Fetching the paper…
Reading the bibliography…
The way people look in terms of facial attributes (ethnicity, hair color, facial hair, etc.) and the clothes or accessories they wear (sunglasses, hat, hoodies, etc.) is highly dependent on geo-location and weather condition, respectively.
Learning representations by back-propagating errors
D. E. Rumelhart, G. E. Hinton, and R. J. Williams · 1988
Earlier work this paper cites.
Backpropagation applied to handwritten zip code recognition
Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1989
Earlier work this paper cites.
Slow feature analysis: Unsupervised learning of invariances
L. Wiskott and T. J. Sejnowski · 2002
Earlier work this paper cites.
The general inefficiency of batch training for gradient descent learning
D. R. Wilson and T. R. Martinez · 2003
Earlier work this paper cites.
A fast learning algorithm for deep belief nets
G. E. Hinton, S. Osindero, and Y.-W. Teh · 2006
Earlier work this paper cites.
Labeled faces in the wild: A database for studying face recognition in unconstrained environments
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller · 2007
Earlier work this paper cites.
Im2gps: estimating geographic information from a single image
J. Hays, A. Efros, et al · 2008
Earlier work this paper cites.
Facetracer: A search engine for large collections of images with faces
N. Kumar, P. Belhumeur, and S. Nayar · 2008
Earlier work this paper cites.
Extracting and composing robust features with denoising autoencoders
P. Vincent, H. Larochelle, Y. Bengio, and P.-A. Manzagol · 2008
Earlier work this paper cites.
ImageNet: A Large-Scale Hierarchical Image Database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
Earlier work this paper cites.
Deep learning from temporal coherence in video
H. Mobahi, R. Collobert, and J. Weston · 2009
Earlier work this paper cites.
Deconvolutional networks
M. D. Zeiler, D. Krishnan, G. W. Taylor, and R. Fergus · 2010
Earlier work this paper cites.
Describable visual attributes for face verification and image search
N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar · 2011
Earlier work this paper cites.
Image ranking and retrieval based on multi-attribute queries
B. Siddiquie, R. S. Feris, and L. S. Davis · 2011
Earlier work this paper cites.
What makes paris look like paris?
C. Doersch, S. Singh, A. Gupta, J. Sivic, and A. A. Efros · 2012
Earlier work this paper cites.
Social interactions: A first-person perspective
A. Fathi, J. K. Hodgins, and J. M. Rehg · 2012
Earlier work this paper cites.
Learning to recognize daily actions using gaze
A. Fathi, Y. Li, and J. M. Rehg · 2012
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Earlier work this paper cites.
Building high-level features using large scale unsupervised learning
Q. V. Le, M. Ranzato, R. Monga, M. Devin, G. Corrado, K. Chen, J. Dean, and A. Y. Ng · 2012
Earlier work this paper cites.
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set
S. Liu, Z. Song, G. Liu, C. Xu, H. Lu, and S. Yan · 2012
Earlier work this paper cites.
POOF: Part-Based One-vs-One Features for fine-grained categorization, face verification, and attribute estimation
T. Berg and P. N. Belhumeur · 2013
Cited alongside, same era.
What’s in a name: First names as facial attributes
H. Chen, A. Gallagher, and B. Girod · 2013
Cited alongside, same era.
Learning and calibrating per-location classifiers for visual place recognition
P. Gronat, G. Obozinski, J. Sivic, and T. Pajdla · 2013
Cited alongside, same era.
Cross-view image geolocalization
T.-Y. Lin, S. Belongie, and J. Hays · 2013
Cited alongside, same era.
A deep sum-product architecture for robust facial attributes analysis
P. Luo, X. Wang, and X. Tang · 2013
Cited alongside, same era.
Supervised descent method and its applications to face alignment
X. Xiong and F. De la Torre · 2013
Cited alongside, same era.
Face2GPS: Estimating Geographic Location from Facial Features
M. T. Islam, S. Workman, and N. Jacobs · 2015
Later among the works it cites.
Learning image representations equivariant to ego-motion
D. Jayaraman and K. Grauman · 2015
Later among the works it cites.
Where to buy it: Matching street clothing photos in online shops
M. H. Kiapour, X. Han, S. Lazebnik, A. C. Berg, and T. L. Berg · 2015
Later among the works it cites.
Predicting geo-informative attributes in large-scale image collections using convolutional neural networks
S. Lee, H. Zhang, and D. J. Crandall · 2015
Later among the works it cites.
Predicting important objects for egocentric video summarization
Y. J. Lee and K. Grauman · 2015
Later among the works it cites.
Two birds, one stone: Jointly learning binary code for large-scale face image retrieval and attributes prediction
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Attribute-based people search: Lessons learnt from a practical surveillance system
R. Feris, R. Bobbitt, L. Brown, and S. Pankanti · 2014
Cited alongside, same era.
Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
Cited alongside, same era.
Re-id: Hunting attributes in the wild
R. Layne, T. M. Hospedales, and S. Gong · 2014
Cited alongside, same era.
Learning high-level judgments of urban perception
V. Ordonez and T. L. Berg · 2014
Cited alongside, same era.
Deep learning face representation by joint identification-verification
Y. Sun, Y. Chen, X. Wang, and X. Tang · 2014
Cited alongside, same era.
Temporal sequence modeling for video event detection
S. P. Yu Cheng, Quanfu Fan and A. N. Choudhary · 2014
Cited alongside, same era.
Y. Li, R. Wang, H. Liu, H. Jiang, S. Shan, and X. Chen · 2015
Later among the works it cites.
Delving into egocentric actions
Y. Li, Z. Ye, and J. M. Rehg · 2015
Later among the works it cites.
Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
Later among the works it cites.
First-person pose recognition using egocentric workspaces
G. Rogez, J. S. Supancic, III, and D. Ramanan · 2015
Later among the works it cites.
Facenet: A unified embedding for face recognition and clustering
F. Schroff, D. Kalenichenko, and J. Philbin · 2015
Later among the works it cites.
Transferring a semantic representation for person re-identification and search
Z. Shi, T. M. Hospedales, and T. Xiang · 2015
Later among the works it cites.
Unsupervised learning of video representations using lstms
N. Srivastava, E. Mansimov, and R. Salakhutdinov · 2015
Later among the works it cites.
Deeply learned face representations are sparse, selective, and robust
Y. Sun, X. Wang, and X. Tang · 2015
Later among the works it cites.
Going deeper with convolutions
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich · 2015
Later among the works it cites.
Improving image classification with location context
K. Tang, P. Manohar, F. Li, F. Rob, and D. B. Lubomir · 2015
Later among the works it cites.
Egocentric video summarization of cultural tour based on user preferences
P. Varini, G. Serra, and R. Cucchiara · 2015
Later among the works it cites.
Unsupervised learning of visual representations using videos
X. Wang and A. Gupta · 2015
Later among the works it cites.
Learning social relation traits from face images
Z. Zhang, P. Luo, C.-C. Loy, and X. Tang · 2015
Later among the works it cites.
Stacked what-where auto-encoders
J. Zhao, M. Mathieu, R. Goroshin, and Y. LeCun · 2015
Later among the works it cites.