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Books
- [FNT10] Peyré, G. and Péchaud, M. and Keriven, R. and Cohen, L. D. Geodesic Methods in Computer Vision and Graphics. Foundations and Trends in Computer Graphics and Vision , 5, Dec 2010. (.bib)
- [HDR10] Audibert, J.-Y. PAC-Bayesian aggregation and multi-armed bandits. Habilitation à Diriger les Recherches Université Paris-Est, Dec 2010. (.bib)
- [GDITM10] Caselles, V. and Monasse, P. Geometric Description of Images as Topographic Maps. , 1984, 2010. (.bib)
Book Chapters
- [book_chapter] Bubeck, S. and Audibert, J.-Y. and Munos, R. Bandit view on noisy optimization. Optimization for Machine Learning, 2010. (.bib)
Journals
- [PAMI10] Sahbi, H. and Audibert, J.-Y. and Keriven, R. Context-Dependent Kernels for Object Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, Oct 2010. (.bib)
- [JMLR10] Audibert, J.-Y. and Bubeck, S. Regret Bounds and Minimax Policies under Partial Monitoring. Journal of Machine Learning Research, Oct 2010. (.bib)
- [TIP10] Lafarge, F. and Keriven, R. and Brédif, M Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details. IEEE Transactions on Image Processing, Jan 2010. (.bib)
- [IBB10] Neveu, B. and Trombettoni, G .and Chabert, G. Improving inter-block backtracking with interval Newton . Constraints Journal, 15(1), p93-116 , 2010. (.bib)
- [TCS10] Riff, M.-C. and Montero, E. and Neveu, B. C-Strategy: A Dynamic Adaptive Strategy for the CLONALG Algorithm . Transactions on Computational Science, 8, p41-55 , 2010. (.bib)
- [TIP10b] Kong, H. and Audibert, J.-Y. and Ponce, J. Detecting Abandoned Objects with a Moving Camera. IEEE Transactions on Image Processing, 2010. (.bib)
- [TIP10a] Kong, H. and Audibert, J.-Y. and Ponce, J. General road detection from a single image. IEEE Transactions on Image Processing, 2010. (.bib)
Top Rank Conferences (CVPR, ICCV, ECCV, ICML, COLT, NIPS, IPMI, MICCAI, AAAI, IJCAI)
- [ECCV2010b] Behmo, R. and Marcombes, P.and Dalalyan, A. and Prinet, V. Towards Optimal Naive Bayes Nearest Neighbor. Computer Vision, 6314, p171-184, Crète, Aug 2010. (.bib)
- [ECCV2010a] Courchay, J. and Dalalyan, A. and Keriven, R. and Sturm, P. Exploiting Loops in the Graph of Trifocal Tensors for Calibrating a Network of Cameras. Computer Vision, 6312, p85-99, Crète, Aug 2010. (.bib)
- [AAAI10] Araya, I. and Trombettoni, G. and Neveu, B. Exploiting Monotonicity in Interval Constraint Propagation . The Twenty-Fourth AAAI Conference on Artificial Intelligence, p 9-14, Atlanta, USA, Jul 2010. (.bib)
- [COLT10] Audibert, J.-Y. and Bubeck, S. and Munos, R. Best Arm Identification in Multi-Armed Bandits. Proceedings of the 23th annual conference on Computational Learning Theory, Haïfa (Israël), Jun 2010. (.bib)
- [CVPR2010b] Jachiet, A.-L. and Labatut, P. and Pons, J.-PH. Robust piecewise-planar 3D reconstruction and completion from large-scale unstructured point data. Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, Jun 2010. (.bib)
- [CVPR2010a] Lafarge, F. and Keriven, R. and Brédif, M and Vu, H-H. Hybrid multi-view Reconstruction by Jump-Diffusion. Conference on Computer Vision and Pattern Recognition (CVPR), San Fransisco, Jun 2010. (.bib)
Conferences
- [CP10] Araya, I. and Trombettoni, G. and Neveu, B. Making Adaptive an Interval Constraint Propagation Algorithm Exploiting Monotonicity . The International Conference on Principles and Practice of Constraint Programming, p61-68, St Andrews - Ecosse, Sep 2010. (.bib)
- [BMVC10] Monasse, P. and Morel, J.-M. and Tang, Z. Three-step image rectification. Proceedings of BMVC, p89.1-10, Sep 2010. (.bib)
- [ICIP2010a] Grompone von Gioi, R. and Monasse, P. and Morel, J.M. and Tang, Z. Towards high-precision lens distortion correction. Proceedings of the International Conference on Image Processing, Hong Kong, Sep 2010. (.bib)
- [ICIP2010] Ciomaga, A. and Monasse, P. and Morel, J.M Level lines shortening yields an image curvature microscope. Proceedings of the International Conference on Image Processing, Hong Kong, Sep 2010. (.bib)
- [JFPC10a] Araya, I. and Neveu, B. and Trombettoni, G. Une nouvelle extension de fonctions aux intervalles basée sur le regroupement d'occurrences . Journées Francophones de Programmation par Contraintes, p13-22, Caen , Jun 2010. (.bib)
- [JFPC10] Araya, I. and Trombettoni, G. and Neveu, B. Exploitation de la monotonie des fonctions dans la propagation de contraintes sur intervalles . Journées Francophones de Programmation par Contraintes, p23-32, Caen , Jun 2010. (.bib)
- [3DPVT10] Courchay, J. and Dalalyan, A. and Keriven, R. and Sturm, P. A global camera network calibration method with Linear Programming. , May 2010. (.bib)
- [AISTATS10] Grunewalder, S., Audibert, J.-Y., Opper, M. and Shawe-Taylor, J. Regret bounds for Gaussian process bandit problems. Proceedings of the 14th International Conference on Artificial Intelligence and Statistics, Chia (Italie), May 2010. (.bib)
PhD Theses
- [PhD10] Tousch, A.-M. Hiérarchies sémantiques pour l’annotation multifacette d’images. , Feb 2010. (.bib)
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