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We are given a video of a person performing a certain activity, from which we extract a controllable model.
Image quality assessment: from error visibility to structural similarity
Z. Wang, A. C. Bovik, H. R. Sheikh, E. P. Simoncelli, et al · 2004
Earlier work this paper cites.
Rectified linear units improve restricted boltzmann machines
V. Nair and G. E. Hinton · 2010
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
One weird trick for parallelizing convolutional neural networks
A. Krizhevsky · 2014
Earlier work this paper cites.
Conditional generative adversarial nets
M. Mirza and S. Osindero · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Recurrent network models for kinematic tracking
K. Fragkiadaki, S. Levine, and J. Malik · 2015
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Earlier work this paper cites.
Action-conditional video prediction using deep networks in atari games
J. Oh, X. Guo, H. Lee, R. L. Lewis, and S. P. Singh · 2015
Earlier work this paper cites.
Unsupervised learning for physical interaction through video prediction
C. Finn, I. Goodfellow, and S. Levine · 2016
Earlier work this paper cites.
Squeezenet: Alexnet-level accuracy with 50x fewer parameters and< 0.5 mb model size
F. N. Iandola, S. Han, M. W. Moskewicz, K. Ashraf, W. J. Dally, and K. Keutzer · 2016
Earlier work this paper cites.
Perceptual losses for real-time style transfer and super-resolution
J. Johnson, A. Alahi, and L. Fei-Fei · 2016
Earlier work this paper cites.
Adam: A method for stochastic optimization
D. Kingma and J. Ba · 2016
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Instance normalization: The missing ingredient for fast stylization
D. Ulyanov, A. Vedaldi, and V. Lempitsky · 2016
Cited alongside, same era.
Generating videos with scene dynamics
C. Vondrick, H. Pirsiavash, and A. Torralba · 2016
Cited alongside, same era.
Phase-functioned neural networks for character control
D. Holden, T. Komura, and J. Saito · 2017
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Image-to-image translation with conditional adversarial networks
P. Isola, J.-Y. Zhu, T. Zhou, and A. A. Efros · 2017
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Least squares generative adversarial networks
Controllable video generation with sparse trajectories
Z. Hao, X. Huang, and S. Belongie · 2018
Later among the works it cites.
Learning 3d human dynamics from video
A. Kanazawa, J. Y. Zhang, P. Felsen, and J. Malik · 2018
Later among the works it cites.
Cornernet: Detecting objects as paired keypoints
H. Law and J. Deng · 2018
Later among the works it cites.
Deep extreme cut: From extreme points to object segmentation
K. Maninis, S. Caelles, J. Pont-Tuset, and L. Van Gool · 2018
Later among the works it cites.
Sfv: Reinforcement learning of physical skills from videos
X. B. Peng, A. Kanazawa, J. Malik, P. Abbeel, and S. Levine · 2018
Later among the works it cites.
Unsupervised person image synthesis in arbitrary poses
A. Pumarola, A. Agudo, A. Sanfeliu, and F. Moreno-Noguer · 2018
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X. Mao, Q. Li, H. Xie, R. Y. Lau, Z. Wang, and S. P. Smolley · 2017
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Unpaired image-to-image translation using cycle-consistent adversarial networkss
J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
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Synthesizing images of humans in unseen poses
G. Balakrishnan, A. Zhao, A. V. Dalca, F. Durand, and J. V. Guttag · 2018
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C. Chan, S. Ginosar, T. Zhou, and A. A. Efros · 2018
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Generative models for pose transfer
P. Chao, A. Li, and G. Swamy · 2018
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Towards learning a realistic rendering of human behavior
P. Esser, J. Haux, T. Milbich, and B. Ommer · 2018
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A variational u-net for conditional appearance and shape generation
P. Esser, E. Sutter, and B. Ommer · 2018
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Densepose: Dense human pose estimation in the wild
I. K. Rĩza Alp Güler, Natalia Neverova · 2018
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Video-to-video synthesis
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, G. Liu, A. Tao, J. Kautz, and B. Catanzaro · 2018
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High-resolution image synthesis and semantic manipulation with conditional gans
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, A. Tao, J. Kautz, and B. Catanzaro · 2018
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Pose guided human video generation
C. Yang, Z. Wang, X. Zhu, C. Huang, J. Shi, and D. Lin · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
R. Zhang, P. Isola, A. A. Efros, E. Shechtman, and O. Wang · 2018
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Bottom-up object detection by grouping extreme and center points
X. Zhou, J. Zhuo, and P. Krähenbühl · 2019
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