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Learning to Generate Long-term Future via Hierarchical Prediction
19 April 2017
Ruben Villegas
Jimei Yang
Yuliang Zou
Sungryull Sohn
Xunyu Lin
Honglak Lee
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Papers citing
"Learning to Generate Long-term Future via Hierarchical Prediction"
50 / 211 papers shown
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TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction
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Juergen Gall
226
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ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Zhiyu Yao
Yunbo Wang
Haixu Wu
Jianmin Wang
Mingsheng Long
AI4TS
236
11
0
08 Oct 2021
Cross-Camera Human Motion Transfer by Time Series Analysis
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Guanghan Li
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191
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29 Sep 2021
Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis
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Wei Zhang
T. Shen
Zhoujun Li
Tao Mei
201
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05 Sep 2021
Click to Move: Controlling Video Generation with Sparse Motion
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Marco De Nadai
Bruno Lepri
Elisa Ricci
Stéphane Lathuilière
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160
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0
19 Aug 2021
Stochastic Scene-Aware Motion Prediction
Mohamed Hassan
Duygu Ceylan
Ruben Villegas
Jun Saito
Jimei Yang
Yi Zhou
Michael J. Black
VGen
254
223
0
18 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction
International Journal of Computer Vision (IJCV), 2021
Xiaohan Li
Yi Wang
Liwei Wang
Bei Yu
Jiaya Jia
VGen
171
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0
12 Aug 2021
Video Generation from Text Employing Latent Path Construction for Temporal Modeling
International Conference on Pattern Recognition (ICPR), 2021
Amir Mazaheri
M. Shah
181
8
0
29 Jul 2021
Accurate Grid Keypoint Learning for Efficient Video Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Xiaojie Gao
Yueming Jin
Qi Dou
Chi-Wing Fu
Pheng-Ann Heng
VGen
181
18
0
28 Jul 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction
He Zhao
Richard P. Wildes
223
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0
11 Jul 2021
Diverse Video Generation using a Gaussian Process Trigger
International Conference on Learning Representations (ICLR), 2021
Gaurav Shrivastava
Abhinav Shrivastava
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140
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09 Jul 2021
SemCo: Toward Semantic Coherent Visual Relationship Forecasting
Yangjun Ou
Yao Liu
Li Mi
Zhenzhong Chen
254
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02 Jul 2021
FitVid: Overfitting in Pixel-Level Video Prediction
Mohammad Babaeizadeh
M. Saffar
Suraj Nair
Sergey Levine
Chelsea Finn
D. Erhan
VLM
297
101
0
24 Jun 2021
Efficient training for future video generation based on hierarchical disentangled representation of latent variables
Naoya Fushishita
Antonio Tejero-de-Pablos
Yusuke Mukuta
Tatsuya Harada
DRL
160
0
0
07 Jun 2021
Hierarchical Video Generation for Complex Data
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
171
4
0
04 Jun 2021
Image-to-Video Generation via 3D Facial Dynamics
X. Tu
Yingtian Zou
Jian-jun Zhao
W. Ai
Jian Dong
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Zhikang Wang
Guodong Guo
Zhifeng Li
Wei Liu
Jiashi Feng
CVBM
3DH
184
57
0
31 May 2021
DFPN: Deformable Frame Prediction Network
International Conference on Information Photonics (ICIP), 2021
M. Yilmaz
A. Murat Tekalp
AI4CE
139
15
0
26 May 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation
Ting Pan
Zhuqing Jiang
Jianan Han
S. Wen
Aidong Men
Haiying Wang
188
5
0
24 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis
International Conference on Learning Representations (ICLR), 2021
Yu Tian
Jian Ren
Menglei Chai
Kyle Olszewski
Xi Peng
Dimitris N. Metaxas
Sergey Tulyakov
VGen
275
204
0
30 Apr 2021
Adaptive Appearance Rendering
British Machine Vision Conference (BMVC), 2021
Mengyao Zhai
Ruizhi Deng
Jiacheng Chen
Lei Chen
Zhiwei Deng
Greg Mori
98
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0
24 Apr 2021
Hierarchical Motion Understanding via Motion Programs
Computer Vision and Pattern Recognition (CVPR), 2021
Sumith Kulal
Jiayuan Mao
A. Aiken
Jiajun Wu
131
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22 Apr 2021
Learning Semantic-Aware Dynamics for Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2021
Xinzhu Bei
Yanchao Yang
Stefano Soatto
VGen
208
37
0
20 Apr 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction
International Conference on Learning Representations (ICLR), 2021
Wonkwang Lee
Whie Jung
Han Zhang
Ting Chen
Jing Yu Koh
Thomas E. Huang
Hyungsuk Yoon
Honglak Lee
Seunghoon Hong
167
29
0
14 Apr 2021
Neural Articulated Radiance Field
IEEE International Conference on Computer Vision (ICCV), 2021
Atsuhiro Noguchi
Xiao Sun
Stephen Lin
Tatsuya Harada
3DH
AI4CE
371
239
0
07 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Sangmin Lee
Hak Gu Kim
Dae Hwi Choi
Hyungil Kim
Yong Man Ro
207
123
0
02 Apr 2021
Synthesis of Compositional Animations from Textual Descriptions
IEEE International Conference on Computer Vision (ICCV), 2021
Anindita Ghosh
N. Cheema
Cennet Oguz
Christian Theobalt
P. Slusallek
543
213
0
26 Mar 2021
Future Frame Prediction for Robot-assisted Surgery
Information Processing in Medical Imaging (IPMI), 2021
Xiaojie Gao
Yueming Jin
Zixu Zhao
Qi Dou
Pheng-Ann Heng
MedIm
188
14
0
18 Mar 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yunbo Wang
Haixu Wu
Jianjin Zhang
Zhifeng Gao
Jianmin Wang
Philip S. Yu
Mingsheng Long
463
525
0
17 Mar 2021
MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions
Computer Vision and Pattern Recognition (CVPR), 2021
Haixu Wu
Zhiyu Yao
J. Wan
Mingsheng Long
223
162
0
03 Mar 2021
Predicting Video with VQVAE
Jacob Walker
Ali Razavi
Aaron van den Oord
DRL
236
75
0
02 Mar 2021
Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-to-Video Synthesis
International Conference on Pattern Recognition (ICPR), 2021
Fu-En Yang
Jing-Cheng Chang
Yuan-Hao Lee
Y. Wang
GAN
VGen
122
2
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26 Feb 2021
Video Reenactment as Inductive Bias for Content-Motion Disentanglement
IEEE Transactions on Image Processing (TIP), 2021
Juan Felipe Hernandez Albarracin
Adín Ramirez Rivera
371
3
0
30 Jan 2021
Learning Temporal Dynamics from Cycles in Narrated Video
IEEE International Conference on Computer Vision (ICCV), 2021
Dave Epstein
Jiajun Wu
Cordelia Schmid
Chen Sun
AI4TS
252
15
0
07 Jan 2021
Adaptive Compact Attention For Few-shot Video-to-video Translation
Risheng Huang
Li Shen
Xinyu Wang
Chu-Hsing Lin
Haozhi Huang
VGen
93
0
0
30 Nov 2020
Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio
Computers & graphics (CG), 2020
João P. Ferreira
Thiago M. Coutinho
Thiago L. Gomes
J. F. Neto
Rafael Azevedo
Renato Martins
Erickson R. Nascimento
GAN
332
82
0
25 Nov 2020
Stochastic Talking Face Generation Using Latent Distribution Matching
Interspeech (Interspeech), 2020
Ravindra Yadav
Ashish Sardana
Vinay P. Namboodiri
R. Hegde
DiffM
CVBM
108
4
0
21 Nov 2020
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis
Zhouyong Liu
S. Luo
Wubin Li
Jingben Lu
Yufan Wu
Shilei Sun
Chunguo Li
Luxi Yang
ViT
230
87
0
20 Nov 2020
Game Plan: What AI can do for Football, and What Football can do for AI
Journal of Artificial Intelligence Research (JAIR), 2020
K. Tuyls
Shayegan Omidshafiei
Paul Muller
Zhe Wang
Jerome T. Connor
...
Simon Bouton
Nathalie Beauguerlange
Jackson Broshear
T. Graepel
Demis Hassabis
234
97
0
18 Nov 2020
End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks
Alice Xue
GAN
131
75
0
11 Nov 2020
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks
International Conference on Machine Learning (ICML), 2020
Zhiyu Yao
Yunbo Wang
Mingsheng Long
Jianmin Wang
AI4TS
150
20
0
24 Sep 2020
DanceIt: Music-inspired Dancing Video Synthesis
IEEE Transactions on Image Processing (TIP), 2020
Xin Guo
Yifan Zhao
Jia Li
161
14
0
17 Sep 2020
Causal Future Prediction in a Minkowski Space-Time
Athanasios Vlontzos
Henrique Bergallo Rocha
Daniel Rueckert
Bernhard Kainz
CML
109
7
0
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HRVGAN: High Resolution Video Generation using Spatio-Temporal GAN
Abhinav Sagar
GAN
149
1
0
17 Aug 2020
Effect of Architectures and Training Methods on the Performance of Learned Video Frame Prediction
M. Yilmaz
A. Murat Tekalp
74
12
0
13 Aug 2020
DTVNet+: A High-Resolution Scenic Dataset for Dynamic Time-lapse Video Generation
Jiangning Zhang
Chaoxi Xu
Yong-Jin Liu
Yunliang Jiang
DiffM
127
1
0
11 Aug 2020
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
Haozhi Qi
Xiaolong Wang
Deepak Pathak
Yi-An Ma
Jitendra Malik
336
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05 Aug 2020
PDE-Driven Spatiotemporal Disentanglement
Jérémie Donà
Jean-Yves Franceschi
Sylvain Lamprier
Patrick Gallinari
OOD
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297
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04 Aug 2020
Animating Through Warping: an Efficient Method for High-Quality Facial Expression Animation
ACM Multimedia (ACM MM), 2020
Zili Yi
Qiang Tang
Vishnu Sanjay Ramiya Srinivasan
Zhan Xu
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128
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Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation
Hongtao Yang
Tong Zhang
Wenbing Huang
Xuming He
Fatih Porikli
227
4
0
26 Jul 2020
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