Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]
T. Furon.
Binary Tardos Codes and Zero-bit Watermarking, Université de Rennes 1, October 2018, Habilitation à diriger des recherches.
https://hal.inria.fr/tel-01932766

Articles in International Peer-Reviewed Journals

[2]
L. Amsaleg, O. Chelly, T. Furon, S. Girard, M. E. Houle, K.-I. Kawarabayashi, M. Nett.
Extreme-value-theoretic estimation of local intrinsic dimensionality, in: Data Mining and Knowledge Discovery, November 2018, vol. 32, no 6, pp. 1768–1805. [ DOI : 10.1007/s10618-018-0578-6 ]
https://hal.archives-ouvertes.fr/hal-01864580
[3]
L. Amsaleg, G. T. Gudmundsson, B. Þ. Jónsson, M. J. Franklin.
Prototyping a Web-Scale Multimedia Retrieval Service Using Spark, in: ACM Transactions on Multimedia Computing, Communications and Applications, July 2018, vol. 14, no 3s, pp. 1 - 24. [ DOI : 10.1145/3209662 ]
https://hal.archives-ouvertes.fr/hal-01853379
[4]
P. Bosilj, E. Kijak, S. Lefèvre.
Partition and Inclusion Hierarchies of Images: A Comprehensive Survey, in: Journal of Imaging, February 2018, vol. 4, no 2, pp. 1-31. [ DOI : 10.3390/jimaging4020033 ]
https://hal.archives-ouvertes.fr/hal-01848445
[5]
A. Gerevini, A. Lavelli, A. Maffi, R. Maroldi, A.-L. Minard, I. Serina, G. Squassina.
Automatic classification of radiological reports for clinical care, in: Artificial Intelligence in Medicine, June 2018, pp. 1-10. [ DOI : 10.1016/j.artmed.2018.05.006 ]
https://hal.archives-ouvertes.fr/hal-01844840
[6]
C. Huertas, R. Juárez-Ramírez, C. Raymond.
Heat Map based Feature Ranker: In Depth Comparison with Popular Methods, in: Intelligent Data Analysis, 2018, vol. 22, no 5, pp. 1009-1037. [ DOI : 10.3233/IDA-173481 ]
https://hal.inria.fr/hal-01848544
[7]
N. Papanelopoulos, Y. Avrithis, S. Kollias.
Revisiting the medial axis for planar shape decomposition, in: Computer Vision and Image Understanding, November 2018, pp. 1-20. [ DOI : 10.1016/j.cviu.2018.10.007 ]
https://hal.inria.fr/hal-01930939
[8]
V. Vukotić, C. Raymond, G. Gravier.
A Crossmodal Approach to Multimodal Fusion in Video Hyperlinking, in: IEEE MultiMedia, 2018, vol. 25, no 2, pp. 11-23. [ DOI : 10.1109/MMUL.2018.023121161 ]
https://hal.inria.fr/hal-01848539

Articles in National Peer-Reviewed Journals

[9]
C. Maigrot, E. Kijak, V. Claveau.
Fusion par apprentissage pour la détection de fausses informations dans les réseaux sociaux, in: Revue des Sciences et Technologies de l'Information - Série Document Numérique, 2018, pp. 1-26. [ DOI : 10.3166/DN.1.2-3.1-26 ]
https://hal.inria.fr/hal-01843607

International Conferences with Proceedings

[10]
L. Amsaleg, B. Þ. Jónsson, H. Lejsek.
Scalability of the NV-tree: Three Experiments, in: SISAP 2018 - 11th International Conference on Similarity Search and Applications, Lima, Peru, October 2018, pp. 1-14.
https://hal.inria.fr/hal-01843046
[11]
F. Béchet, C. Raymond.
Is ATIS too shallow to go deeper for benchmarking Spoken Language Understanding models?, in: InterSpeech 2018, Hyderabad, India, September 2018, pp. 1-5.
https://hal.inria.fr/hal-01835425
[12]
R. Carlini Sperandio, S. Malinowski, L. Amsaleg, R. Tavenard.
Time Series Retrieval using DTW-Preserving Shapelets, in: SISAP 2018 – 11th International Conference on Similarity Search and Applications, Lima, Peru, Springer, October 2018, pp. 257-270. [ DOI : 10.1007/978-3-030-02224-2_20 ]
https://hal.inria.fr/hal-01841995
[13]
V. Claveau.
Indiscriminateness in representation spaces of terms and documents, in: ECIR 2018 - 40th European Conference in Information Retrieval, Grenoble, France, LNCS, Springer, March 2018, vol. 10772, pp. 251-262. [ DOI : 10.1007/978-3-319-76941-7_19 ]
https://hal.archives-ouvertes.fr/hal-01859568
[14]
N. Grabar, V. Claveau, C. Dalloux.
CAS: French Corpus with Clinical Cases, in: LOUHI 2018 - The Ninth International Workshop on Health Text Mining and Information Analysis, Bruxelles, France, Ninth International Workshop on Health Text Mining and Information Analysis (LOUHI) Proceedings of the Workshop, October 2018, pp. 1-7.
https://hal.archives-ouvertes.fr/hal-01937096
[15]
A. Iscen, Y. Avrithis, G. Tolias, T. Furon, O. Chum.
Fast Spectral Ranking for Similarity Search, in: CVPR 2018 - IEEE Computer Vision and Pattern Recognition Conference, Salt Lake City, United States, IEEE, June 2018, pp. 1-10.
https://hal.inria.fr/hal-01839744
[16]
A. Iscen, Y. Avrithis, G. Tolias, T. Furon, O. Chum.
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking, in: ACCV 2018 - Asian Conference on Computer Vision, Perth, Australia, December 2018, pp. 1-16.
https://hal.inria.fr/hal-01909348
[17]
A. Iscen, G. Tolias, Y. Avrithis, O. Chum.
Mining on Manifolds: Metric Learning without Labels, in: CVPR 2018 - IEEE Computer Vision and Pattern Recognition Conference, Salt Lake City, United States, IEEE, June 2018, pp. 1-10.
https://hal.inria.fr/hal-01843085
[18]
S. Jannik, A.-L. Minard, L. Lange, M. Speranza, B. Magnini.
KRAUTS: A German Temporally Annotated News Corpus, in: LREC 2018 - 11th International Conference on Language Resources and Evaluation, Miyazaki, Japan, May 2018.
https://hal.archives-ouvertes.fr/hal-01844834
[19]
M. Laroze, R. Dambreville, C. Friguet, E. Kijak, S. Lefèvre.
Active Learning to Assist Annotation of Aerial Images in Environmental Surveys, in: CBMI 2018 - International Conference on Content-Based Multimedia Indexing, La Rochelle, France, 2018 International Conference on Content-Based Multimedia Indexing (CBMI), September 2018, pp. 1-6.
https://hal.archives-ouvertes.fr/hal-01845487
[20]
H. Lejsek, F. H. Ásmundsson, B. Þ. Jónsson, L. Amsaleg.
Transactional Support for Visual Instance Search, in: SISAP 2018 - 11th International Conference on Similarity Search and Applications, Lima, Peru, October 2018, pp. 1-14.
https://hal.inria.fr/hal-01843043
[21]
C. Leverger, V. Lemaire, S. Malinowski, T. Guyet, L. Rozé.
Day-ahead time series forecasting: application to capacity planning, in: AALTD'18 at ECML 2018, Dublin, Ireland, September 2018, https://arxiv.org/abs/1811.02215.
https://hal.inria.fr/hal-01912002
[22]
C. Maigrot, V. Claveau, E. Kijak.
Fusion-based multimodal detection of hoaxes in social networks, in: WI 2018 - Web Intelligence Chile IEEE/WIC/ACM International Conference on Web Intelligence, Santiago, Chile, Proceedings of WI 2018 - IEEE/WIC/ACM International Conference on Web Intelligence, December 2018, pp. 1-8.
https://hal.archives-ouvertes.fr/hal-01936720
[23]
C. Maigrot, E. Kijak, V. Claveau.
Context-aware forgery localization in social-media images: a feature-based approach evaluation, in: ICIP 2018 - IEEE International Conference of Image Processing, Athènes, Greece, IEEE, October 2018, pp. 545-549. [ DOI : 10.1109/ICIP.2018.8451726 ]
https://hal.inria.fr/hal-01843611
[24]
A.-L. Minard, C. Raymond, V. Claveau.
IRISA at SMM4H 2018: Neural Network and Bagging for Tweet Classification, in: SMM4H 2018 - Social Media Mining for Health Applications, Workshop of EMNLP, Brussels, Belgium, Proceedings of the Social Media Mining for Health Applications Workshop, associated with EMNLP 2018, October 2018, pp. 1-2.
https://hal.archives-ouvertes.fr/hal-01937019
[25]
A. Perquin, G. Lecorvé, D. Lolive, L. Amsaleg.
Phone-Level Embeddings for Unit Selection Speech Synthesis, in: SLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Mons, Belgium, Springer, October 2018, pp. 21-31. [ DOI : 10.1007/978-3-030-00810-9_3 ]
https://hal.archives-ouvertes.fr/hal-01840812
[26]
R. Qader, G. Lecorvé, D. Lolive, P. Sébillot.
Disfluency Insertion for Spontaneous TTS: Formalization and Proof of Concept, in: SLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Mons, Belgium, Springer, October 2018, pp. 1-12. [ DOI : 10.1007/978-3-030-00810-9_4 ]
https://hal.inria.fr/hal-01840798
[27]
F. Radenović, A. Iscen, G. Tolias, Y. Avrithis, O. Chum.
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking, in: CVPR 2018 - IEEE Computer Vision and Pattern Recognition Conference, Salt Lake City, United States, IEEE, June 2018, pp. 1-10, https://arxiv.org/abs/1803.11285.
https://hal.inria.fr/hal-01843075
[28]
O. Siméoni, A. Iscen, G. Tolias, Y. Avrithis, O. Chum.
Unsupervised Object Discovery for Instance Recognition, in: WACV 2018 - IEEE Winter Conference on Applications of Computer Vision, Lake Tahoe, United States, IEEE, March 2018, pp. 1-10. [ DOI : 10.1109/WACV.2018.00194 ]
https://hal.inria.fr/hal-01842143
[29]
V. Vukotić, V. Chappelier, T. Furon.
Are Deep Neural Networks good for blind image watermarking?, in: WIFS 2018 - International Workshop on Information Forensics and Security, Hong-Kong, China, December 2018, pp. 1-7.
https://hal.inria.fr/hal-01936750
[30]
N. Zerari, S. Abdelhamid, H. Bouzgou, C. Raymond.
Bi-directional Recurrent End-to-End Neural Network Classifier for Spoken Arab Digit Recognition, in: ICNSLP 2018 - 2nd International Conference on Natural Language and Speech Processing, Algier, Algeria, IEEE, April 2018, pp. 1-6. [ DOI : 10.1109/ICNLSP.2018.8374374 ]
https://hal.inria.fr/hal-01835440
[31]
L. Zhang, M. Shi, Q. Chen.
Crowd Counting via Scale-Adaptive Convolutional Neural Network, in: WACV 2018 - IEEE Winter Conference on Applications of Computer Vision, Lake Tahoe, United States, IEEE, March 2018, pp. 1-9. [ DOI : 10.1109/WACV.2018.00127 ]
https://hal.inria.fr/hal-01830946

National Conferences with Proceedings

[32]
C. Leverger, R. Marguerie, V. Lemaire, T. Guyet, S. Malinowski.
PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire, in: EGC 2018 - Conférence Extraction et Gestion des Connaissances, Paris, France, vol. RNTI, January 2018, vol. E, no 34, pp. pp.455-458.
https://hal.inria.fr/hal-01911243
[33]
A.-L. Minard, C. Raymond, V. Claveau.
Participation de l’IRISA à DeFT 2018 : classification et annotation d’opinion dans des tweets, in: DEFT 2018 - Défi Fouille de Textes, Rennes, France, ateliers DEFT 2018, May 2018, pp. 1-13.
https://hal.archives-ouvertes.fr/hal-01844261
[34]
P. Paroubek, C. Grouin, P. Bellot, V. Claveau, I. Eshkol-Taravella, A. Fraisse, A. Jackiewicz, J. Karoui, L. Monceaux, J.-M. Torres-Moreno.
DEFT2018 : recherche d’information et analyse de sentiments dans des tweets concernant les transports en Île de France, in: DEFT 2018 - 14ème atelier Défi Fouille de Texte, Rennes, France, Actes de la conférence Traitement Automatique des Langues, TALN 2018, May 2018, vol. 2, pp. 1-11.
https://hal.archives-ouvertes.fr/hal-01839407

Conferences without Proceedings

[35]
M. Budnik, M. Demirdelen, G. Gravier.
A study on multimodal video hyperlinking with visual aggregation, in: ICME 2018 - IEEE International Conference on Multimedia and Expo, San Diego, United States, IEEE, July 2018, pp. 1-6. [ DOI : 10.1109/ICME.2018.8486549 ]
https://hal.archives-ouvertes.fr/hal-01862199
[36]
M. Laroze, R. Dambreville, C. Friguet, E. Kijak, S. Lefèvre.
Apprentissage actif pour l'annotation d'images aériennes appliqué aux suivis environnementaux, in: RFIAP 2018 - Reconnaissance des Formes, Image, Apprentissage et Perception, Marne-la-Vallée, France, June 2018, pp. 1-3.
https://hal.archives-ouvertes.fr/hal-01828591

Scientific Books (or Scientific Book chapters)

[37]
J.-L. Minel, E. Morin, P. Sébillot, I. Tellier.
Varia - Préface, in: Varia - Traitement Automatique des Langues, ATALA, April 2018, vol. 58, no 1, pp. 7-11.
https://hal.archives-ouvertes.fr/hal-01789046

Books or Proceedings Editing

[38]
V. Claveau, P. Sébillot (editors)
Actes de la conférence Traitement Automatique de la Langue Naturelle, TALN 2018 : Volume 1 : Articles longs, articles courts de TALN, May 2018.
https://hal.archives-ouvertes.fr/hal-01843560
[39]
A.-L. Ligozat, P. Cellier, A.-L. Minard, V. Claveau, C. Grouin, P. Paroubek (editors)
Actes de la conférence Traitement Automatique de la Langue Naturelle, TALN 2018 : Volume 2 : Démonstrations, articles des Rencontres Jeunes Chercheurs, ateliers DeFT, May 2018.
https://hal.archives-ouvertes.fr/hal-01843585

Internal Reports

[40]
T. Furon.
The illusion of group testing, Inria Rennes Bretagne Atlantique, March 2018, no RR-9164, pp. 1-19.
https://hal.inria.fr/hal-01744252
[41]
A. Iscen, Y. Avrithis, G. Tolias, T. Furon, O. Chum.
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking, Inria Rennes - Bretagne Atlantique, July 2018, pp. 1-16.
https://hal.inria.fr/hal-01846002
[42]
M. Shi, Z. Yang, C. Xu, Q. Chen.
Revisiting Perspective Information for Efficient Crowd Counting, Inria Rennes - Bretagne Atlantique, December 2018, pp. 1-10.
https://hal.inria.fr/hal-01831109

Other Publications

[43]
C. Dalloux, N. Grabar, V. Claveau, C. Moro.
Portée de la négation : détection par apprentissage supervisé en français et portugais brésilien, Actes de la conférence TALN 2018 - Traitement Automatique de la Langue Naturelle, May 2018, vol. 1, TALN 2018 - 25e conférence sur le Traitement Automatique des Langues Naturelles, Poster.
https://hal.archives-ouvertes.fr/hal-01937100
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O. Chum, J. Matas.
Large-Scale Discovery of Spatially Related Images, in: Pattern Analysis and Machine Intelligence, 2010, vol. 32, no 2, pp. 371-377.
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Multimedia Information Seeking through Search And Hyperlinking, in: Intl. Conf. on Multimedia Retrieval, 2013.
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C. Herley.
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C. G. M. Snoek, M. Worring.
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O. de Rooij, M. Worring.
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