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We present a novel generalized zero-shot algorithm to recognize perceived emotions from gestures.
Identifying emotions from walking using affective and deep features
Randhavane, T.; Bhattacharya, U.; Kapsaskis, K.; Gray, K.; Bera, A.; and Manocha, D. 2019 · 1906
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Facial emotion recognition for intelligent tutoring environment
Akputu, K. O.; Seng, K. P.; and Lee, Y. L. 2013 · 2013
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Efficient estimation of word representations in vector space
Mikolov, T.; Chen, K.; Corrado, G.; and Dean, J. 2013 · 2013
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Improving zero-shot learning by mitigating the hubness problem
Dinu, G.; Lazaridou, A.; and Baroni, M. 2014 · 2014
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Generative adversarial nets
Goodfellow, I.; Pouget-Abadie, J.; Mirza, M.; Xu, B.; Warde-Farley, D.; Ozair, S.; Courville, A.; and Bengio, Y. 2014 · 2014
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Adam: A method for stochastic optimization
Kingma, D. P.; and Ba, J. 2014 · 2014
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Emotion categorization of body expressions in narrative scenarios
Volkova, E. P.; Mohler, B. J.; Dodds, T. J.; Tesch, J.; and Bülthoff, H. H. 2014 · 2014
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Makhzani, A.; Shlens, J.; Jaitly, N.; Goodfellow, I.; and Frey, B. 2015 · 2015
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Body expression recognition from animated 3D skeleton
Crenn, A.; Khan, R. A.; Meyer, A.; and Bouakaz, S. 2016 · 2016
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Gait speed and the natural course of depressive symptoms in late life; an independent association with chronicity?
Sanders, J. B.; Bremmer, M. A.; Comijs, H. C.; Deeg, D. J.; and Beekman, A. T. 2016 · 2016
Cited alongside, same era.
Emotion distribution learning from texts
Zhou, D.; Zhang, X.; Zhou, Y.; Zhao, Q.; and Geng, X. 2016 · 2016
Cited alongside, same era.
Semisupervised autoencoders for speech emotion recognition
Deng, J.; Xu, X.; Zhang, Z.; Frühholz, S.; and Schuller, B. 2017 · 2017
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Learning robust visual-semantic embeddings
Hubert Tsai, Y.-H.; Huang, L.-K.; and Salakhutdinov, R. 2017 · 2017
Cited alongside, same era.
A facial expression emotion recognition based human-robot interaction system
Liu, Z.; Wu, M.; Cao, W.; Chen, L.; Xu, J.; Zhang, R.; Zhou, M.; and Mao, J. 2017 · 2017
Cited alongside, same era.
Mapping the emotional face. How individual face parts contribute to successful emotion recognition
Feature generating networks for zero-shot learning
Xian, Y.; Lorenz, T.; Schiele, B.; and Akata, Z. 2018 · 2018
Later among the works it cites.
Spatial temporal graph convolutional networks for skeleton-based action recognition
Yan, S.; Xiong, Y.; and Lin, D. 2018 · 2018
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3d human pose estimation in video with temporal convolutions and semi-supervised training
Pavllo, D.; Feichtenhofer, C.; Grangier, D.; and Auli, M. 2019 · 2019
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Emotion recognition from skeletal movements
Sapiński, T.; Kamińska, D.; Pelikant, A.; and Anbarjafari, G. 2019 · 2019
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Generalized zero-and few-shot learning via aligned variational autoencoders
Schonfeld, E.; Ebrahimi, S.; Sinha, S.; Darrell, T.; and Akata, Z. 2019 · 2019
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Variational mixture-of-experts autoencoders for multi-modal deep generative models
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Wegrzyn, M.; Vogt, M.; Kireclioglu, B.; Schneider, J.; and Kissler, J. 2017 · 2017
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Arousal detection for biometric data in built environments using machine learning
Yates, H.; Chamberlain, B.; Norman, G.; and Hsu, W. H. 2017 · 2017
Cited alongside, same era.
Emotion recognition in speech using cross-modal transfer in the wild
Albanie, S.; Nagrani, A.; Vedaldi, A.; and Zisserman, A. 2018 · 2018
Cited alongside, same era.
A generative model for zero shot learning using conditional variational autoencoders
Mishra, A.; Krishna Reddy, S.; Mittal, A.; and Murthy, H. A. 2018 · 2018
Cited alongside, same era.
Shi, Y.; Siddharth, N.; Paige, B.; and Torr, P. 2019 · 2019
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Transductive zero-shot learning with visual structure constraint
Wan, Z.; Chen, D.; Li, Y.; Yan, X.; Zhang, J.; Yu, Y.; and Liao, J. 2019 · 2019
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STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
Bhattacharya, U.; Mittal, T.; Chandra, R.; Randhavane, T.; Bera, A.; and Manocha, D. 2020 · 2020
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