-
2
-
-
84986334053
-
Dynamic image networks for action recognition
-
Bilen, Hakan, Fernando, Basura, Gavves, Efstratios, Vedaldi, Andrea, and Gould, Stephen. Dynamic image networks for action recognition. In CVPR, 2016.
-
(2016)
CVPR
-
-
Bilen, H.1
Fernando, B.2
Gavves, E.3
Vedaldi, A.4
Gould, S.5
-
3
-
-
0038368335
-
Stability and generalization
-
Bousquet, Olivier and Elisseeff, André. Stability and generalization. JMLR, 2:499-526, 2002.
-
(2002)
JMLR
, vol.2
, pp. 499-526
-
-
Bousquet, O.1
Elisseeff, A.2
-
5
-
-
85198028989
-
ImageNet: A large-scale hierarchical image database
-
Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L. ImageNet: A large-scale hierarchical image database. In CVPR, 2009.
-
(2009)
CVPR
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
6
-
-
70049095509
-
Efficient multiple hyperparameter learning for log-linear models
-
Do, Chuong B., Foo, Chuan-Sheng, and Ng, Andrew Y. Efficient multiple hyperparameter learning for log-linear models. In NIPS, 2007.
-
(2007)
NIPS
-
-
Do, C.B.1
Foo, C.-S.2
Ng, A.Y.3
-
7
-
-
84983107941
-
Generic methods for optimization-based modeling
-
Domke, Justin. Generic methods for optimization-based modeling. In AISTATS, 2012.
-
(2012)
AISTATS
-
-
Domke, J.1
-
8
-
-
84959236502
-
Long-term recurrent convolutional networks for visual recognition and description
-
Donahue, Jeffrey, Anne Hendricks, Lisa, Guadarrama, Sergio, Rohrbach, Marcus, Venugopalan, Subhashini, Saenko, Kate, and Darrell, Trevor. Long-term recurrent convolutional networks for visual recognition and description. In CVPR, 2015.
-
(2015)
CVPR
-
-
Donahue, J.1
Hendricks, A.2
Lisa, G.3
Sergio, R.4
Marcus, V.5
Subhashini, S.K.6
Darrell, T.7
-
9
-
-
84959217041
-
Hierarchical recurrent neural network for skeleton based action recognition
-
Du, Yong, Wang, Wei, and Wang, Liang. Hierarchical recurrent neural network for skeleton based action recognition. In CVPR, 2015.
-
(2015)
CVPR
-
-
Du, Y.1
Wang, W.2
Wang, L.3
-
10
-
-
84959223985
-
Modeling video evolution for action recognition
-
Fernando, Basura, Gavves, Efstratios, Oramas, Jose, Ghodrati, Amir, and Tuytelaars, Tinne. Modeling video evolution for action recognition. In CVPR, 2015.
-
(2015)
CVPR
-
-
Fernando, B.1
Gavves, E.2
Oramas, J.3
Ghodrati, A.4
Tuytelaars, T.5
-
11
-
-
84986290213
-
Discriminative hierarchical rank pooling for activity recognition
-
Fernando, Basura, Anderson, Peter, Hutter, Marcus, and Gould, Stephen. Discriminative hierarchical rank pooling for activity recognition. In CVPR, 2016a.
-
(2016)
CVPR
-
-
Fernando, B.1
Anderson, P.2
Hutter, M.3
Gould, S.4
-
12
-
-
84986281831
-
Rank pooling for action recognition
-
Fernando, Basura, Gavves, Efstratios, Oramas, Jose, Ghodrati, Amir, and Tuytelaars, Tinne. Rank pooling for action recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016b.
-
(2016)
IEEE Transactions on Pattern Analysis and Machine Intelligence
-
-
Fernando, B.1
Gavves, E.2
Oramas, J.3
Ghodrati, A.4
Tuytelaars, T.5
-
13
-
-
84911400494
-
Rich feature hierarchies for accurate object detection and semantic segmentation
-
Girshick, Ross, Donahue, Jeff, Darrell, Trevor, and Malik, Jagannath. Rich feature hierarchies for accurate object detection and semantic segmentation. In CVPR, 2014.
-
(2014)
CVPR
-
-
Girshick, R.1
Donahue, J.2
Darrell, T.3
Malik, J.4
-
15
-
-
84870183903
-
3d convolutional neural networks for human action recognition
-
Ji, Shuiwang, Xu, Wei, Yang, Ming, and Yu, Kai. 3d convolutional neural networks for human action recognition. PAMI, 35(1):221-231, 2013.
-
(2013)
PAMI
, vol.35
, Issue.1
, pp. 221-231
-
-
Ji, S.1
Xu, W.2
Yang, M.3
Yu, K.4
-
16
-
-
84913580146
-
Caffe: Convolutional architecture for fast feature embedding
-
ACM
-
Jia, Yangqing, Shelhamer, Evan, Donahue, Jeff, Karayev, Sergey, Long, Jonathan, Girshick, Ross, Guadarrama, Sergio, and Darrell, Trevor. Caffe: Convolutional architecture for fast feature embedding. In Proceedings of the ACM International Conference on Multimedia, pp. 675-678. ACM, 2014.
-
(2014)
Proceedings of the ACM International Conference on Multimedia
, pp. 675-678
-
-
Jia, Y.1
Shelhamer, E.2
Donahue, J.3
Karayev, S.4
Long, J.5
Girshick, R.6
Guadarrama, S.7
Darrell, T.8
-
17
-
-
84911364368
-
Largescale video classification with convolutional neural networks
-
Karpathy, Andrej, Toderici, George, Shetty, Sanketh, Leung, Thomas, Sukthankar, Rahul, and Fei-Fei, Li. Largescale video classification with convolutional neural networks. In CVPR, 2014.
-
(2014)
CVPR
-
-
Karpathy, A.1
Toderici, G.2
Shetty, S.3
Leung, T.4
Sukthankar, R.5
Fei-Fei, L.6
-
19
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey E. Imagenet classification with deep convolutional neural networks. In NIPS. 2012.
-
(2012)
NIPS
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
20
-
-
84879933290
-
A bilevel optimization approach for parameter learning in variational models
-
Kunisch, Karl and Pock, Thomas. A bilevel optimization approach for parameter learning in variational models. SIAM Journal on Imaging Sciences, 6(2):938-983, 2013.
-
(2013)
SIAM Journal on Imaging Sciences
, vol.6
, Issue.2
, pp. 938-983
-
-
Kunisch, K.1
Pock, T.2
-
21
-
-
51949083365
-
Learning realistic human actions from movies
-
Laptev, Ivan, Marszalek, Marcin, Schmid, Cordelia, and Rozenfeld, Benjamin. Learning realistic human actions from movies. In CVPR, 2008.
-
(2008)
CVPR
-
-
Laptev, I.1
Marszalek, M.2
Schmid, C.3
Rozenfeld, B.4
-
23
-
-
84931073375
-
Bilevel optimization with nonsmooth lower level problems
-
Ochs, P., Ranftl, R., Brox, T., and Pock, T. Bilevel optimization with nonsmooth lower level problems. In International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), 2015.
-
(2015)
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM)
-
-
Ochs, P.1
Ranftl, R.2
Brox, T.3
Pock, T.4
-
24
-
-
77955992063
-
Large-scale image retrieval with compressed fisher vectors
-
Perronnin, Florent, Liu, Yan, Sánchez, Jorge, and Poirier, Hervé. Large-scale image retrieval with compressed fisher vectors. In CVPR, 2010.
-
(2010)
CVPR
-
-
Perronnin, F.1
Liu, Y.2
Sánchez, J.3
Poirier, H.4
-
25
-
-
51949084792
-
Action Mach a spatio-temporal maximum average correlation height filter for action recognition
-
Rodriguez, Mikel D, Ahmed, Javed, and Shah, Mubarak. Action mach a spatio-temporal maximum average correlation height filter for action recognition. In CVPR, 2008.
-
(2008)
CVPR
-
-
Rodriguez, M.D.1
Ahmed, J.2
Shah, M.3
-
26
-
-
84937862424
-
Two-stream convolutional networks for action recognition in videos
-
Simonyan, Karen and Zisserman, Andrew. Two-stream convolutional networks for action recognition in videos. In NIPS, pp. 568-576, 2014.
-
(2014)
NIPS
, pp. 568-576
-
-
Simonyan, K.1
Zisserman, A.2
-
29
-
-
84965114137
-
-
arXiv preprint arXiv: 1412.0767
-
Tran, Du, Bourdev, Lubomir, Fergus, Rob, Torresani, Lorenzo, and Paluri, Manohar. Learning spatiotemporal features with 3d convolutional networks. arXiv preprint arXiv: 1412.0767, 2014.
-
(2014)
Learning Spatiotemporal Features with 3d Convolutional Networks
-
-
Tran, D.1
Bourdev, L.2
Fergus, R.3
Torresani, L.4
Paluri, M.5
-
31
-
-
84898805910
-
Action recognition with improved trajectories
-
Wang, Heng and Schmid, Cordelia. Action recognition with improved trajectories. In ICCV, 2013.
-
(2013)
ICCV
-
-
Wang, H.1
Schmid, C.2
-
32
-
-
85029064010
-
Beyond short snippets: Deep networks for video classification
-
Yue-Hei Ng, Joe, Hausknecht, Matthew, Vijayanarasimhan, Sudheendra, Vinyals, Oriol, Monga, Rajat, and Toderici, George. Beyond short snippets: Deep networks for video classification. In CVPR, 2015.
-
(2015)
CVPR
-
-
Ng, Y.1
Joe, H.2
Matthew, V.3
Sudheendra, V.4
Oriol, M.R.5
Toderici, G.6
-
33
-
-
84986246211
-
Exploiting image-trained CNN architectures for unconstrained video classification
-
Zha, Shengxin, Luisier, Florian, Andrews, Walter, Srivastava, Nitish, and Salakhutdinov, Ruslan. Exploiting image-trained CNN architectures for unconstrained video classification. In BMVC, 2015.
-
(2015)
BMVC
-
-
Zha, S.1
Luisier, F.2
Andrews, W.3
Srivastava, N.4
Salakhutdinov, R.5
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