Lu
Yipeng Zhang
Mingjian Lu
V. Roychowdhury
214
32
0
17 Jul 2022
Diverse Dance Synthesis via Keyframes with Transformer Controllers
Diverse Dance Synthesis via Keyframes with Transformer Controllers
Junjun Pan
Siyuan Wang
Junxuan Bai
J. Dai
143
8
0
13 Jul 2022
Adversarial Attention for Human Motion Synthesis
Adversarial Attention for Human Motion SynthesisIEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2022
Matthew Malek-Podjaski
Fani Deligianni
AAML
110
2
0
25 Apr 2022
Towards Lightweight Neural Animation : Exploration of Neural Network
  Pruning in Mixture of Experts-based Animation Models
Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation ModelsVISIGRAPP (VISIGRAPP), 2022
Antoine Maiorca
Nathan Hubens
S. Laraba
Thierry Dutoit
171
3
0
11 Jan 2022
The Wanderings of Odysseus in 3D Scenes
The Wanderings of Odysseus in 3D Scenes
Yan Zhang
Siyu Tang
212
60
0
16 Dec 2021
Pose Representations for Deep Skeletal Animation
Pose Representations for Deep Skeletal Animation
Nefeli Andreou
A. Aristidou
Y. Chrysanthou
3DH
190
12
0
27 Nov 2021
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure
A. Aristidou
Anastasios Yiannakidis
Kfir Aberman
Daniel Cohen-Or
Ariel Shamir
Y. Chrysanthou
216
87
0
23 Nov 2021
A Survey on Deep Learning for Skeleton-Based Human Animation
A Survey on Deep Learning for Skeleton-Based Human Animation
Lucas Mourot
Ludovic Hoyet
F. Clerc
Francois Schnitzler
Pierre Hellier
3DH
276
98
0
13 Oct 2021
Stochastic Scene-Aware Motion Prediction
Stochastic Scene-Aware Motion Prediction
Mohamed Hassan
Duygu Ceylan
Ruben Villegas
Jun Saito
Jimei Yang
Yi Zhou
Michael J. Black
VGen
238
223
0
18 Aug 2021
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion
Dynamical Deep Generative Latent Modeling of 3D Skeletal MotionInternational Journal of Computer Vision (IJCV), 2021
Amirreza Farnoosh
Sarah Ostadabbas
135
4
0
18 Jun 2021
Incorporating Transformer and LSTM to Kalman Filter with EM algorithm
  for state estimation
Incorporating Transformer and LSTM to Kalman Filter with EM algorithm for state estimation
Zhuang Shi
266
11
0
01 May 2021
Graph-based Normalizing Flow for Human Motion Generation and
  Reconstruction
Graph-based Normalizing Flow for Human Motion Generation and ReconstructionIEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2021
Wenjie Yin
Hang Yin
Danica Kragic
Mårten Björkman
3DH
132
22
0
07 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions
Synthesis of Compositional Animations from Textual DescriptionsIEEE International Conference on Computer Vision (ICCV), 2021
Anindita Ghosh
N. Cheema
Cennet Oguz
Christian Theobalt
P. Slusallek
543
212
0
26 Mar 2021
Character Controllers Using Motion VAEs
Character Controllers Using Motion VAEsACM Transactions on Graphics (TOG), 2020
Hung Yu Ling
F. Zinno
George Cheng
M. van de Panne
DRL
253
288
0
26 Mar 2021
A causal convolutional neural network for multi-subject motion modeling
  and generation
A causal convolutional neural network for multi-subject motion modeling and generationComputational Visual Media (CVM), 2021
Shuaiying Hou
Congyi Wang
Wenlin Zhuang
Yu Chen
Yangang Wang
Hujun Bao
Jinxiang Chai
Weiwei Xu
210
7
0
28 Jan 2021
Personality-Driven Gaze Animation with Conditional Generative
  Adversarial Networks
Personality-Driven Gaze Animation with Conditional Generative Adversarial Networks
Funda Durupinar
CVBMGAN
88
2
0
11 Nov 2020
Probabilistic Character Motion Synthesis using a Hierarchical Deep
  Latent Variable Model
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model
Saeed Ghorbani
C. Wloka
Ali Etemad
M. Brubaker
N. Troje
3DV
140
33
0
20 Oct 2020
Intuitive Facial Animation Editing Based On A Generative RNN Framework
Intuitive Facial Animation Editing Based On A Generative RNN Framework
Eloïse Berson
Catherine Soladié
Nicolas Stoiber
3DHCVBM
126
8
0
12 Oct 2020
Dynamic Future Net: Diversified Human Motion Generation
Dynamic Future Net: Diversified Human Motion Generation
Wenheng Chen
He Wang
Yi Yuan
Tianjia Shao
Kun Zhou
3DH
260
24
0
25 Aug 2020
Real-Time Cleaning and Refinement of Facial Animation Signals
Real-Time Cleaning and Refinement of Facial Animation Signals
Eloïse Berson
Catherine Soladié
Nicolas Stoiber
3DH
74
3
0
04 Aug 2020
Structure-Aware Human-Action Generation
Structure-Aware Human-Action Generation
Ping Yu
Yang Zhao
Chunyuan Li
Junsong Yuan
Changyou Chen
GNN
244
45
0
04 Jul 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth
  Latent Transitions
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent TransitionsAAAI Conference on Artificial Intelligence (AAAI), 2019
Zhenyi Wang
Ping Yu
Yang Zhao
Ruiyi Zhang
Jiuxiang Gu
Junsong Yuan
Changyou Chen
177
66
0
21 Dec 2019
Synthetic Data for Deep Learning
Synthetic Data for Deep Learning
Sergey I. Nikolenko
336
410
0
25 Sep 2019
MoGlow: Probabilistic and controllable motion synthesis using
  normalising flows
MoGlow: Probabilistic and controllable motion synthesis using normalising flowsACM Transactions on Graphics (TOG), 2019
G. Henter
Simon Alexanderson
Jonas Beskow
270
102
0
16 May 2019
Modeling Human Motion with Quaternion-based Neural Networks
Modeling Human Motion with Quaternion-based Neural Networks
Dario Pavllo
Christoph Feichtenhofer
Michael Auli
David Grangier
3DH
176
186
0
21 Jan 2019
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