liefengbo's library 106 articles Export

	Fast Sparse Gaussian Process Methods: The Informative Vector Machine [My Copy] In NIPS (2002), pp. 609-616. by Neil D. Lawrence, Matthias Seeger, Ralf Herbrich edited by Suzanna Becker, Sebastian Thrun, Klaus Obermayer, Suzanna Becker, Sebastian Thrun, Klaus Obermayer posted to gps by liefengbo on 2009-09-03 01:19:10 as
	Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines [My Copy] Journal of Machine Learning Research, Vol. 9 (July 2008), pp. 1369-1398. by Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin posted to svms by liefengbo on 2009-09-03 00:33:34 as
	On the convergence of the coordinate descent method for convex differentiable minimization [My Copy] Journal of Optimization Theory and Applications, Vol. 72, No. 1. (1 January 1992), pp. 7-35. by Z. Q. Luo, P. Tseng posted to gps by liefengbo on 2009-09-03 00:29:56 as
	Kernel Logistic Regression and the Import Vector Machine [My Copy] In NIPS (2001), pp. 1081-1088. by Ji Zhu, Trevor Hastie edited by Thomas G. Dietterich, Suzanna Becker, Zoubin Ghahramani, Thomas G. Dietterich, Suzanna Becker, Zoubin Ghahramani posted to svms by liefengbo on 2009-09-02 20:46:19 as
	Creating Efficient Codebooks for Visual Recognition [My Copy] In ICCV '05: Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 (2005), pp. 604-610. by Frederic Jurie, Bill Triggs posted to setkernel by liefengbo on 2009-06-05 19:44:23 as along with 6 people jzujovic mamadoudiao caicai iansimon hayko tkollar
	Video Google: A Text Retrieval Approach to Object Matching in Videos [My Copy] In ICCV (2003), pp. 1470-1477. by Josef Sivic, Andrew Zisserman posted to setkernel by liefengbo on 2009-06-05 19:36:58 as
	Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study [My Copy] International Journal of Computer Vision, Vol. 73, No. 2. (June 2007), pp. 213-238. by Zhang, J., Marszalek, et al. M., Lazebnik, S., Schmid, C. posted to setkernel by liefengbo on 2009-06-05 19:02:14 as along with 8 people and 1 group pwais shrikondra caicai BrianTomasik mzabidi GernotMargreitner guisongxia jaonary Product Images
	Semigroup Kernels on Finite Sets [My Copy] In NIPS (2004) by Marco Cuturi, Jean P. Vert posted to setkernel by liefengbo on 2009-06-05 09:00:41 as
	A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications [My Copy] In NIPS (2003) by Pedro J. Moreno, Purdy Ho, Nuno Vasconcelos edited by Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf, Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf posted to setkernel by liefengbo on 2009-06-05 08:58:49 as
	Algebraic Set Kernels with Application to Inference Over Local Image Representations [My Copy] In NIPS (2004) by Amnon Shashua, Tamir Hazan posted to setkernel by liefengbo on 2009-06-05 05:30:37 as
	Kernels on Attributed Pointsets with Applications [My Copy] In NIPS (2007) by Mehul Parsana, Sourangshu Bhattacharya, Chiru Bhattacharyya, K. R. Ramakrishnan edited by John C. Platt, Daphne Koller, Yoram Singer, et al.Sam T. Roweis, John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis posted to setkernel by liefengbo on 2009-06-05 05:28:33 as
	Iterative Kernel Principal Component Analysis for Image Modeling [My Copy] IEEE Trans. Pattern Anal. Mach. Intell., Vol. 27, No. 9. (2005), pp. 1351-1366. by Kwang I. Kim, Matthias O. Franz, Bernhard Schölkopf posted to svms by liefengbo on 2009-06-05 01:52:59 as
	One-Shot Learning of Object Categories [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 4. (2006), pp. 594-611. by Li Fei-Fei, R. Fergus, P. Perona posted to setkernel by liefengbo on 2009-06-05 01:33:25 as along with 6 people jmarkow apcoates autrusseau-f drmabuse zeppe dcoates
	Multiclass Object Recognition with Sparse, Localized Features [My Copy] In CVPR (1) (2006), pp. 11-18. by Jim Mutch, David G. Lowe posted to setkernel by liefengbo on 2009-06-02 16:21:13 as along with 1 person jzujovic
	Nonlinear Component Analysis as a Kernel Eigenvalue Problem [My Copy] Neural Computation, Vol. 10, No. 5. (1998), pp. 1299-1319. by Bernhard Schölkopf, Alex J. Smola, Klaus R. Müller posted to setkernel by liefengbo on 2009-05-31 22:22:24 as
	Using the Nyström Method to Speed Up Kernel Machines [My Copy] In NIPS (2000), pp. 682-688. by Christopher K. I. Williams, Matthias Seeger edited by Todd K. Leen, Thomas G. Dietterich, Volker Tresp, Todd K. Leen, Thomas G. Dietterich, Volker Tresp posted to setkernel by liefengbo on 2009-05-31 22:18:36 as
	Image Retrieval and Classification Using Local Distance Functions [My Copy] In NIPS (2006), pp. 417-424. by Andrea Frome, Yoram Singer, Jitendra Malik edited by Bernhard Schölkopf, John C. Platt, Thomas Hoffman, Bernhard Schölkopf, John C. Platt, Thomas Hoffman posted to setkernel by liefengbo on 2009-05-31 22:15:36 as
	SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition [My Copy] In CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2006), pp. 2126-2136. by Hao Zhang, Alexander C. Berg, Michael Maire, Jitendra Malik posted to setkernel by liefengbo on 2009-05-31 22:09:12 as along with 6 people and 1 group tianqi shrikondra caicai BrianTomasik GernotMargreitner iansimon Product Images
	Distinctive Image Features from Scale-Invariant Keypoints [My Copy] Int. J. Comput. Vision, Vol. 60, No. 2. (1 November 2004), pp. 91-110. by David G. Lowe posted to setkernel by liefengbo on 2009-05-31 22:05:45 as along with 30 people and 1 group chrahn ianhales pwais pingmei sonvu simogasp VCortes luciebelanger mpd008 jmuredubois jrodriguez haiyeong mthomure rabit pick600 jccaicedo mat4sajphd aogier kittipat ansobol weiweiguo sylvain_chevallier CAVIAR jfmenudet thorgal assad79 jsanpedro maddin krisada gfacciol Product Images
	LIBLINEAR: A Library for Large Linear Classification [My Copy] Journal of Machine Learning Research, Vol. 9 (August 2008), pp. 1871-1874. by Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin posted to setkernel by liefengbo on 2009-05-31 22:02:45 as
	Fast image search for learned metrics [My Copy] Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on (2008), pp. 1-8. by P. Jain, B. Kulis, K. Grauman posted to setkernel by liefengbo on 2009-05-31 22:00:18 as along with 1 person caicai
	Deep Learning with Kernel Regularization for Visual Recognition [My Copy] In NIPS (2008), pp. 1889-1896. by Kai Yu, Wei Xu, Yihong Gong edited by Daphne Koller, Dale Schuurmans, Yoshua Bengio, et al.Léon Bottou, Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou posted to setkernel by liefengbo on 2009-05-31 21:38:56 as
	Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories [My Copy] In CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2006), pp. 2169-2178. by Svetlana Lazebnik, Cordelia Schmid, Jean Ponce posted to setkernel by liefengbo on 2009-05-02 16:33:32 as along with 13 people and 1 group forefinger gfacciol drivard friedel kenji mamadoudiao zeppe GernotMargreitner caicai jccaicedo dlmace vinaypn iansimon Product Images
	In defense of Nearest-Neighbor based image classification [My Copy] Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on (05 August 2008), pp. 1-8. by O. Boiman, E. Shechtman, M. Irani posted to setkernel by liefengbo on 2009-05-02 16:32:33 as along with 2 people jeffrey0930 espriggs
	Similarity Search in High Dimensions via Hashing [My Copy] In VLDB (1999), pp. 518-529. by Aristides Gionis, Piotr Indyk, Rajeev Motwani edited by Malcolm P. Atkinson, Maria E. Orlowska, Patrick Valduriez, et al.Stanley B. Zdonik, Michael L. Brodie, Malcolm P. Atkinson, Maria E. Orlowska, Patrick Valduriez, Stanley B. Zdonik, Michael L. Brodie posted to setkernel by liefengbo on 2009-05-02 16:31:33 as
	Unifying discriminative visual codebook generation with classifier training for object category recognition [My Copy] Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on (2008), pp. 1-8. by Liu Yang, Rong Jin, R. Sukthankar, F. Jurie posted to setkernel by liefengbo on 2009-05-02 16:30:38 as along with 1 person caicai
	Fast Discriminative Visual Codebooks using Randomized Clustering Forests [My Copy] In NIPS (2006), pp. 985-992. by Frank Moosmann, Bill Triggs, Frédéric Jurie edited by Bernhard Schölkopf, John C. Platt, Thomas Hoffman, Bernhard Schölkopf, John C. Platt, Thomas Hoffman posted to setkernel by liefengbo on 2009-05-02 16:29:47 as
	Scalable Recognition with a Vocabulary Tree [My Copy] In CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2006), pp. 2161-2168. by David Nister, Henrik Stewenius posted to setkernel by liefengbo on 2009-05-02 16:28:11 as along with 3 people and 1 group Mohan-S kenji seeocean2000 Product Images
	Recognition with Local Features: the Kernel Recipe [My Copy] In ICCV (2003), pp. 257-264. by Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf posted to setkernel by liefengbo on 2009-05-02 16:26:54 as along with 1 person weiweiguo
	Efficiently matching sets of features with random histograms [My Copy] In MM '08: Proceeding of the 16th ACM international conference on Multimedia (2008), pp. 179-188. by Wei Dong, Zhe Wang, Moses Charikar, Kai Li posted to setkernel by liefengbo on 2009-05-02 16:23:28 as along with 2 people eddymier mamadoudiao
	Learning over Sets using Kernel Principal Angles [My Copy] Journal of Machine Learning Research, Vol. 4 (2003), pp. 913-931. by Lior Wolf, Amnon Shashua posted to setkernel by liefengbo on 2009-05-02 16:22:15 as
	Kernel Codebooks for Scene Categorization [My Copy] In ECCV (3), Vol. 5304 (2008), pp. 696-709. by Jan van Gemert, Jan M. Geusebroek, Cor J. Veenman, Arnold W. M. Smeulders edited by David A. Forsyth, Philip H. S. Torr, Andrew Zisserman, David A. Forsyth, Philip H. S. Torr, Andrew Zisserman posted to setkernel by liefengbo on 2009-05-02 16:21:20 as
	A Kernel Between Sets of Vectors [My Copy] In ICML (2003), pp. 361-368. by Risi I. Kondor, Tony Jebara edited by Tom Fawcett, Nina Mishra, Tom Fawcett, Nina Mishra posted to setkernel by liefengbo on 2009-05-02 16:19:49 as
	Mercer Kernels for Object Recognition with Local Features [My Copy] In CVPR (2) (2005), pp. 223-229. by Siwei Lyu posted to setkernel by liefengbo on 2009-05-02 16:18:48 as
	Multi-Instance Kernels [My Copy] In ICML (2002), pp. 179-186. by Thomas Gärtner, Peter A. Flach, Adam Kowalczyk, Alex J. Smola edited by Claude Sammut, Achim G. Hoffmann, Claude Sammut, Achim G. Hoffmann posted to setkernel by liefengbo on 2009-05-02 16:17:07 as
	The Pyramid Match Kernel: Efficient Learning with Sets of Features [My Copy] Journal of Machine Learning Research, Vol. 8 (April 2007), pp. 725-760. by Kristen Grauman, Trevor Darrell posted to setkernel by liefengbo on 2009-05-02 16:14:46 as along with 4 people gfacciol pwais sdvillal vinaypn
	The pyramid match kernel: discriminative classification with sets of image features [My Copy] Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on In Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on, Vol. 2 (21 October 2005), pp. 1458-1465 Vol. 2. by K. Grauman, T. Darrell posted to setkernel by liefengbo on 2009-05-02 16:13:32 as along with 15 people and 5 groups e120265 stober mpd008 pantherseu jzujovic pwais shrikondra kenji jekky bpacker Mohan-S doubleshow GernotMargreitner caicai vinaypn CMU-HCII Blog_and_Wiki_Research automatic_summarization ASR vision-ng
	Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning [My Copy] In NIPS (2008), pp. 1313-1320. by Ali Rahimi, Benjamin Recht edited by Daphne Koller, Dale Schuurmans, Yoshua Bengio, et al.Léon Bottou, Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou posted to setkernel by liefengbo on 2009-05-02 16:04:38 as along with 1 person idlebrain
	Random Features for Large-Scale Kernel Machines [My Copy] In NIPS (2007) by Ali Rahimi, Benjamin Recht edited by John C. Platt, Daphne Koller, Yoram Singer, et al.Sam T. Roweis, John C. Platt, Daphne Koller, Yoram Singer, Sam T. Roweis posted to setkernel by liefengbo on 2009-05-02 16:03:40 as
	Discriminative Fields for Modeling Spatial Dependencies in Natural Images [My Copy] In NIPS (2003) by Sanjiv Kumar, Martial Hebert edited by Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf, Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf posted to crf by liefengbo on 2009-03-30 19:01:17 as
	Beyond sliding windows: Object localization by efficient subwindow search [My Copy] Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on (2008), pp. 1-8. by C. H. Lampert, M. B. Blaschko, T. Hofmann posted to pose by liefengbo on 2009-03-09 19:54:47 as along with 7 people haiyeong weiweiguo doubleshow ntrinh bamberg friedel kenji
	Learning CRFs Using Graph Cuts [My Copy] In ECCV (2), Vol. 5303 (2008), pp. 582-595. by Martin Szummer, Pushmeet Kohli, Derek Hoiem edited by David A. Forsyth, Philip H. S. Torr, Andrew Zisserman, David A. Forsyth, Philip H. S. Torr, Andrew Zisserman posted to svms by liefengbo on 2009-03-09 07:28:58 as
	Gaussian process classification for segmenting and annotating sequences [My Copy] In ICML '04: Proceedings of the twenty-first international conference on Machine learning (2004) by Yasemin Altun, Thomas Hofmann, Alexander J. Smola posted to crf by liefengbo on 2009-01-22 04:51:34 as along with 2 people pjcite vlachmore
	Active Learning with Gaussian Processes for Object Categorization [My Copy] Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on In Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on (2007), pp. 1-8. by Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Trevor Darrell posted to gps by liefengbo on 2008-11-18 21:03:00 as along with 1 person Mohan-S
	Learning The Discriminative Power-Invariance Trade-Off [My Copy] Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on In Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on (2007), pp. 1-8. by M. Varma, D. Ray posted to objrec by liefengbo on 2008-11-18 07:50:37 as along with 4 people and 1 group doubleshow varung inayatkh caicai Product Images
	Comparison of Approximate Methods for Handling Hyperparameters [My Copy] Neural Comp., Vol. 11, No. 5. (1 July 1999), pp. 1035-1068. by David J. Mackay posted to gps by liefengbo on 2008-11-18 07:45:35 as
	Approximations for Binary Gaussian Process Classification [My Copy] Journal of Machine Learning Research, Vol. 9 (October 2008), pp. 2035-2078. by Hannes Nickisch, Carl E. Rasmussen posted to gps by liefengbo on 2008-11-18 07:38:27 as
	Learning to Localize Objects with Structured Output Regression [My Copy] In ECCV (1), Vol. 5302 (2008), pp. 2-15. by Matthew B. Blaschko, Christoph H. Lampert edited by David A. Forsyth, Philip H. S. Torr, Andrew Zisserman, David A. Forsyth, Philip H. S. Torr, Andrew Zisserman posted to svms by liefengbo on 2008-11-10 22:47:06 as along with 4 people e120265 varung doubleshow weiweiguo
	Dependency Networks for Inference, Collaborative Filtering, and Data Visualization [My Copy] Journal of Machine Learning Research, Vol. 1 (October 2000), pp. 49-75. by David Heckerman, David M. Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie posted to gm by liefengbo on 2008-11-10 17:30:07 as
	Shape matching and object recognition using shape contexts [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 24, No. 4. (April 2002), pp. 509-522. by S. Belongie, J. Malik, J. Puzicha posted to pose by liefengbo on 2008-11-09 23:12:52 as along with 15 people and 1 group ashko apcoates haiyeong baeuml shrikondra caicai napvasconcelos weiweiguo mzabidi hp2oo1 zeppe hurricane ElQuijote42 egozi przem Product Images

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