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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 3Z. Akata, F. Perronnin, Z. Harchaoui, C. Schmid.

    Good Practice in Large-Scale Learning for Image Classification, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, March 2014, vol. 36, no 3, pp. 507-520. [ DOI : 10.1109/TPAMI.2013.146 ]

    https://hal.inria.fr/hal-00835810
  • 4E. Bernard, L. Jacob, J. Mairal, J.-P. Vert.

    Efficient RNA Isoform Identification and Quantification from RNA-Seq Data with Network Flows, in: Bioinformatics, September 2014, vol. 30, no 17, pp. 2447-2455. [ DOI : 10.1093/bioinformatics/btu317 ]

    https://hal-mines-paristech.archives-ouvertes.fr/hal-00803134
  • 5A. Gaidon, Z. Harchaoui, C. Schmid.

    Activity representation with motion hierarchies, in: International Journal of Computer Vision, May 2014, vol. 107, no 3, pp. 219-238. [ DOI : 10.1007/s11263-013-0677-1 ]

    https://hal.inria.fr/hal-00908581
  • 6Z. Harchaoui, A. Juditsky, A. S. Nemirovski.

    Conditional Gradient Algorithms for Norm-Regularized Smooth Convex Optimization, in: Mathematical Programming, Series A, April 2014, pp. 1-30, 30 pages. [ DOI : 10.1007/s10107-014-0778-9 ]

    https://hal.archives-ouvertes.fr/hal-00978368
  • 7G. Seguin, K. Alahari, J. Sivic, I. Laptev.

    Pose Estimation and Segmentation of Multiple People in Stereoscopic Movies, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 1 p. [ DOI : 10.1109/TPAMI.2014.2369050 ]

    https://hal.inria.fr/hal-01089660

International Conferences with Proceedings

  • 8P. Bojanowski, R. Lajugie, F. Bach, I. Laptev, J. Ponce, C. Schmid, J. Sivic.

    Weakly Supervised Action Labeling in Videos Under Ordering Constraints, in: ECCV - European Conference on Computer Vision, Zurich, Switzerland, September 2014, pp. 628-643. [ DOI : 10.1007/978-3-319-10602-1_41 ]

    https://hal.inria.fr/hal-01053967
  • 9Y. Chen, J. Mairal, Z. Harchaoui.

    Fast and Robust Archetypal Analysis for Representation Learning, in: CVPR 2014 - IEEE Conference on Computer Vision & Pattern Recognition, Columbus, United States, June 2014.

    https://hal.inria.fr/hal-00995911
  • 10A. Cherian.

    Nearest Neighbors Using Compact Sparse Codes, in: ICML - 31st International Conference on Machine Learning, Beijing, China, June 2014.

    https://hal.inria.fr/hal-01057690
  • 11A. Cherian, J. Mairal, K. Alahari, C. Schmid.

    Mixing Body-Part Sequences for Human Pose Estimation, in: CVPR 2014 - IEEE Conference on Computer Vision & Pattern Recognition, Columbus, OH, United States, IEEE, June 2014.

    https://hal.inria.fr/hal-00978643
  • 12A. Cherian, S. Sra.

    Riemannian Sparse Coding for Positive Definite Matrices, in: ECCV 2014 - European Conference on Computer Vision, Zurich, Switzerland, September 2014.

    https://hal.inria.fr/hal-01057703
  • 13R. G. Cinbis, J. Verbeek, C. Schmid.

    Multi-fold MIL Training for Weakly Supervised Object Localization, in: CVPR 2014 - IEEE Conference on Computer Vision & Pattern Recognition, Columbus, United States, IEEE, June 2014.

    https://hal.inria.fr/hal-00975746
  • 14M. Douze, H. Jégou.

    The Yael library, in: ACM Multimedia, Orlondo, United States, November 2014.

    https://hal.inria.fr/hal-01020695
  • 15Y. Hua, K. Alahari, C. Schmid.

    Occlusion and Motion Reasoning for Long-term Tracking, in: ECCV 2014 - European Conference on Computer Vision, Zurich, Switzerland, Springer, September 2014.

    https://hal.inria.fr/hal-01020149
  • 16J. Mairal, P. Koniusz, Z. Harchaoui, C. Schmid.

    Convolutional Kernel Networks, in: Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, December 2014.

    https://hal.inria.fr/hal-01005489
  • 17D. Oneata, J. Revaud, J. Verbeek, C. Schmid.

    Spatio-Temporal Object Detection Proposals, in: ECCV 2014 - European Conference on Computer Vision, Zurich, Switzerland, D. Fleet, T. Pajdla, B. Schiele, T. Tuytelaars (editors), Springer, September 2014, vol. 8691, pp. 737-752. [ DOI : 10.1007/978-3-319-10578-9_48 ]

    https://hal.inria.fr/hal-01021902
  • 18D. Oneata, J. Verbeek, C. Schmid.

    Efficient Action Localization with Approximately Normalized Fisher Vectors, in: CVPR 2014 - IEEE Conference on Computer Vision & Pattern Recognition, Columbus, OH, United States, IEEE, June 2014.

    https://hal.inria.fr/hal-00979594
  • 19M. Paulin, J. Revaud, Z. Harchaoui, F. Perronnin, C. Schmid.

    Transformation Pursuit for Image Classification, in: CVPR 2014 - IEEE Conference on Computer Vision & Pattern Recognition, Columbus, United States, IEEE, June 2014.

    https://hal.inria.fr/hal-00979464
  • 20D. Potapov, M. Douze, Z. Harchaoui, C. Schmid.

    Category-specific video summarization, in: ECCV 2014 - European Conference on Computer Vision, Zurich, Switzerland, Springer, September 2014.

    https://hal.inria.fr/hal-01022967
  • 21U. Roy, A. Mishra, K. Alahari, C. Jawahar.

    Scene Text Recognition and Retrieval for Large Lexicons, in: ACCV - Asian Conference on Computer Vision, Singapore, Singapore, November 2014.

    https://hal.inria.fr/hal-01088739
  • 22H. O. Song, R. Girshick, S. Jegelka, J. Mairal, Z. Harchaoui, T. Darrell.

    On learning to localize objects with minimal supervision, in: ICML - 31st International Conference on Machine Learning, Beijing, China, JMLR: W&CP, June 2014, vol. 32.

    https://hal.inria.fr/hal-00996849

National Conferences with Proceedings

  • 23M. Paulin, J. Revaud, Z. Harchaoui, F. Perronnin, C. Schmid.

    Selection itérative de transformations pour la classification d'images, in: RFIA 2014 - Reconnaissance de Formes et Intelligence Artificielle, Rouen, France, June 2014.

    https://hal.archives-ouvertes.fr/hal-00988820

Scientific Books (or Scientific Book chapters)

  • 24J. Mairal, F. Bach, J. Ponce.

    Sparse Modeling for Image and Vision Processing, Foundations and Trends in Computer Graphics and Vision, now publishers, December 2014, vol. 8, no 2-3, 216 p. [ DOI : 10.1561/9781680830095 ]

    https://hal.inria.fr/hal-01081139

Internal Reports

  • 25F. Pierucci, Z. Harchaoui, J. Malick.

    A smoothing approach for composite conditional gradient with nonsmooth loss, Inria Grenoble, July 2014, no RR-8662.

    https://hal.inria.fr/hal-01096630

Other Publications

  • 26M. Douze, D. Oneata, M. Paulin, C. Leray, N. Chesneau, D. Potapov, J. Verbeek, K. Alahari, C. Schmid, L. Lamel, J.-L. Gauvain, C. A. Schmidt, Z. Harchaoui.

    The Inria-LIM-VocR and AXES submissions to Trecvid 2014 Multimedia Event Detection, 2014.

    https://hal.inria.fr/hal-01089916
  • 27J. Mairal.

    Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning, October 2014.

    https://hal.inria.fr/hal-00948338
  • 28D. Oneata, J. Verbeek, C. Schmid.

    The LEAR submission at Thumos 2014, 2014.

    https://hal.inria.fr/hal-01074442
  • 29J. Revaud, P. Weinzaepfel, Z. Harchaoui, C. Schmid.

    EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow, January 2015.

    https://hal.inria.fr/hal-01097477


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