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Attribute recognition, particularly facial, extracts many labels for each image.
Unconstrained multimodal multi-label learning
Huang, Y., Wang, W., Wang, L.: · 1935
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Describable visual attributes for face verification and image search
Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: · 1977
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Active appearance models
Cootes, T.F., Edwards, G.J., Taylor, C.J.: · 2001
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Face recognition based on fitting a 3D morphable model
Blanz, V., Vetter, T.: · 2003
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Best practices for convolutional neural networks applied to visual document analysis
Simard, P.Y., Steinkraus, D., Platt, J.C.: · 2003
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Multi-instance multi-label learning with application to scene classification
Zhou, Z.H., Zhang, M.L.: · 2007
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Transfer learning for image classification with sparse prototype representations
Quattoni, A., Collins, M., Darrell, T.: · 2008
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Facetracer: A search engine for large collections of images with faces
Kumar, N., Belhumeur, P., Nayar, S.: · 2008
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Boosted multi-task learning for face verification with applications to web image and video search
Wang, X., Zhang, C., Zhang, Z.: · 2009
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Attribute and simile classifiers for face verification
Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: · 2009
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Interactively building a discriminative vocabulary of nameable attributes
Parikh, D., Grauman, K.: · 2011
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Multi-attribute spaces: Calibration for attribute fusion and similarity search
Scheirer, W.J., Kumar, N., Belhumeur, P.N., Boult, T.E.: · 2012
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Multi-task deep neural network for multi-label learning
Huang, Y., Wang, W., Wang, L., Tan, T.: · 2013
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No matter where you are: Flexible graph-guided multi-task learning for multi-view head pose classification under target motion
Yan, Y., Ricci, E., Subramanian, R., Lanz, O., Sebe, N.: · 2013
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Facial landmark detection by deep multi-task learning
Zhang, Z., Luo, P., Loy, C.C., Tang, X.: · 2014
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Improving multiview face detection with multi-task deep convolutional neural networks
Zhang, C., Zhang, Z.: · 2014
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Multi-source deep learning for human pose estimation
Ouyang, W., Chu, X., Wang, X.: · 2014
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Deep structured output learning for unconstrained text recognition
Jaderberg, M., Simonyan, K., Vedaldi, A., Zisserman, A.: · 2015
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Learning social relation traits from face images
Zhang, Z., Luo, P., Loy, C.C., Tang, X.: · 2015
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Face attribute classification using attribute-aware correlation map and gated convolutional neural networks
Kang, S., Lee, D., Yoo, C.D.: · 2015
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On the relationship between visual attributes and convolutional networks
Escorcia, V., Niebles, J.C., Ghanem, B.: · 2015
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Simultaneous deep transfer across domains and tasks
Tzeng, E., Hoffman, J., Darrell, T., Saenko, K.: · 2015
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Deep face recognition
Parkhi, O.M., Vedaldi, A., Zisserman, A.: · 2015
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Wei, Y., Xia, W., Huang, J., Ni, B., Dong, J., Zhao, Y., Yan, S.: · 2014
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Exemplar codes for facial attributes and tattoo recognition
Wilber, M.J., Rudd, E., Heflin, B., Lui, Y.M., Boult, T.E.: · 2014
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Decorrelating semantic visual attributes by resisting the urge to share
Jayaraman, D., Sha, F., Grauman, K.: · 2014
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Weakly semi-supervised deep learning for multi-label image annotation
Wu, F., Wang, Z., Zhang, Z., Yang, Y., Luo, J., Zhu, W., Zhuang, Y.: · 2015
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Rotating your face using multi-task deep neural network
Yim, J., Jung, H., Yoo, B., Choi, C., Park, D., Kim, J.: · 2015
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Deep learning face attributes in the wild
Liu, Z., Luo, P., Wang, X., Tang, X.: · 2015
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Visual domain adaptation: A survey of recent advances
Patel, V.M., Gopalan, R., Li, R., Chellappa, R.: · 2015
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Impact of eye detection error on face recognition performance
Dutta, A., Günther, M., El Shafey, L., Marcel, S., Veldhuis, R., Spreeuwers, L.: · 2015
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Leveraging mid-level deep representations for prediction face attributes in the wild
Zhong, Y., Sullivan, J., Li, H.: · 2016
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Facial attributes classification using multi-task representation learning
Ehrlich, M., Shields, T.J., Almaev, T., Amer, M.R.: · 2016
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Walk and learn: Facial attribute representation learning from egocentric video and contextual data
Wang, J., Cheng, Y., Feris, R.S.: · 2016
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Robust visual tracking via multi-task sparse learning
Zhang, T., Ghanem, B., Liu, S., Ahuja, N.: · 2049
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