Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1A. Iscen.
  Continuous memories for representing sets of vectors and image collections, Université Rennes 1, September 2017.
  https://tel.archives-ouvertes.fr/tel-01661318
• 2A. Iscen.
  Continuous memories for representing sets of vectors and image collections, Université Rennes 1, September 2017.
  https://tel.archives-ouvertes.fr/tel-01661319
• 3V. Vukotic.
  Deep neural architectures for automatic representation learning from multimedia multimodal data, INSA Rennes, September 2017.
  https://hal.inria.fr/tel-01629669
• 4V. Vukotic.
  Deep Neural Architectures for Automatic Representation Learning from Multimedia Multimodal Data, INSA de Rennes, September 2017.
  https://tel.archives-ouvertes.fr/tel-01662594

Articles in International Peer-Reviewed Journals

• 5L. Amsaleg, V. Claveau.
  Notes about the Computational Journalism workshop 2017, in: Recherche d’Information, Document et Web Sémantique, August 2017, vol. 1, n^o 1, 6 p.
  https://hal.archives-ouvertes.fr/hal-01643444
• 6A. Iscen, T. Furon, V. Gripon, M. RABBAT, H. Jégou.
  Memory vectors for similarity search in high-dimensional spaces, in: IEEE Transactions on Big Data, 2017. [ DOI : 10.1109/TBDATA.2017.2677964 ]
  https://hal.inria.fr/hal-01481220
• 7M. Larson, M. Soleymani, G. Gravier, B. Ionescu, G. J. F. Jones.
  The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016, in: IEEE MultiMedia, January 2017, vol. 24, n^o 1, pp. 93 - 96. [ DOI : 10.1109/MMUL.2017.9 ]
  https://hal.archives-ouvertes.fr/hal-01635965
• 8C. Maigrot, S. Bringay, J. Azé.
  Concept drift vs suicide: How one can help prevent the other?, in: International Journal of Computational Linguistics and Applications, October 2017, vol. 8, n^o 1.
  https://hal.archives-ouvertes.fr/hal-01617870
• 9B. Qu, F. Vallet, J. Carrive, G. Gravier.
  Content-based unsupervised segmentation of recurrent TV programs using grammatical inference, in: Multimedia Tools and Applications, 2017. [ DOI : 10.1007/s11042-017-4816-5 ]
  https://hal.archives-ouvertes.fr/hal-01522688
• 10G. Sargent, F. Bimbot, E. Vincent.
  Estimating the structural segmentation of popular music pieces under regularity constraints, in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017.
  https://hal.inria.fr/hal-01403210

Articles in Non Peer-Reviewed Journals

• 11Y. KOMPATSIARIS, G. Gravier.
  Special Issue on Content Based Multimedia Indexing, in: Multimedia Tools and Applications, 2017. [ DOI : 10.1007/s11042-017-5106-y ]
  https://hal.archives-ouvertes.fr/hal-01578925

International Conferences with Proceedings

• 13L. Amsaleg, J. E. Bailey, D. Barbe, S. Erfani, M. E. Houle, V. Nguyen, M. Radovanovic.
  The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality, in: WIFS 2017 - 9th IEEE International Workshop on Information Forensics and Security, Rennes, France, Proceedings of the 9th IEEE Workshop on Information Forensics and Security, December 2017.
  https://hal.archives-ouvertes.fr/hal-01599355
• 14A.-M. A. Awal, N. Ghanmi, R. Sicre, T. Furon.
  Complex Document Classification and Localization Application on Identity Document Images, in: ICDAR 2017 - The 14th IAPR International Conference on Document Analysis and Recognition, Kyoto, Japan, November 2017, pp. 1-6.
  https://hal.inria.fr/hal-01660504
• 15R. Bois, G. Gravier, E. Jamet, E. Morin, M. Robert, P. Sébillot.
  Linking multimedia content for efficient news browsing, in: ICMR'17 - ACM International Conference on Multimedia Retrieval, Bucharest, Romania, June 2017.
  https://hal.archives-ouvertes.fr/hal-01522413
• 16R. Bois, G. Gravier, E. Jamet, M. Robert, E. Morin, P. Sébillot.
  Language-based Construction of Explorable News Graphs for Journalists, in: Empirical Methods in Natural Language Processing - Workshop on Natural Language Processing meets Journalism, Copenhague, Denmark, 2017.
  https://hal.archives-ouvertes.fr/hal-01578932
• 17R. Bois, V. Vukotic, A.-R. Simon, R. Sicre, C. Raymond, P. Sébillot, G. Gravier.
  Exploiting Multimodality in Video Hyperlinking to Improve Target Diversity, in: MMM2017 - International Conference on Multimedia Modeling, Reykyavik, Iceland, L. Amsaleg, G. Þ. Guðmundsson, C. Gurrin, S. Satoh (editors), Lecture Notes in Computer Science, Springer, January 2017, vol. 10133. [ DOI : 10.1007/978-3-319-51814-5_16 ]
  https://hal.archives-ouvertes.fr/hal-01498130
• 18V. Claveau.
  Clustering multi-relationnal TV data by diverting supervised ILP, in: ILP 2017 - 27th International Conference on Inductive Logic Programming, Orléans, France, Proceedings of the 27th International Conference on Inductive Logic Programming, September 2017, pp. 1-6.
  https://hal.archives-ouvertes.fr/hal-01643977
• 19V. Claveau, E. Kijak.
  Strategies to select examples for Active Learning with Conditional Random Fields, in: CICLing 2017 - 18th International Conference on Computational Linguistics and Intelligent Text Processing, Budapest, Hungary, April 2017, pp. 1-14.
  https://hal.archives-ouvertes.fr/hal-01621338
• 20V. Claveau, L. E. S. Oliveira, G. Bouzillé, M. Cuggia, C. M. Cabral Moro, N. Grabar.
  Numerical eligibility criteria in clinical protocols: annotation, automatic detection and interpretation, in: AIME 2017 - 16th Conference in Artificial Intelligence in Medecine, Vienne, Austria, LNCS, Springer, June 2017, vol. 10259, pp. 203-208. [ DOI : 10.1007/978-3-319-59758-4_22 ]
  https://hal.archives-ouvertes.fr/hal-01618930
• 21M. Dinarelli, V. Vukotic, C. Raymond.
  Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding, in: Interspeech, Stockholm, Sweden, August 2017.
  https://hal.inria.fr/hal-01553830
• 22G. B. d. Fonseca, G. Sargent, I. L. Freire, R. Sicre, Z. J. Patrocinio, G. Gravier, S. J. F. Guimarães.
  Tag Propagation Approaches within Speaking Face Graphs for Multimodal Person Discovery, in: International workshop on Content-Based Multimedia Indexing (CBMI), Firenze, Italy, Proceedings of the 15th international workshop on Content-Based Multimedia Indexing, June 2017.
  https://hal.archives-ouvertes.fr/hal-01551648
• 23T. Furon.
  About zero bit watermarking error exponents, in: ICASSP2017 - IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, United States, IEEE, March 2017.
  https://hal.inria.fr/hal-01512705
• 24G. Þ. Guðmundsson, L. Amsaleg, B. Þ. Jónsson, M. J. Franklin.
  Towards Engineering aWeb-Scale Multimedia Service: A Case Study Using Spark, in: Multimedia Systems Conference, Taipei, Taiwan, MMSys'17 Proceedings of the 8th ACM on Multimedia Systems Conference, acm, June 2017. [ DOI : 10.1145/3083187.3083200 ]
  https://hal.archives-ouvertes.fr/hal-01565196
• 25A. Iscen, G. Tolias, Y. Avrithis, T. Furon, O. Chum.
  Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations, in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, United States, July 2017.
  https://hal.inria.fr/hal-01505470
• 26A. Iscen, G. Tolias, Y. Avrithis, T. Furon, O. Chum.
  Panorama to panorama matching for location recognition, in: ACM International Conference on Multimedia Retrieval (ICMR) 2017, Bucharest, Romania, June 2017. [ DOI : 10.1145/3078971.3079033 ]
  https://hal.inria.fr/hal-01511793
• 27N. Le, H. Bredin, G. Sargent, M. India, P. Lopez-Otero, C. Barras, C. Guinaudeau, G. Gravier, G. Barbosa Da Fonseca, I. Lyon Freire, Z. Patrocínio Jr, S. J. F. Guimarães, G. Martí, J. R. Morros, J. Hernando, L. Docio-Fernandez, C. Garcia-Mateo, S. Meignier, J.-M. Odobez.
  Towards large scale multimedia indexing: A case study on person discovery in broadcast news, in: Content-Based Multimedia Indexing CBMI, Firenze, Italy, Proceedings of the 15th international workshop on Content-Based Multimedia Indexing, June 2017. [ DOI : 10.1145/3095713.3095732 ]
  https://hal.archives-ouvertes.fr/hal-01551690
• 29C. Maigrot, E. Kijak, R. Sicre, V. Claveau.
  Tampering detection and localization in images from social networks: A CBIR approach, in: ICIAP 2017 - International Conference on Image Analysis and Processing, Catane, Italy, September 2017, pp. 1-11.
  https://hal.inria.fr/hal-01623105
• 30H. Pálmasson, B. Þ. Jónsson, L. Amsaleg, M. Schedl, P. Knees.
  On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique, in: 10th International Conference on Similarity Search and Applications, munich, Germany, 10th International Conference on Similarity Search and Applications, October 2017.
  https://hal.archives-ouvertes.fr/hal-01565217
• 31R. Qader, G. Lecorvé, D. Lolive, M. Tahon, P. Sébillot.
  Statistical Pronunciation Adaptation for Spontaneous Speech Synthesis, in: Text, Speech and Dialogue (TSD), Prague, Czech Republic, August 2017.
  https://hal.inria.fr/hal-01532035
• 32R. Sicre, Y. Avrithis, E. Kijak, F. Jurie.
  Unsupervised part learning for visual recognition, in: CVPR 2017 - IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, United States, July 2017, https://arxiv.org/abs/1704.03755.
  https://hal.archives-ouvertes.fr/hal-01507379
• 33R. Tavenard, S. Malinowski, L. Chapel, A. Bailly, H. Sanchez, B. Bustos.
  Efficient Temporal Kernels between Feature Sets for Time Series Classification, in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Skopje, Macedonia, September 2017.
  https://halshs.archives-ouvertes.fr/halshs-01561461
• 34V. Vukotic, S.-L. Pintea, C. Raymond, G. Gravier, J. C. Van Gemert.
  One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network, in: International Conference of Image Analysis and Processing (ICIAP), Catania, Italy, Proceedings of the 19th International Conference of Image Analysis and Processing, September 2017.
  https://hal.inria.fr/hal-01567742
• 35V. Vukotic, C. Raymond, G. Gravier.
  Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking, in: ACM International Conference on Multimedia Retrieval (ICMR) 2017, Bucharest, Romania, Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ACM, June 2017. [ DOI : 10.1145/3078971.3079038 ]
  https://hal.inria.fr/hal-01522419

National Conferences with Proceedings

• 36V. Claveau, C. Raymond.
  IRISA at DeFT2017 : classification systems of increasing complexity , in: DeFT 2017 - Défi Fouille de texte, Orléans, France, Actes de l'Atelier Défi Fouille de Texte, DeFT, June 2017, pp. 1-10.
  https://hal.archives-ouvertes.fr/hal-01643993
• 37C. Dalloux, V. Claveau, N. Grabar.
  Détection de la négation : corpus français et apprentissage supervisé, in: SIIM 2017 - Symposium sur l'Ingénierie de l'Information Médicale, Toulouse, France, November 2017, pp. 1-8.
  https://hal.archives-ouvertes.fr/hal-01659637
• 38C. Maigrot, V. Claveau, E. Kijak.
  Détection de fausses informations dans les réseaux sociaux : vers des approches multi-modales, in: Extraction et Gestion des Connaissances (EGC), Grenoble, France, January 2017.
  https://hal.inria.fr/hal-01548156
• 39C. Maigrot, E. Kijak, V. Claveau.
  Détection de fausses informations dans les réseaux sociaux : l'utilité des fusions de connaissances, in: COnférence Recherche d'Information et Applications, Marseille, France, Actes de la conférence CORIA 2017, March 2017, pp. 107-122. [ DOI : 10.24348/coria.2017.11 ]
  https://hal.archives-ouvertes.fr/hal-01617878

Conferences without Proceedings

• 41C. Dalloux.
  Identifying uncertainty and negation’s cues and scope : State of the art, in: RECITAL 2017 - 18ème Rencontre des Étudiants Chercheurs en Informatique en Traitement Automatique des Langues, Orléans, France, June 2017, pp. 1-14.
  https://hal.archives-ouvertes.fr/hal-01659646
• 42M. Demirdelen, M. Budnik, G. Sargent, R. Bois, G. Gravier.
  IRISA at TRECVid 2017: Beyond Crossmodal and Multimodal Models for Video Hyperlinking, in: Working Notes of the TRECVid 2017 Workshop, Gettysburg, United States, 2017.
  https://hal.archives-ouvertes.fr/hal-01643232
• 43N. Grabar, V. Claveau.
  Numerical criteria in clinical trials: annotating, detecting and normalizing, in: Actes de la conférence TALN 2017, Orléans, France, June 2017.
  https://hal.archives-ouvertes.fr/hal-01643969
• 44R. Sicre, A. Montaser Awal, T. Furon.
  Identity documents classification as an image classification problem, in: ICIAP 2017 - 19th International Conference on Image Analysis and Processing, Catania, Italy, ICIAP 2017: Image Analysis and Processing - ICIAP 2017, Springer, September 2017, pp. 602-613. [ DOI : 10.1007/978-3-319-68548-9_55 ]
  https://hal.archives-ouvertes.fr/hal-01660500
• 45R. Sicre, J. J. Rabin, Y. Avrithis, T. Furon, F. Jurie, E. Kijak.
  Automatic discovery of discriminative parts as a quadratic assignment problem, in: ICCV Workshops – CEFRL, Venise, Italy, October 2017.
  https://hal.archives-ouvertes.fr/hal-01623148

Books or Proceedings Editing

• 46L. Amsaleg, V. Claveau, X. Tannier (editors)
  Proceedings of the Computaional Journalism workshop 2017, January 2017.
  https://hal.archives-ouvertes.fr/hal-01643634
• 47L. Amsaleg, G. Þ. Guðmundsson, C. Gurrin, B. Þ. Jónsson, S. Satoh (editors)
  Proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, Reykjavik, Iceland, January 4-6, 2017, MultiMedia Modeling, Springer International Publishing, Reykjavík, Iceland, January 2017, vol. 10132, n^o 0302-9743. [ DOI : 10.1007/978-3-319-51811-4 ]
  https://hal.archives-ouvertes.fr/hal-01430555
• 48G. Gravier, B. Bishke, C.-H. Demarty, M. Zaharieva, M. A. Riegler, E. Dellandréa, D. Bogdanov, S. Richard, G. J. F. Jones, M. Larson (editors)
  Working Notes Proceedings of the MediaEval Workshop, November 2017.
  https://hal.archives-ouvertes.fr/hal-01643258

Internal Reports

• 49R. Sicre, A. M. Awal, T. Furon.
  Identity documents classification as an image classification problem, Inria Rennes - Bretagne Atlantique ; IRISA ; AriadNext, April 2017, n^o RT-0488.
  https://hal.inria.fr/hal-01503541

References in notes

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• 51C. A. Bhatt, M. S. Kankanhalli.
  Multimedia data mining: State of the art and challenges, in: Multimedia Tools and Applications, 2011, vol. 51, n^o 1, pp. 35–76.
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• 53M. Eskevich, G. J. F. Jones, S. Chen, R. Aly, R. Ordelman, D. Nadeem, C. Guinaudeau, G. Gravier, P. Sébillot, T. De Nies, P. Debevere, R. V. de Walle, P. Galušcková, P. Pecina, M. Larson.
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  ARGOS: Automatically extracting Repeating Objects from multimedia Streams, in: IEEE Trans. on Multimedia, Feb. 2006, vol. 8, n^o 1, pp. 115–129.
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• 56K. M. Pua, J. Gauch, S. E. Guch, J. Z. Miadowicz.
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• 58O. de Rooij, M. Worring.
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