Hichem Sahbi

2026

Calibrate and Aggregate: Cross-Modal Retrieval with Distribution Alignment and Token Reduction.

Ziyi Wu|Jiahao Li|Mingyuan Jiu|Hongru Zhao|Hichem Sahbi|Mingliang Xu

Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026

2024

Deep multiple aggregation networks for action recognition.

Ahmed Mazari|Hichem Sahbi

International Journal of Multimedia Information Retrieval (IJMIR) 2024 Volume 13 Issue 1

2016

CNRS TELECOM ParisTech at ImageCLEF 2016 Scalable Concept Image Annotation Task: Overcoming the Scarcity of Training Data.

Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016.

2015

ImageCLEF annotation with explicit context-aware kernel maps.

International Journal of Multimedia Information Retrieval (IJMIR) 2015 Volume 4 Issue 2

CNRS TELECOM ParisTech at ImageCLEF 2015 Scalable Concept Image Annotation Task: Concept Detection with Blind Localization Proposals.

Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015.

2013

CNRS - TELECOM ParisTech at ImageCLEF 2013 Scalable Concept Image Annotation Task: Winning Annotations with Context Dependent SVMs.

Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013.

Spacious: an interactive mental search interface.

Phong D. Vo|Hichem Sahbi

The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2010

TELECOM ParisTech at ImageCLEF 2010 Photo Annotation Task: Combining Tags and Visual Features for Learning-Based Image Annotation.

Hichem Sahbi|Xi Li

CLEF 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010, Padua, Italy

2009

TELECOM ParisTech at ImageClef 2009: Large Scale Visual Concept Detection and Annotation Task.

Marin Ferecatu|Hichem Sahbi

Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009.

Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness.

Hervé Glotin|Ali Fakeri-Tabrizi|Philippe Mulhem|Marin Ferecatu|Z. Zhao|Sabrina Tollari|Georges Quénot|Hichem Sahbi|Emilie Dumont|Patrick Gallinari

Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009.

2008

A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches.

Sabrina Tollari|Philippe Mulhem|Marin Ferecatu|Hervé Glotin|Marcin Detyniecki|Patrick Gallinari|Hichem Sahbi|Zhong-Qiu Zhao

Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

TELECOMParisTech at ImageClefphoto 2008: Bi-Modal Text and Image Retrieval with Diversity Enhancement.

Marin Ferecatu|Hichem Sahbi

Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008.

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs.

Sabrina Tollari|Marcin Detyniecki|Marin Ferecatu|Hervé Glotin|Philippe Mulhem|Massih-Reza Amini|Ali Fakeri-Tabrizi|Patrick Gallinari|Hichem Sahbi|Zhong-Qiu Zhao

Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008.