-
1
-
-
84897528758
-
Smooth sparse coding via marginal regression for learning sparse representations
-
K. Balasubramanian, K. Yu, and G. Lebanon. Smooth sparse coding via marginal regression for learning sparse representations. In ICML, 2013.
-
(2013)
ICML
-
-
Balasubramanian, K.1
Yu, K.2
Lebanon, G.3
-
3
-
-
84887371778
-
Multipath sparse coding using hierarchical matching pursuit
-
L. Bo, X. Ren, and D. Fox. Multipath sparse coding using hierarchical matching pursuit. CVPR, 2013.
-
(2013)
CVPR
-
-
Bo, L.1
Ren, X.2
Fox, D.3
-
4
-
-
77955993281
-
Learning mid-level features for recognition
-
IEEE
-
Y.-L. Boureau, F. Bach, Y. LeCun, and J. Ponce. Learning mid-level features for recognition. In CVPR, pages 2559-2566. IEEE, 2010.
-
(2010)
CVPR
, pp. 2559-2566
-
-
Boureau, Y.-L.1
Bach, F.2
Le Cun, Y.3
Ponce, J.4
-
7
-
-
84866714584
-
Multicolumn deep neural networks for image classification
-
D. Ciresan, U. Meier, and J. Schmidhuber. Multicolumn deep neural networks for image classification. CVPR, 2012.
-
(2012)
CVPR
-
-
Ciresan, D.1
Meier, U.2
Schmidhuber, J.3
-
8
-
-
80053442434
-
The importance of encoding versus training with sparse coding and vector quantization
-
A. Coates and A. Y. Ng. The importance of encoding versus training with sparse coding and vector quantization. In ICML, volume 8, page 10, 2011.
-
(2011)
ICML
, vol.8
, pp. 10
-
-
Coates, A.1
Ng, A.Y.2
-
9
-
-
33645146449
-
Histograms of oriented gradients for human detection
-
IEEE
-
N. Dalai and B. Triggs. Histograms of oriented gradients for human detection. In CVPR 2005, volume 1, pages 886-893. IEEE, 2005.
-
(2005)
CVPR 2005
, vol.1
, pp. 886-893
-
-
Dalai, N.1
Triggs, B.2
-
10
-
-
84932617705
-
Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
-
L. Fei-Fei, R. Fergus, and P. Perona. Learning generative visual models from few training examples: an incremental bayesian approach tested on 101 object categories. In CVPR, Workshop on Generative-Model Based Vision., 2004.
-
(2004)
CVPR, Workshop on Generative-model Based Vision.
-
-
Fei-Fei, L.1
Fergus, R.2
Perona, P.3
-
11
-
-
33745155436
-
A Bayesian hierarchical model for learning natural scene categories
-
L. Fei-Fei and P. Perona. A bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
-
(2005)
CVPR
-
-
Fei-Fei, L.1
Perona, P.2
-
12
-
-
84872234907
-
Geometric p-norm feature pooling for image classification
-
IEEE
-
J. Feng, B. Ni, Q. Tian, and S. Yan. Geometric p-norm feature pooling for image classification. In CVPR, pages 2609-2704. IEEE, 2011.
-
(2011)
CVPR
, pp. 2609-2704
-
-
Feng, J.1
Ni, B.2
Tian, Q.3
Yan, S.4
-
13
-
-
77955994285
-
Local features are not lonely-laplacian sparse coding for image classification
-
IEEE
-
S. Gao, I. W. Tsang, L.-T. Chia, and P. Zhao. Local features are not lonely-laplacian sparse coding for image classification. In CVPR, pages 3555-3561. IEEE, 2010.
-
(2010)
CVPR
, pp. 3555-3561
-
-
Gao, S.1
Tsang, I.W.2
Chia, L.-T.3
Zhao, P.4
-
15
-
-
33845594569
-
Dimensionality reduction by learning an invariant mapping
-
IEEE
-
R. Hadsell, S. Chopra, and Y. LeCun. Dimensionality reduction by learning an invariant mapping. In CVPR, volume 2, pages 1735-1742. IEEE, 2006.
-
(2006)
CVPR
, vol.2
, pp. 1735-1742
-
-
Hadsell, R.1
Chopra, S.2
Le Cun, Y.3
-
16
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
G. E. Hinton, S. Osindero, and Y.-W. Teh. A fast learning algorithm for deep belief nets. Neural computation, 18(7):1527-1554, 2006.
-
(2006)
Neural Computation
, vol.18
, Issue.7
, pp. 1527-1554
-
-
Hinton, G.E.1
Osindero, S.2
Teh, Y.-W.3
-
17
-
-
84866666373
-
Beyond spatial pyramids: Receptive field learning for pooled image features
-
IEEE
-
Y. Jia, C. Huang, and T. Darrell. Beyond spatial pyramids: Receptive field learning for pooled image features. In CVPR, 2012, pages 3370-3377. IEEE, 2012.
-
(2012)
CVPR, 2012
, pp. 3370-3377
-
-
Jia, Y.1
Huang, C.2
Darrell, T.3
-
20
-
-
33845572523
-
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
-
IEEE
-
S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, volume 2, pages 2169-2178. IEEE, 2006.
-
(2006)
CVPR
, vol.2
, pp. 2169-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
21
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Le Cun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
22
-
-
3042535216
-
Distinctive image features from scaleinvariant keypoints
-
D. G. Lowe. Distinctive image features from scaleinvariant keypoints. IJCV, 60(2):91-110, 2004.
-
(2004)
IJCV
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.G.1
-
23
-
-
71149119964
-
Online dictionary learning for sparse coding
-
ACM
-
J. Mairal, F. Bach, J. Ponce, and G. Sapiro. Online dictionary learning for sparse coding. In Proceedings of the 26th Annual International Conference on Machine Learning, pages 689-696. ACM, 2009.
-
(2009)
Proceedings of the 26th Annual International Conference on Machine Learning
, pp. 689-696
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
-
24
-
-
0035328421
-
Modeling the shape of the scene: A holistic representation of the spatial envelop
-
A. Oliva and A. Torraba. Modeling the shape of the scene: A holistic representation of the spatial envelop. In IJCV, 2001.
-
(2001)
IJCV
-
-
Oliva, A.1
Torraba, A.2
-
25
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
B. A. Olshausen et al. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381(6583):607-609, 1996.
-
(1996)
Nature
, vol.381
, Issue.6583
, pp. 607-609
-
-
Olshausen, B.A.1
-
26
-
-
77955996870
-
Locality-constrained linear coding for image classification
-
IEEE
-
J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained linear coding for image classification. In CVPR, pages 3360-3367. IEEE, 2010.
-
(2010)
CVPR
, pp. 3360-3367
-
-
Wang, J.1
Yang, J.2
Yu, K.3
Lv, F.4
Huang, T.5
Gong, Y.6
-
27
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
IEEE
-
J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, pages 1794-1801. IEEE, 2009.
-
(2009)
CVPR
, pp. 1794-1801
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
28
-
-
80052889296
-
Learning image representations from the pixel level via hierachical sparse coding
-
K. Yu, Y. Lin, R. Fergus, and Y. LeCun. Learning image representations from the pixel level via hierachical sparse coding. In CVPR, 2011.
-
(2011)
CVPR
-
-
Yu, K.1
Lin, Y.2
Fergus, R.3
Le Cun, Y.4
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