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  Research  
Publications : 2011 2010 2009 2008 2007 bef 2007
   
Journals
  • [AoS08] Audibert, J.Y Fast learning rates in statistical inference through aggregation. Annals of Statistics, Jun 2008. (.bib)
  • [ML08a] Dalalyan, A. and Tsybakov, A. Aggregation by exponential weighting, sharp oracle inequalities and sparsity. Machine Learning, 72, p39-61, 2008. (.bib)
  • [JMLR08a] Dalalyan, A. and Juditsky, A. and Spokoiny, V. A new algorithm for estimating the effective dimension-reduction subspace. Journal of Machine Learning Research, 9, p1647-1678, 2008. (.bib)
  • [TCS08] Audibert, J.Y. and Munos, R. and Szepesvári, Cs. Exploration-exploitation trade-off using variance estimates in multi-armed bandits. Theoretical Computer Science, 2008. (.bib)


Top Rank Conferences (CVPR, ICCV, ECCV, ICML, COLT, NIPS, IPMI, MICCAI, AAAI, IJCAI)
  • [NIPS08] Wang, Y. and Audibert, J.Y. and Munos, R. Algorithms for Infinitely Many-Armed Bandits. Advances in Neural Information Processing Systems, Vancouver, Canada, Dec 2008. (.bib)
  • [ICML08a] Sahbi, H. and Audibert, J.Y. and Rabarisoa, J. and Keriven, R. Robust Matching and Recognition using Context-Dependent Kernels. 25th International Conference on Machine Learning (ICML), Helsinki, Finlande, Jul 2008. (.bib)
  • [ICML08b] Mnih, V. and Szepesvari, Cs. and Audibert, J.Y. Empirical Bernstein stopping. International Conference on Machine Learning (ICML), Helsinki, Finlande, Jul 2008. (.bib)
  • [CVPR08a] Duchenne, O. and Audibert, J.Y. and Keriven, R. and Ponce, J. and Ségonne, F. Segmentation by transduction. Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, Jun 2008. (.bib)
  • [CVPR08b] Sahbi, H. and Etyngier, P. and Audibert, J.Y. and Keriven, R. Manifold Learning using Robust Graph Laplacian for Interactive Image Retrieval. Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, Jun 2008. (.bib)
  • [CVPR08c] Sahbi, H. and Audibert, J.Y. and Rabarisoa, H. and Keriven, R. Context-Dependent Kernel Design for Object Matching and Recognition. Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, Jun 2008. (.bib)


Conferences
  • [ICPR08c] Maurel, P. and McGonigal, A. and Chauvel, P. and Keriven, R. 3D model fitting for facial expression analysis under uncontrolled imaging conditions. 19th International Conference on Pattern Recognition, Tampa, US, Dec 2008. (.bib)
  • [ICPR08b] Chariot, A. and Keriven, R. GPU-boosted online image matching. 19th International Conference on Pattern Recognition, Tampa, US, Dec 2008. (.bib)
  • [ICPR08a] Allène, C. and Pons, J-P. and Keriven, R. Seamless image-based texture atlases using multi-band blending. 19th International Conference on Pattern Recognition, Tampa, US, Dec 2008. (.bib)
  • [ETVC08] Boissonnat, J.-D. and Pons, J.-P. and Yvinec, M. From segmented images to good quality meshes using Delaunay refinement. . Emerging Trends in Visual Computing, Paris, Nov 2008. (.bib)
  • [NeuroComp08] Veltz, R. and Faugeras, O. Bifurcations in neural masses. Neurocomp conference, Marseille, Oct 2008. (.bib)
  • [MIR08] Tousch, A.M. and Herbin, S., and Audibert, J.Y. Semantic Lattices for Multiple Annotation of Images. ACM International Conference on Multimedia Information Retrieval (MIR), Vancouver, Canada, Oct 2008. (.bib)
  • [ICIP08] Thorstensen, N. and Segonne, F. and Keriven, R. Normalization and Preimage Problem in Gaussian Kernel PCA. IEEE International Conference on Image Processing, San Diego, USA, Oct 2008. (.bib)
  • [CDVE08] Pons, J.-P. and Soubra, S. 3D reconstruction of large-scale city models as a support to sustainable development. Cooperative Design, Visualization and Engineering, p172-175, Mallorca, Spain, Sep 2008. (.bib)
  • [BMVC08] Delaunoy, A. and Prados, E. and Gargallo, P. and Pons, J.-P. and Sturm, P. Minimizing the multi-view stereo reprojection error for triangular surface meshes. British Machine Vision Conference, Leeds, UK, Sep 2008. (.bib)
  • [CBMI08] Sahbi, H. and Audibert, J.Y. and Rabarisoa, J. and Keriven, R. Object Recognition and Retrieval by Context Dependent Similarity Kernels. Sixth International Workshop on Content-Based Multimedia Indexing, London, Jun 2008. (.bib)
  • [ISBI08] Péchaud, M. and Vanzetta, I. and Deneux, T. and Keriven, R. SIFT-based Sequence Registration and Flow-based Cortical Vessel Segmentation applied to High Resolution Optical Imaging Data. Proceedings of ISBI 2008, Paris, May 2008. (.bib)
  • [ICASSP08] Sahbi, H. and Etyngier, P. and Audibert, J-Y. and Keriven, R. Interactive Image Retrieval. the 33rd International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, Apr 2008. (.bib)


PhD Theses
  • [PhD08b] Chariot, A. Quelques applications de la programmation des processeurs graphiques à la simulation neuronale et à la vision par ordinateur. ENPC-ParisTech, Dec 2008. (.bib)
  • [PhD08a] Maurel, P. Shape gradients, shape warping and medical application to facial expression analysis. ENS, Dec 2008. (.bib)
  • [PhD08] Etyngier, P. Statistical Learning, Shape Manifolds, Applications to Image Segmentation. ENPC-ParisTech, Jan 2008. (.bib)


Research Reports
  • [CERTIS0842] Kong, H. and Audibert, J.Y.and Ponce J. Vanishing point detection for road detection. 08-42, Nov 2008. (.bib)
  • [CERTIS0841] Vu, H. and Keriven, R. and Labatut, P. and Pons, J.-P Towards high-resolution large-scale multi-view stereo. 08-41, Nov 2008. (.bib)
  • [CERTIS0840] Labatut, P. and Pons, J.-P. and Keriven, R. Compact piecewise-planar models. 08-40, Nov 2008. (.bib)
  • [CERTIS0839] Janko, Z. and Pons J.-P. Spatio-Temporal Image-Based Texture Atlases for dynamic 3-D models. 08-39, Nov 2008. (.bib)
  • [CERTIS0838] Péchaud, M. and Peyré, G. and Keriven, R. Extraction of Centerlines Networks over an Orientation Domain. CERTIS 08-38, Feb 2008. (.bib)
  • [CERTIS0837] Thorstensen, N. and Segonne, F. and Keriven, R. Pre-image as karcher mean using diffusion maps. 08-37, Jan 2008. (.bib)