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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

  • 1Z. Akata.
    Contributions à l'apprentissage grande échelle pour la classification d'images, Université de Grenoble, January 2014.
    http://hal.inria.fr/tel-00873807

Articles in International Peer-Reviewed Journals

  • 2Z. 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, June 2013. [ DOI : 10.1109/TPAMI.2013.146 ]
    http://hal.inria.fr/hal-00835810
  • 3A. Gaidon, Z. Harchaoui, C. Schmid.
    Activity representation with motion hierarchies, in: International Journal of Computer Vision, November 2013. [ DOI : 10.1007/s11263-013-0677-1 ]
    http://hal.inria.fr/hal-00908581
  • 4A. Gaidon, Z. Harchaoui, C. Schmid.
    Temporal Localization of Actions with Actoms, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2013, vol. 35, no 11, pp. 2782-2795. [ DOI : 10.1109/TPAMI.2013.65 ]
    http://hal.inria.fr/hal-00804627
  • 5Z. Harchaoui, F. Bach, O. Cappé, E. Moulines.
    Kernel-Based Methods for Hypothesis Testing: A Unified View, in: IEEE Signal Processing Magazine, June 2013, vol. 30, no 4, pp. 87-97. [ DOI : 10.1109/MSP.2013.2253631 ]
    http://hal.inria.fr/hal-00841978
  • 6J. Mairal, B. Yu.
    Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows, in: Journal of Machine Learning Research, August 2013, vol. 14, pp. 2449-2485.
    http://hal.inria.fr/hal-00806372
  • 7T. Mensink, J. Verbeek, G. Csurka.
    Tree-structured CRF Models for Interactive Image Labeling, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, February 2013, vol. 35, no 2, pp. 476-489. [ DOI : 10.1109/TPAMI.2012.100 ]
    http://hal.inria.fr/hal-00688143
  • 8T. Mensink, J. Verbeek, F. Perronnin, G. Csurka.
    Distance-Based Image Classification: Generalizing to new classes at near-zero cost, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2013, vol. 35, no 11, pp. 2624-2637. [ DOI : 10.1109/TPAMI.2013.83 ]
    http://hal.inria.fr/hal-00817211
  • 9A. Prest, V. Ferrari, C. Schmid.
    Explicit modeling of human-object interactions in realistic videos, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, April 2013, vol. 35, no 4, pp. 835-848. [ DOI : 10.1109/TPAMI.2012.175 ]
    http://hal.inria.fr/hal-00720847
  • 10J. Sanchez, F. Perronnin, T. Mensink, J. Verbeek.
    Image Classification with the Fisher Vector: Theory and Practice, in: International Journal of Computer Vision, December 2013, vol. 105, no 3, pp. 222-245. [ DOI : 10.1007/s11263-013-0636-x ]
    http://hal.inria.fr/hal-00830491
  • 11H. Wang, A. Kläser, C. Schmid, C.-L. Liu.
    Dense trajectories and motion boundary descriptors for action recognition, in: International Journal of Computer Vision, May 2013, vol. 103, no 1, pp. 60-79. [ DOI : 10.1007/s11263-012-0594-8 ]
    http://hal.inria.fr/hal-00803241

International Conferences with Proceedings

  • 12Z. Akata, F. Perronnin, Z. Harchaoui, C. Schmid.
    Attribute-Based Classification with Label-Embedding, in: NIPS 2013 Workshop on Output Representation Learning, Lake Tahoe, United States, Neural Information Processing Systems (NIPS) Foundation, December 2013.
    http://hal.inria.fr/hal-00903502
  • 13Z. Akata, F. Perronnin, Z. Harchaoui, C. Schmid.
    Label-Embedding for Attribute-Based Classification, in: CVPR 2013 - IEEE Computer Vision and Pattern Recognition, Portland, United States, IEEE, June 2013.
    http://hal.inria.fr/hal-00815747
  • 14K. Alahari, G. Seguin, J. Sivic, I. Laptev.
    Pose Estimation and Segmentation of People in 3D Movies, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, 2013.
    http://hal.inria.fr/hal-00874884
  • 15J. Almazan, A. Gordo, A. Fornés, E. Valveny.
    Handwritten Word Spotting with Corrected Attributes, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00906787
  • 16P. Bojanowski, F. Bach, I. Laptev, J. Ponce, C. Schmid, J. Sivic.
    Finding Actors and Actions in Movies, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, 2013.
    http://hal.inria.fr/hal-00904991
  • 17M. Cho, K. Alahari, J. Ponce.
    Learning Graphs to Match, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, 2013.
    http://hal.inria.fr/hal-00875105
  • 18R. G. Cinbis, J. Verbeek, C. Schmid.
    Segmentation Driven Object Detection with Fisher Vectors, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00873134
  • 19M. Douze, J. Revaud, C. Schmid, H. Jégou.
    Stable hyper-pooling and query expansion for event detection, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, October 2013.
    http://hal.inria.fr/hal-00872751
  • 20A. Gamal Eldin, G. Charpiat, X. Descombes, J. Zerubia.
    An efficient optimizer for simple point process models, in: SPIE, Computational Imaging XI, Burlingame, California, United States, C. A. Bouman, I. Pollak, P. J. Wolfe (editors), SPIE Proceedings, SPIE, February 2013, vol. 8657. [ DOI : 10.1117/12.2009238 ]
    http://hal.inria.fr/hal-00801448
  • 21A. Gandhi, K. Alahari, C. V. Jawahar.
    Decomposing Bag of Words Histograms, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, 2013.
    http://hal.inria.fr/hal-00874895
  • 22H. Jhuang, J. Gall, S. Zuffi, C. Schmid, M. J. Black.
    Towards understanding action recognition, in: ICCV 2013 - IEEE Intenational Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00906902
  • 23J. Mairal.
    Optimization with First-Order Surrogate Functions, in: ICML 2013 - International Conference on Machine Learning, Atlanta, United States, JMLR Proceedings, June 2013, vol. 28, pp. 783-791.
    http://hal.inria.fr/hal-00822229
  • 24J. Mairal.
    Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization, in: NIPS - Advances in Neural Information Processing Systems, South Lake Tahoe, United States, December 2013, vol. 27.
    http://hal.inria.fr/hal-00835840
  • 25A. Mishra, K. Alahari, C. V. Jawahar.
    Image Retrieval using Textual Cues, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, 2013.
    http://hal.inria.fr/hal-00875100
  • 26A. Nelakanti, C. Archambeau, J. Mairal, F. Bach, G. Bouchard.
    Structured Penalties for Log-linear Language Models, in: EMNLP - Empirical Methods in Natural Language Processing - 2013, Seattle, United States, Association for Computational Linguistics, October 2013, pp. 233-243.
    http://hal.inria.fr/hal-00904820
  • 27D. Oneata, J. Verbeek, C. Schmid.
    Action and Event Recognition with Fisher Vectors on a Compact Feature Set, in: ICCV 2013 - IEEE Intenational Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00873662
  • 28J. Revaud, M. Douze, C. Schmid, H. Jégou.
    Event retrieval in large video collections with circulant temporal encoding, in: CVPR 2013 - International Conference on Computer Vision and Pattern Recognition, Portland, United States, IEEE, March 2013.
    http://hal.inria.fr/hal-00801714
  • 29G. Sharma, F. Jurie, C. Schmid.
    Expanded Parts Model for Human Attribute and Action Recognition in Still Images, in: CVPR 2013 - International Conference on Computer Vision and Pattern Recognition, Portland, Oregon, United States, IEEE, April 2013, pp. 652-659. [ DOI : 10.1109/CVPR.2013.90 ]
    http://hal.inria.fr/hal-00816144
  • 30H. Wang, C. Schmid.
    Action Recognition with Improved Trajectories, in: ICCV 2013 - IEEE International Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00873267
  • 31P. Weinzaepfel, J. Revaud, Z. Harchaoui, C. Schmid.
    DeepFlow: Large displacement optical flow with deep matching, in: ICCV 2013 - IEEE Intenational Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00873592
  • 32S. Zuffi, J. Romero, C. Schmid, M. J. Black.
    Estimating Human Pose with Flowing Puppets, in: ICCV 2013 - IEEE Intenational Conference on Computer Vision, Sydney, Australia, IEEE, December 2013.
    http://hal.inria.fr/hal-00906800

Internal Reports

  • 33P. Koniusz, F. Yan, P.-H. Gosselin, K. Mikolajczyk.
    Higher-order Occurrence Pooling on Mid- and Low-level Features: Visual Concept Detection, September 2013, 20 p.
    http://hal.inria.fr/hal-00922524
  • 34J. Sanchez, F. Perronnin, T. Mensink, J. Verbeek.
    Image Classification with the Fisher Vector: Theory and Practice, Inria, May 2013, no RR-8209.
    http://hal.inria.fr/hal-00779493

Other Publications

  • 35R. Aly, R. Arandjelovic, K. Chatfield, M. Douze, B. Fernando, Z. Harchaoui, K. Mcguiness, N. O'Connor, D. Oneata, O. Parkhi, D. Potapov, J. Revaud, C. Schmid, J.-L. Schwenninger, D. Scott, T. Tuytelaars, J. Verbeek, H. Wang, A. Zisserman.
    The AXES submissions at TrecVid 2013, November 2013, TRECVID Workshop, Gaithersburg, United States.
    http://hal.inria.fr/hal-00904404
  • 36E. Bernard, L. Jacob, J. Mairal, J.-P. Vert.
    Efficient RNA Isoform Identification and Quantification from RNA-Seq Data with Network Flows, September 2013.
    http://hal.inria.fr/hal-00803134
  • 37F. Enikeeva, Z. Harchaoui.
    High-dimensional change-point detection with sparse alternatives, 2013.
    http://hal.inria.fr/hal-00933185

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