Fetching the paper…
Reading the bibliography…
The recent explosive growth in convolutional neural network (CNN) research has produced a variety of new architectures for deep learning.
Object recognition from local scale-invariant features
D. G. Lowe · 1999
Earlier work this paper cites.
Visual categorization with bags of keypoints
G. Csurka, C. R. Dance, L. Dan, J. Willamowski, and C. Bray · 2004
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.
Learning visual similarity measures for comparing never seen objects
E. Nowak and F. Jurie · 2007
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.
Aggregating local descriptors into a compact image representation
H. Jégou, M. Douze, C. Schmid, and P. Pérez · 2010
Earlier work this paper cites.
Improving the Fisher kernel for large-scale image classification
F. Perronnin, J. Sánchez, and T. Mensink · 2010
Earlier work this paper cites.
Caltech-UCSD Birds 200
P. Welinder, S. Branson, T. Mita, C. Wah, F. Schroff, S. Belongie, and P. Perona · 2010
Earlier work this paper cites.
3D face reconstruction from a single image using a single reference face shape
I. Kemelmacher-Shlizerman and R. Basri · 2011
Earlier work this paper cites.
Face recognition in unconstrained videos with matched background similarity
L. Wolf, T. Hassner, and I. Maoz · 2011
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Cited alongside, same era.
Pose pooling kernels for sub-category recognition
N. Zhang, R. Farrell, and T. Darrell · 2012
Cited alongside, same era.
Probabilistic elastic matching for pose variant face verification
H. Li, G. Hua, Z. Lin, J. Brandt, and J. Yang · 2013
Cited alongside, same era.
Bird species categorization using pose normalized deep convolutional nets
S. Branson, G. V. Horn, S. Belongie, and P. Perona · 2014
Cited alongside, same era.
Rich feature hierarchies for accurate object detection and semantic segmentation
R. B. Girshick, J. Donahue, T. Darrell, and J. Malik · 2014
Cited alongside, same era.
Face recognition vendor test (FRVT): Performance of face identification algorithms
Deep learning face representation by joint identification-verification
Y. Sun, Y. Chen, X. Wang, and X. Tang · 2014
Later among the works it cites.
Deepface: Closing the gap to human-level performance in face verification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
Later among the works it cites.
Matconvnet-convolutional neural networks for matlab
A. Vedaldi and K. Lenc · 2014
Later among the works it cites.
Learning face representation from scratch
D. Yi, Z. Lei, S. Liao, and S. Z. Li · 2014
Later among the works it cites.
Unconstrained face verification using deep CNN features
J.-C. Chen, V. M. Patel, and R. Chellappa · 2015
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
P. Grother and M. Ngan · 2014
Cited alongside, same era.
Simultaneous detection and segmentation
B. Hariharan, P. Arbeláez, R. Girshick, and J. Malik · 2014
Cited alongside, same era.
A data-driven approach to cleaning large face datasets
H.-W. Ng and S. Winkler · 2014
Cited alongside, same era.
A compact and discriminative face track descriptor
O. M. Parkhi, K. Simonyan, A. Vedaldi, and A. Zisserman · 2014
Cited alongside, same era.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Cited alongside, same era.
Deep filter banks for texture recognition and description
M. Cimpoi, S. Maji, and A. Vedaldi · 2015
Closest in time.
Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A
B. F. Klare, B. Klein, E. Taborsky, A. Blanton, J. Cheney, K. Allen, P. Grother, A. Mah, and A. K. Jain · 2015
Closest in time.
Bilinear CNN models for fine-grained visual recognition
T.-Y. Lin, A. RoyChowdhury, and S. Maji · 2015
Closest in time.
Deep face recognition
O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2015
Closest in time.
Multi-view convolutional neural networks for 3D shape recognition
H. Su, S. Maji, E. Kalogerakis, and E. Learned-Miller · 2015
Closest in time.