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The Pose Knows: Video Forecasting by Generating Pose Futures

The Pose Knows: Video Forecasting by Generating Pose Futures

28 April 2017
Jacob Walker
Kenneth Marino
Abhinav Gupta
M. Hebert
ArXivPDFHTML

Papers citing "The Pose Knows: Video Forecasting by Generating Pose Futures"

37 / 87 papers shown
Title
A Survey on Generative Adversarial Networks: Variants, Applications, and
  Training
A Survey on Generative Adversarial Networks: Variants, Applications, and Training
Abdul Jabbar
Xi Li
Bourahla Omar
25
266
0
09 Jun 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised
  Video Prediction
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction
Vincent Le Guen
Nicolas Thome
AI4CE
PINN
91
289
0
03 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and
  Applications
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
Jie Gui
Zhenan Sun
Yonggang Wen
Dacheng Tao
Jieping Ye
EGVM
26
818
0
20 Jan 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth
  Latent Transitions
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions
Zhenyi Wang
Ping Yu
Yang Zhao
Ruiyi Zhang
Yufan Zhou
Junsong Yuan
Changyou Chen
19
52
0
21 Dec 2019
Action Anticipation with RBF Kernelized Feature Mapping RNN
Action Anticipation with RBF Kernelized Feature Mapping RNN
Yuge Shi
Basura Fernando
Richard I. Hartley
31
82
0
18 Nov 2019
Few-shot Video-to-Video Synthesis
Few-shot Video-to-Video Synthesis
Ting-Chun Wang
Ming-Yu Liu
Andrew Tao
Guilin Liu
Jan Kautz
Bryan Catanzaro
DiffM
VGen
51
367
0
28 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action
  Recognition and Motion Prediction
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
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction
Xiaoli Liu
Jianqin Yin
Huaping Liu
Yilong Yin
3DH
32
7
0
04 Sep 2019
Compositional Video Prediction
Compositional Video Prediction
Yufei Ye
Maneesh Singh
Abhinav Gupta
Shubham Tulsiani
18
85
0
22 Aug 2019
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical
  Control
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control
Yu-Wei Chao
Jimei Yang
Weifeng Chen
Jia Deng
24
42
0
20 Aug 2019
Predicting 3D Human Dynamics from Video
Predicting 3D Human Dynamics from Video
Jason Y. Zhang
Panna Felsen
Angjoo Kanazawa
Jitendra Malik
3DH
24
110
0
13 Aug 2019
Adversarial Video Generation on Complex Datasets
Adversarial Video Generation on Complex Datasets
Aidan Clark
Jeff Donahue
Karen Simonyan
VGen
GAN
27
74
0
15 Jul 2019
Unsupervised Learning of Object Structure and Dynamics from Videos
Unsupervised Learning of Object Structure and Dynamics from Videos
Matthias Minderer
Chen Sun
Ruben Villegas
Forrester Cole
Kevin Patrick Murphy
Honglak Lee
27
150
0
19 Jun 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control
Ego-Pose Estimation and Forecasting as Real-Time PD Control
Ye Yuan
Kris M. Kitani
EgoV
22
124
0
07 Jun 2019
Appearance and Pose-Conditioned Human Image Generation using Deformable
  GANs
Appearance and Pose-Conditioned Human Image Generation using Deformable GANs
Aliaksandr Siarohin
Stéphane Lathuilière
E. Sangineto
N. Sebe
3DH
GAN
12
54
0
30 Apr 2019
Long-Term Human Video Generation of Multiple Futures Using Poses
Long-Term Human Video Generation of Multiple Futures Using Poses
Naoya Fushishita
Antonio Tejero-de-Pablos
Yusuke Mukuta
Tatsuya Harada
14
9
0
16 Apr 2019
Progressive Pose Attention Transfer for Person Image Generation
Progressive Pose Attention Transfer for Person Image Generation
Zhen Zhu
Tengteng Huang
Baoguang Shi
Miao Yu
Bofei Wang
X. Bai
GAN
27
310
0
06 Apr 2019
Prediction-Tracking-Segmentation
Prediction-Tracking-Segmentation
Jianren Wang
Yihui He
Xiaobo Wang
Xinjia Yu
Xia Chen
VOS
37
13
0
05 Apr 2019
Point-to-Point Video Generation
Point-to-Point Video Generation
Tsun-Hsuan Wang
Y. Cheng
Chieh Hubert Lin
Hwann-Tzong Chen
Min Sun
VGen
DiffM
16
21
0
05 Apr 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
27
173
0
21 Jan 2019
Grounded Human-Object Interaction Hotspots from Video
Grounded Human-Object Interaction Hotspots from Video
Tushar Nagarajan
Christoph Feichtenhofer
Kristen Grauman
29
159
0
11 Dec 2018
Disentangling Propagation and Generation for Video Prediction
Disentangling Propagation and Generation for Video Prediction
Hang Gao
Huazhe Xu
Qi-Zhi Cai
Ruth Wang
Feng Yu
Trevor Darrell
23
84
0
02 Dec 2018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware
  Image-to-Image Translation
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
Matteo Tomei
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
DiffM
17
76
0
26 Nov 2018
MsCGAN: Multi-scale Conditional Generative Adversarial Networks for
  Person Image Generation
MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation
Wei Tang
Teng Li
Fudong Nian
Hao Wu
GAN
12
10
0
19 Oct 2018
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D
  Pedestrian Pose and Gait Prediction
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction
Xiaoxiao Du
Ram Vasudevan
Matthew Johnson-Roberson
3DH
17
64
0
11 Sep 2018
Recycle-GAN: Unsupervised Video Retargeting
Recycle-GAN: Unsupervised Video Retargeting
Aayush Bansal
Shugao Ma
Deva Ramanan
Yaser Sheikh
VGen
DiffM
32
296
0
15 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human
  Dynamics
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics
Xinchen Yan
Akash Rastogi
Ruben Villegas
Kalyan Sunkavalli
Eli Shechtman
Sunil Hadap
Ersin Yumer
Honglak Lee
30
149
0
14 Aug 2018
Learning to Decompose and Disentangle Representations for Video
  Prediction
Learning to Decompose and Disentangle Representations for Video Prediction
Jun-Ting Hsieh
Bingbin Liu
De-An Huang
Li Fei-Fei
Juan Carlos Niebles
DRL
138
305
0
11 Jun 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion
QuaterNet: A Quaternion-based Recurrent Model for Human Motion
Dario Pavllo
David Grangier
Michael Auli
3DH
17
259
0
16 May 2018
When will you do what? - Anticipating Temporal Occurrences of Activities
When will you do what? - Anticipating Temporal Occurrences of Activities
Yazan Abu Farha
Alexander Richard
Juergen Gall
27
189
0
03 Apr 2018
DIY Human Action Data Set Generation
DIY Human Action Data Set Generation
Mehran Khodabandeh
Hamid Reza Vaezi Joze
Ilya Zharkov
V. Pradeep
21
11
0
29 Mar 2018
Deformable GANs for Pose-based Human Image Generation
Deformable GANs for Pose-based Human Image Generation
Aliaksandr Siarohin
E. Sangineto
Stéphane Lathuilière
N. Sebe
3DH
GAN
36
450
0
29 Dec 2017
Audio to Body Dynamics
Audio to Body Dynamics
Eli Shlizerman
Lucio Dery
Hayden Schoen
Ira Kemelmacher-Shlizerman
VGen
37
154
0
19 Dec 2017
Folded Recurrent Neural Networks for Future Video Prediction
Folded Recurrent Neural Networks for Future Video Prediction
Marc Oliu
Javier Selva
Sergio Escalera
29
134
0
01 Dec 2017
Deep Video Generation, Prediction and Completion of Human Action
  Sequences
Deep Video Generation, Prediction and Completion of Human Action Sequences
Haoye Cai
Chunyan Bai
Yu-Wing Tai
Chi-Keung Tang
VGen
29
143
0
23 Nov 2017
Sharpness-aware Low dose CT denoising using conditional generative
  adversarial network
Sharpness-aware Low dose CT denoising using conditional generative adversarial network
Xin Yi
P. Babyn
GAN
MedIm
28
261
0
22 Aug 2017
Pixel Recurrent Neural Networks
Pixel Recurrent Neural Networks
Aaron van den Oord
Nal Kalchbrenner
Koray Kavukcuoglu
SSeg
GAN
251
2,550
0
25 Jan 2016
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