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Generating animations from natural language sentences finds its applications in a a number of domains such as movie script visualization, virtual human animation and, robot motion planning.
Note on the sampling error of the difference between correlated proportions or percentages
Q. McNemar · 1947
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Interactive task planning through natural language
Y. K. Hwang, P. C. Chen, and P. A. Watterberg · 1996
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Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
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Virtual human animation in natural language visualisation
M. Ma and P. Mc Kevitt · 2006
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Curriculum learning
Y. Bengio, J. Louradour, R. Collobert, and J. Weston · 2009
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Scenemaker: Intelligent multimodal visualisation of natural language scripts
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C.-C. Chiu and S. Marsella · 2011
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W. Takano and Y. Nakamura · 2012
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2d human pose estimation: New benchmark and state of the art analysis
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On the properties of neural machine translation: Encoder-decoder approaches
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Predicting co-verbal gestures: a deep and temporal modeling approach
C.-C. Chiu, L.-P. Morency, and S. Marsella · 2015
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Statistical mutual conversion between whole body motion primitives and linguistic sentences for human motions
W. Takano and Y. Nakamura · 2015
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S. J. Wright · 2015
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Weakly-supervised disentangling with recurrent transformations for 3d view synthesis
J. Yang, S. E. Reed, M.-H. Yang, and H. Lee · 2015
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S. Agrawal and M. van de Panne · 2016
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A deep learning framework for character motion synthesis and editing
D. Holden, J. Saito, and T. Komura · 2016
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Speech-to-gesture generation: A challenge in deep learning approach with bi-directional lstm
K. Takeuchi, D. Hasegawa, S. Shirakawa, N. Kaneko, H. Sakuta, and K. Sumi · 2017
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A deep learning approach for generalized speech animation
S. Taylor, T. Kim, Y. Yue, M. Mahler, J. Krahe, A. G. Rodriguez, J. Hodgins, and I. Matthews · 2017
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Text2action: Generative adversarial synthesis from language to action
H. Ahn, T. Ha, Y. Choi, H. Yoo, and S. Oh · 2018
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1. generating animated videos of human activities from natural language descriptions
A. S. Lin, L. Wu, R. Corona, K. Tai, Q. Huang, and R. J. Mooney · 2018
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X. Lin and M. R. Amer · 2018
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Paired recurrent autoencoders for bidirectional translation between robot actions and linguistic descriptions
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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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Action-agnostic human pose forecasting
H.-k. Chiu, E. Adeli, B. Wang, D.-A. Huang, and J. C. Niebles · 2019
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Generating animations from screenplays
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