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1704.05831
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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
Re-assign community
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Papers citing
"Learning to Generate Long-term Future via Hierarchical Prediction"
50 / 211 papers shown
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang Zou
Pan Ji
Quoc-Huy Tran
Jia-Bin Huang
Manmohan Chandraker
SSL
244
78
0
21 Jul 2020
Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding?
Signal, Image and Video Processing (SIVP), 2020
Serkan Sulun
A. Murat Tekalp
135
6
0
17 Jul 2020
Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling
European Conference on Computer Vision (ECCV), 2020
Subin Jeon
Seonghyeon Nam
Seoung Wug Oh
Seon Joo Kim
DiffM
152
11
0
17 Jul 2020
Long-term Human Motion Prediction with Scene Context
European Conference on Computer Vision (ECCV), 2020
Zhe Cao
Hang Gao
K. Mangalam
Qi-Zhi Cai
Minh Vo
Jitendra Malik
3DH
327
279
0
07 Jul 2020
Video Prediction via Example Guidance
Jingwei Xu
Huazhe Xu
Bingbing Ni
Xiaokang Yang
Trevor Darrell
AI4TS
177
17
0
03 Jul 2020
Deep Learning for Vision-based Prediction: A Survey
Amir Rasouli
372
45
0
30 Jun 2020
Regression Prior Networks
A. Malinin
Sergey Chervontsev
Ivan Provilkov
Mark Gales
BDL
UQCV
251
39
0
20 Jun 2020
Forward Prediction for Physical Reasoning
Rohit Girdhar
Laura Gustafson
Aaron B. Adcock
Laurens van der Maaten
LRM
AI4CE
247
23
0
18 Jun 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis
Neural Information Processing Systems (NeurIPS), 2020
Ye Yuan
Kris Kitani
340
86
0
12 Jun 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior
Osama Makansi
Özgün Çiçek
Kevin Buchicchio
Thomas Brox
EgoV
198
40
0
08 Jun 2020
PreCNet: Next-Frame Video Prediction Based on Predictive Coding
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Z. Straka
Tomáš Svoboda
Matej Hoffmann
268
26
0
30 Apr 2020
A Review on Deep Learning Techniques for Video Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Sergiu Oprea
P. Martinez-Gonzalez
Alberto Garcia-Garcia
John Alejandro Castro-Vargas
S. Orts-Escolano
Jose Garcia-Rodriguez
Antonis Argyros
283
296
0
10 Apr 2020
Human Motion Transfer from Poses in the Wild
Jian Ren
Menglei Chai
Sergey Tulyakov
Chen Fang
Xiaohui Shen
Jianchao Yang
DiffM
175
25
0
07 Apr 2020
Future Video Synthesis with Object Motion Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Yue Wu
Rongrong Gao
Jaesik Park
Qifeng Chen
216
96
0
01 Apr 2020
Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames
O. Shouno
GAN
174
25
0
19 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data
Pauline Luc
Aidan Clark
Sander Dieleman
Diego de Las Casas
Yotam Doron
Albin Cassirer
Karen Simonyan
VGen
1.0K
91
0
09 Mar 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Vincent Le Guen
Nicolas Thome
AI4CE
PINN
382
355
0
03 Mar 2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction
Computer Vision and Pattern Recognition (CVPR), 2020
Beibei Jin
Yu Hu
Qiankun Tang
Jingyu Niu
Zhiping Shi
Yinhe Han
Xiaowei Li
170
103
0
23 Feb 2020
Uncertainty Estimation in Autoregressive Structured Prediction
A. Malinin
Mark Gales
UQLM
243
9
0
18 Feb 2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Aysegül Dündar
Kevin J. Shih
Animesh Garg
R. Pottorf
Andrew Tao
Bryan Catanzaro
181
35
0
26 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics
IEEE Transactions on Image Processing (TIP), 2020
Ling-yu Duan
Jiaying Liu
Wenhan Yang
Tiejun Huang
Wen Gao
287
224
0
10 Jan 2020
Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
Computer Vision and Pattern Recognition (CVPR), 2020
Amy Zhao
Guha Balakrishnan
Kathleen M. Lewis
F. Durand
John Guttag
Adrian Dalca
118
14
0
04 Jan 2020
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection
International Journal of Computer Vision (IJCV), 2019
Zhe Chen
Wanli Ouyang
Tongliang Liu
Dacheng Tao
ViT
187
27
0
15 Dec 2019
Experience-Embedded Visual Foresight
Conference on Robot Learning (CoRL), 2019
Yen-Chen Lin
Maria Bauzá
Phillip Isola
336
40
0
12 Nov 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks
Neural Information Processing Systems (NeurIPS), 2019
Ruben Villegas
Arkanath Pathak
Harini Kannan
D. Erhan
Quoc V. Le
Honglak Lee
VGen
192
149
0
05 Nov 2019
DwNet: Dense warp-based network for pose-guided human video generation
British Machine Vision Conference (BMVC), 2019
Polina Zablotskaia
Aliaksandr Siarohin
Bo Zhao
Leonid Sigal
DiffM
3DH
227
154
0
21 Oct 2019
Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction
Neural Information Processing Systems (NeurIPS), 2019
G. Zucatelli
Seonghyeon Nam
R. Coelho
Seon Joo Kim
154
61
0
04 Oct 2019
Markov Decision Process for Video Generation
V. Yushchenko
Nikita Araslanov
Stefan Roth
VGen
218
21
0
26 Sep 2019
Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases
Fabio Ferreira
Lin Shao
Tamim Asfour
Jeannette Bohg
AI4CE
178
3
0
09 Sep 2019
Video Interpolation and Prediction with Unsupervised Landmarks
Kevin J. Shih
Aysegül Dündar
Animesh Garg
R. Pottorf
Andrew Tao
Bryan Catanzaro
101
6
0
06 Sep 2019
Compositional Video Prediction
IEEE International Conference on Computer Vision (ICCV), 2019
Yufei Ye
Maneesh Singh
Abhinav Gupta
Shubham Tulsiani
187
84
0
22 Aug 2019
Video synthesis of human upper body with realistic face
Zhaoxiang Liu
Huan Hu
Ning Wang
Kai Wang
Jinqiang Bai
Kai Wang
3DH
CVBM
181
16
0
19 Aug 2019
Neural Re-Simulation for Generating Bounces in Single Images
IEEE International Conference on Computer Vision (ICCV), 2019
Carlo Innamorati
Bryan C. Russell
D. Kaufman
and Niloy J. Mitra
VGen
356
12
0
17 Aug 2019
Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer
K. Cheng
Haozhi Huang
C. Yuan
Lingyiqing Zhou
Wei Liu
DiffM
120
2
0
12 Aug 2019
On the difficulty of learning and predicting the long-term dynamics of bouncing objects
Alberto Cenzato
Alberto Testolin
Marco Zorzi
120
4
0
31 Jul 2019
Lifelong GAN: Continual Learning for Conditional Image Generation
IEEE International Conference on Computer Vision (ICCV), 2019
Mengyao Zhai
Lei Chen
Frederick Tung
Jiawei He
Megha Nawhal
Greg Mori
CLL
235
202
0
23 Jul 2019
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
N. Otberdout
Mohamed Daoudi
Anis Kacem
Lahoucine Ballihi
Stefano Berretti
GAN
198
59
0
23 Jul 2019
Adversarial Video Generation on Complex Datasets
Aidan Clark
Jeff Donahue
Karen Simonyan
VGen
GAN
231
80
0
15 Jul 2019
Self-supervised Learning of Interpretable Keypoints from Unlabelled Videos
Tomas Jakab
Ankush Gupta
Hakan Bilen
Andrea Vedaldi
SSL
197
9
0
03 Jul 2019
LMVP: Video Predictor with Leaked Motion Information
Dong Wang
Yitong Li
Wei Cao
Liqun Chen
Qinglai Wei
Lawrence Carin
105
0
0
24 Jun 2019
Unsupervised Learning of Object Structure and Dynamics from Videos
Neural Information Processing Systems (NeurIPS), 2019
Matthias Minderer
Chen Sun
Ruben Villegas
Forrester Cole
Kevin Patrick Murphy
Honglak Lee
352
156
0
19 Jun 2019
PredNet and Predictive Coding: A Critical Review
R. Rane
Edit Szügyi
V. Saxena
André Ofner
Sebastian Stober
SSL
164
0
0
14 Jun 2019
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction
Computer Vision and Pattern Recognition (CVPR), 2019
Hanbyul Joo
Shunsuke Saito
M. Cikara
Yaser Sheikh
233
100
0
10 Jun 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
Computer Vision and Pattern Recognition (CVPR), 2019
Osama Makansi
Eddy Ilg
Özgün Çiçek
Thomas Brox
432
207
0
09 Jun 2019
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
Neural Information Processing Systems (NeurIPS), 2019
A. Malinin
Mark Gales
UQCV
AAML
271
202
0
31 May 2019
From Here to There: Video Inbetweening Using Direct 3D Convolutions
Yunpeng Li
Dominik Roblek
Marco Tagliasacchi
VGen
217
25
0
24 May 2019
Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss
Computer Vision and Pattern Recognition (CVPR), 2019
Lele Chen
R. Maddox
Z. Duan
Chenliang Xu
CVBM
287
445
0
09 May 2019
Ensemble Distribution Distillation
International Conference on Learning Representations (ICLR), 2019
A. Malinin
Bruno Mlodozeniec
Mark Gales
UQCV
508
262
0
30 Apr 2019
Long-Term Human Video Generation of Multiple Futures Using Poses
Naoya Fushishita
Antonio Tejero-de-Pablos
Yusuke Mukuta
Tatsuya Harada
164
9
0
16 Apr 2019
Relational Action Forecasting
Chen Sun
Abhinav Shrivastava
Carl Vondrick
Rahul Sukthankar
Kevin Patrick Murphy
Cordelia Schmid
170
86
0
08 Apr 2019
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