Bibliography

Publications of the year

Articles in International Peer-Reviewed Journal

[1]

J. Abernethy, F. Bach, T. Evgeniou, J.-P. Vert.
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization, in: Journal of Machine Learning Research, 2009, vol. 10, 803—826 p.

[2]

S. Arlot.
Model selection by resampling penalization, in: Electron. J. Statist., 2009, vol. 3, p. 557–624 (electronic)
http://www.di.ens.fr/willow/pdfs/2009_Arlot_EJS-2008-196.pdf.

[3]

S. Arlot, G. Blanchard, É. Roquain.
Some non-asymptotic results on resampling in high dimension, I: confidence regions, in: Ann. Statist., 2009, To appear.

[4]

S. Arlot, G. Blanchard, É. Roquain.
Some non-asymptotic results on resampling in high dimension, II: multiple tests, in: Ann. Statist., 2009, To appear.

[5]

J. Desmars, S. Arlot, J.-E. Arlot, V. Lainey, A. Vienne.
Estimating the accuracy of satellite ephemerides using the bootstrap method, in: Astronomy and Astrophysics, May 2009, vol. 499, p. 321–330
http://www.di.ens.fr/willow/pdfs/2009_AandA_Desmars_Arlot_etal.pdf.

[6]

M. Everingham, J. Sivic, A. Zisserman.
Taking the bite out of automatic naming of characters in TV video, in: Image and Vision Computing, 2009, vol. 27, n^o 5, p. 545–559.

[7]

K. Fukumizu, F. Bach, M. I. Jordan.
Kernel dimension reduction in regression, in: Annals of Statistics, 2009, vol. 37, n^o 4, 1871—1905 p.

[8]

Y. Furukawa, J. Ponce.
Accurate Camera Calibration from Multi-View Stereo and Bundle Adjustment, in: International Journal of Computer Vision, 2009, vol. 84, n^o 3, p. 257-268.

[9]

Y. Furukawa, J. Ponce.
Accurate, Dense, and Robust Multi-View Stereopsis, in: IEEE Trans. Patt. Anal. Mach. Intell., 2009, Submitted..

[10]

Y. Furukawa, J. Ponce.
Accurate, Dense, and Robust Multi-View Stereopsis, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, In press..

[11]

Y. Furukawa, J. Ponce.
Carved Visual Hulls for Image-Based Modeling, in: International Journal of Computer Vision, 2009, vol. 81, n^o 1, p. 53-67.

[12]

B. Kaneva, J. Sivic, A. Torralba, S. Avidan, W. Freeman.
InÞnite Images: Creating and Exploring a Large Photorealistic Virtual Space, in: Proceedings of the IEEE, 2009, Accepted..

[13]

H. Kong, J.-Y. Audibert, J. Ponce.
General road detection from a single image, in: IEEE Transactions on Image Processing, 2009, Accepted pending minor revisions.

[14]

J.-F. Lalonde, A. A. Efros, S. G. Narasimhan.
Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences, in: ACM Transactions on Graphics (SIGGRAPH Asia 2009), December 2009, vol. 28, n^o 5.

[15]

J. Mairal, F. Bach, J. Ponce, G. Sapiro.
Online Learning for Matrix Factorization and Sparse Coding, in: Journal of Machine Learning Research, 2009.

[16]

J. Philbin, J. Sivic, A. Zisserman.
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-Scale Image Datasets, in: Int. J. of Comp. Vision, 2009, Submitted..

[17]

J. Ponce.
Comment donner un sens à l'image numérique, in: La Recherche – Les cahiers de l'INRIA, 2009, vol. 435.

[18]

J. Sivic, A. Zisserman.
Efficient Visual Search Cast as Text Retrieval, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, vol. 31, n^o 4, p. 591–606.

[19]

M. Zaslavskiy, F. Bach, J.-P. Vert.
A path following algorithm for the graph matching problem, in: IEEE Trans. Patt. Anal. Mach. Intell., 2009, vol. 31, n^o 12, 2227—2242 p.

[20]

M. Zaslavskiy, F. Bach, J.-P. Vert.
Global alignment of protein-protein interaction networks by graph matching methods, in: Bioinformatics, 2009, vol. 25, n^o 12, 1259—1267 p.

International Peer-Reviewed Conference/Proceedings

[21]

S. Arlot, F. Bach.
Data-driven calibration of linear estimators with minimal penalties, in: Advances in Neural Information Processing Systems (NIPS), December 2009.

[22]

J.-Y. Audibert, S. Bubeck.
Minimax policies for adversarial and stochastic bandits, in: 22th annual conference on learning theory, Montreal, Canada, Jun 2009.

[23]

G. Batog, X. Goaoc, J. Ponce.
Admissible Linear Map Models of Linear Cameras, in: IEEE Conference on Computer Vision and Pattern Recognition, 2010, Submitted..

[24]

Y.-L. Boureau, Y. LeCun, J. Ponce.
Learning Mid-Level Features for Recognition, in: IEEE Conference on Computer Vision and Pattern Recognition, 2010, Submitted..

[25]

A.-L. Chauve, J.-P. Pons, J.-Y. Audibert, R. Keriven.
Transductive segmentation of textured meshes, in: Asian Conference on Computer Vision, Xi' an, China, Sep 2009
http://imagine.enpc.fr/publications/papers/ACCV09a.pdf.

[26]

T. Cour, B. Sapp, C. Jordan, B. Taskar.
Learning from Ambiguously Labeled Images, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009.

[27]

E. Dexter, P. Pérez, I. Laptev.
Multi-View Synchronization of Human Actions and Dynamic Scenes, in: British Machine Vision Conference, 2009.

[28]

O. Duchenne, F. Bach, I. Kweon, J. Ponce.
A Tensor-Based Algorithm for High-Order Graph Matching, in: IEEE Conference on Computer Vision and Pattern Recognition, 2009.

[29]

O. Duchenne, I. Laptev, J. Sivic, F. Bach, J. Ponce.
Automatic Annotation of Human Actions in Video, in: Proc. Int. Conf. Comp. Vision, 2009.

[30]

Y. Furukawa, J. Ponce.
Dense 3D Motion Capture for Human Faces, in: IEEE Conference on Computer Vision and Pattern Recognition, 2009.

[31]

L. Jacob, G. Obozinski, J.-P. Vert.
Group Lasso with Overlap and Graph Lasso, in: Proceedings of the 26th Annual International Conference on Machine Learning (ICML), 2009.

[32]

A. Joulin, F. Bach, J. Ponce.
Discriminative Clustering for Image Co-segmentation, in: IEEE Conference on Computer Vision and Pattern Recognition, 2010, Submitted..

[33]

B. Kaneva, S. Avidan, W. Freeman, J. Sivic, A. Torralba.
Looking Beyond Image Boundaries, in: Proc. IEEE Conf. Comp. Vision Patt. Recog., 2010, Submitted..

[34]

J. Knopp, J. Sivic, T. Pajdla.
Avoiding confusing features in place recognition, in: Proc. IEEE Conf. Comp. Vision Patt. Recog., 2010, Submitted..

[35]

H. Kong, J.-Y. Audibert, J. Ponce.
Vanishing point detection for road detection, in: Conference on Computer Vision and Pattern Recognition (CVPR), Miami, United States, Jun 2009.

[36]

P. Liang, F. Bach, G. Bouchard, M. I. Jordan.
Asymptotically Optimal Regularization in Smooth Parametric Models, in: Advances in Neural Information Processing Systems (NIPS), 2009.

[37]

J. Mairal, F. Bach, J. Ponce, G. Sapiro.
Online Dictionary Learning for Sparse Coding, in: Proc. Int. Conf. on Machine Learning, 2009.

[38]

J. Mairal, F. Bach, J. Ponce, G. Sapiro, A. Zisserman.
Non-local Sparse Models for Image Restoration, in: Proc. Int. Conf. Comp. Vision, 2009.

[39]

T. Malisiewicz, A. A. Efros.
Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships, in: NIPS, December 2009.

[40]

M. Marszałek, I. Laptev, C. Schmid.
Actions in Context, in: Proc. IEEE Conf. Comp. Vision Patt. Recog., 2009.

[41]

J. Ponce.
What is a camera?, in: IEEE Conference on Computer Vision and Pattern Recognition, 2009.

[42]

B. Russell, A. A. Efros, J. Sivic, W. Freeman, A. Zisserman.
Segmenting Scenes by Matching Image Composites, in: Proc. Neural Info. Proc. Systems, 2009.

[43]

J. Sivic, M. Everingham, A. Zisserman.
“Who are you?”: Learning person specific classifiers from video, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009, submitted.

[44]

H. Wang, M. Ullah, A. Kläser, I. Laptev, C. Schmid.
Evaluation of local spatio-temporal features for action recognition, in: British Machine Vision Conference, 2009.

[45]

O. Whyte, J. Sivic, A. Zisserman, J. Ponce.
Non-Uniform Deblurring for Shaken Images, in: IEEE Conference on Computer Vision and Pattern Recognition, 2010, Submitted..

[46]

O. Whyte, J. Sivic, A. Zisserman.
Get out of my picture! Internet-based inpainting, in: British Machine Vision Conference, 2009.

Scientific Books (or Scientific Book chapters)

[47]

S. Lazebnik, C. Schmid, J. Ponce.
Spatial Pyramid Matching, in: Object Categorization: Computer and Human Vision Perspectives, S. Dickinson, A. Leornadis, B. Schiele, M. Tarr (editors), Cambridge University Press, 2009.

Internal Reports

[48]

S. Arlot, A. Celisse.
Segmentation in the mean of heteroscedastic data via cross-validation, ArXiv, April 2009
http://arxiv.org/pdf/0902.3977v2, arXiv:0902.3977v2.

[49]

J.-Y. Audibert, O. Catoni.
Risk bounds in linear regression through PAC-Bayesian truncation, Feb 2009
http://hal.archives-ouvertes.fr/docs/00/36/02/68/PDF/dovern.pdf, Technical report.

[50]

R. Jenatton, J.-Y. Audibert, F. Bach.
Structured Variable Selection with Sparsity-Inducing Norms, arXiv:0904.3523, 2009, Technical report.

[51]

R. Jenatton, G. Obozinski, F. Bach.
Structured sparse principal component analysis, arXiv:0909.1440, 2009, Technical report.