Project-Team Lear
Members
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
XML PDF e-pub
PDF e-Pub

previous Previous | up Home

Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 3Z. Akata, F. Perronnin, Z. Harchaoui, C. Schmid.
    Label-Embedding for Image Classification, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2015, Accepted, 29.09.2015.
    https://hal.inria.fr/hal-01207145
  • 4E. Bernard, L. Jacob, J. Mairal, E. Viara, J.-P. Vert.
    A convex formulation for joint RNA isoform detection and quantification from multiple RNA-seq samples, in: BMC Bioinformatics, 2015, vol. 16, no 1, 262 p. [ DOI : 10.1186/s12859-015-0695-9 ]
    https://hal-mines-paristech.archives-ouvertes.fr/hal-01123141
  • 5R. G. Cinbis, J. Verbeek, C. Schmid.
    Approximate Fisher Kernels of non-iid Image Models for Image Categorization, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015. [ DOI : 10.1109/TPAMI.2015.2484342 ]
    https://hal.inria.fr/hal-01211201
  • 6M. Douze, J. Revaud, J. Verbeek, H. Jégou, C. Schmid.
    Circulant temporal encoding for video retrieval and temporal alignment, in: International Journal of Computer Vision, 2016.
    https://hal.inria.fr/hal-01162603
  • 7J. Mairal.
    Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning, in: SIAM Journal on Optimization, April 2015, vol. 25, no 2, pp. 829–855. [ DOI : 10.1137/140957639 ]
    https://hal.inria.fr/hal-00948338
  • 8G. 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, August 2015, vol. 37, no 8, pp. 1643 - 1655. [ DOI : 10.1109/TPAMI.2014.2369050 ]
    https://hal.inria.fr/hal-01089660
  • 9H. Wang, D. Oneata, J. Verbeek, C. Schmid.
    A robust and efficient video representation for action recognition, in: International Journal of Computer Vision, July 2015, pp. 1–20. [ DOI : 10.1007/s11263-015-0846-5 ]
    https://hal.inria.fr/hal-01145834

International Conferences with Proceedings

  • 10P. Bojanowski, R. Lajugie, E. Grave, F. Bach, I. Laptev, J. Ponce, C. Schmid.
    Weakly-Supervised Alignment of Video With Text, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01154523
  • 11M. Cho, S. Kwak, C. Schmid, J. Ponce.
    Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals, in: CVPR 2015 - IEEE Conference on Computer Vision & Pattern Recognition, Boston, United States, June 2015.
    https://hal.inria.fr/hal-01110036
  • 12G. Chéron, I. Laptev, C. Schmid.
    P-CNN: Pose-based CNN Features for Action Recognition, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01187690
  • 13Z. Harchaoui, A. Juditsky, A. Nemirovski, D. Ostrovsky.
    Adaptive Recovery of Signals by Convex Optimization, in: JMLR Workshop and Conference Proceedings, Paris, France, July 2015, vol. Proceedings of The 28th Conference on Learning Theory, no 40.
    https://hal.inria.fr/hal-01250215
  • 14Y. Hua, K. Alahari, C. Schmid.
    Online Object Tracking with Proposal Selection, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, IEEE, December 2015.
    https://hal.inria.fr/hal-01207196
  • 15S. Kwak, M. Cho, I. Laptev, J. Ponce, C. Schmid.
    Unsupervised Object Discovery and Tracking in Video Collections, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.archives-ouvertes.fr/hal-01153017
  • 16H. Lin, J. Mairal, Z. Harchaoui.
    A Universal Catalyst for First-Order Optimization, in: Advances in Neural Information Processing Systems (NIPS), Montreal, France, December 2015, main paper (9 pages) + appendix (21 pages).
    https://hal.inria.fr/hal-01160728
  • 17M. Paulin, M. Douze, Z. Harchaoui, J. Mairal, F. Perronnin, C. Schmid.
    Local Convolutional Features with Unsupervised Training for Image Retrieval, in: IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01207966
  • 18J. Revaud, P. Weinzaepfel, Z. Harchaoui, C. Schmid.
    EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow, in: CVPR 2015 - IEEE Conference on Computer Vision & Pattern Recognition, Boston, United States, June 2015.
    https://hal.inria.fr/hal-01142656
  • 19G. Rogez, J. S. Supancic, D. Ramanan.
    Understanding Everyday Hands in Action from RGB-D Images, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01237011
  • 20S. Saxena, J. Verbeek.
    Coordinated Local Metric Learning, in: ICCV ChaLearn Looking at People workshop, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01215272
  • 21J. S. Supancic, G. Rogez, Y. Yang, J. Shotton, D. Ramanan.
    Depth-based hand pose estimation: data, methods, and challenges, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01237023
  • 22P. Weinzaepfel, Z. Harchaoui, C. Schmid.
    Learning to track for spatio-temporal action localization, in: ICCV 2015 - IEEE International Conference on Computer Vision, Santiago, Chile, December 2015.
    https://hal.inria.fr/hal-01159941
  • 23P. Weinzaepfel, J. Revaud, Z. Harchaoui, C. Schmid.
    Learning to Detect Motion Boundaries, in: CVPR 2015 - IEEE Conference on Computer Vision & Pattern Recognition, Boston, United States, June 2015.
    https://hal.inria.fr/hal-01142653
  • 24V. Zadrija, J. Krapac, J. Verbeek, S. Šegvić.
    Patch-level spatial layout for classification and weakly supervised localization, in: German Conference on Pattern Recognition, Aachen, Germany, October 2015.
    https://hal.inria.fr/hal-01186677

Internal Reports

  • 25G. Sharma, F. Jurie, C. Schmid.
    Expanded Parts Model for Semantic Description of Humans in Still Images, Max-Planck Institute for Informatics ; GREYC CNRS UMR 6072, Universite de Caen ; Inria Grenoble - Rhône-Alpes, September 2015.
    https://hal.inria.fr/hal-01199160

Other Publications

  • 26R. G. Cinbis, J. Verbeek, C. Schmid.
    Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning, September 2015, working paper or preprint.
    https://hal.inria.fr/hal-01123482
  • 27B. Ham, M. Cho, C. Schmid, J. Ponce.
    Proposal Flow, December 2015, working paper or preprint.
    https://hal.archives-ouvertes.fr/hal-01240281
  • 28N. He, Z. Harchaoui.
    Semi-proximal Mirror-Prox for Nonsmooth Composite Minimization, June 2015, working paper or preprint.
    https://hal.inria.fr/hal-01171567
  • 29X. Peng, C. Schmid.
    Encoding Feature Maps of CNNs for Action Recognition, 2015, CVPR'15 International Workshop and Competition on Action Recognition with a Large Number of Classes.
    https://hal.inria.fr/hal-01236843
  • 30D. Potapov, M. Douze, J. Revaud, Z. Harchaoui, C. Schmid.
    Beat-Event Detection in Action Movie Franchises, August 2015, working paper or preprint.
    https://hal.inria.fr/hal-01183588
  • 31J. Revaud, P. Weinzaepfel, Z. Harchaoui, C. Schmid.
    DeepMatching: Hierarchical Deformable Dense Matching, October 2015, working paper or preprint.
    https://hal.inria.fr/hal-01148432
  • 32J. Revaud, P. Weinzaepfel, Z. Harchaoui, C. Schmid.
    EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow, April 2015, working paper or preprint.
    https://hal.inria.fr/hal-01097477
  • 33G. Varol, I. Laptev, C. Schmid.
    Long-term Temporal Convolutions for Action Recognition, December 2015, working paper or preprint.
    https://hal.inria.fr/hal-01241518

previous Previous | up Home