Corpus ID: 204008350

MetaPix: Few-Shot Video Retargeting

@article{Lee2020MetaPixFV,
  title={MetaPix: Few-Shot Video Retargeting},
  author={Jessica Lee and D. Ramanan and Rohit Girdhar},
  journal={ArXiv},
  year={2020},
  volume={abs/1910.04742}
}
We address the task of unsupervised retargeting of human actions from one video to another. We consider the challenging setting where only a few frames of the target is available. The core of our approach is a conditional generative model that can transcode input skeletal poses (automatically extracted with an off-the-shelf pose estimator) to output target frames. However, it is challenging to build a universal transcoder because humans can appear wildly different due to clothing and background… Expand
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References

SHOWING 1-10 OF 44 REFERENCES
Recycle-GAN: Unsupervised Video Retargeting
  • 140
  • PDF
Synthesizing Images of Humans in Unseen Poses
  • 154
  • PDF
The Pose Knows: Video Forecasting by Generating Pose Futures
  • 203
  • PDF
Everybody Dance Now
  • 285
  • Highly Influential
  • PDF
Generating Videos with Scene Dynamics
  • 882
  • PDF
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
  • 176
  • PDF
Neural Rendering and Reenactment of Human Actor Videos
  • 46
  • PDF
Video-to-Video Synthesis
  • 369
  • PDF
Neural Animation and Reenactment of Human Actor Videos
  • 14
  • PDF
Deformable GANs for Pose-Based Human Image Generation
  • 191
  • PDF
...
1
2
3
4
5
...