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Exploring Zero-Shot Capabilities of Multi-Modal Foundation Models for Semantic Image Segmentation

Published in Master Thesis, 2024

An exploration of zero-shot capabilities of multi-modal foundation models applied to semantic image segmentation tasks.

Recommended citation: Edy, A. (2024). "Exploring Zero-Shot Capabilities of Multi-Modal Foundation Models for Semantic Image Segmentation." <TO ADD>.
🔗 Paper

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

Published in First Late Interaction Workshop (LIR) @ ECIR 2026, 2026

An analysis of targeted behaviors of late interaction models, presented at the First Late Interaction Workshop (LIR) at ECIR 2026.

Recommended citation: Edy, A., Conti, M., & Macé, Q. (2026). "Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models." First Late Interaction Workshop (LIR) @ ECIR 2026.
🔗 Paper

ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios

Published in arXiv preprint (arXiv:2601.08620), 2026

A comprehensive multimodal RAG benchmark featuring multi-type queries over visually rich document corpora, covering 10 datasets across diverse professional domains with ~26,000 document pages and 3,099 human-verified queries in 6 languages.

Recommended citation: Loison, A., Macé, Q., Edy, A., Xing, V., Balough, T., Moreira, G., Liu, B., Faysse, M., Hudelot, C., & Viaud, G. (2026). "ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios." arXiv:2601.08620.
🔗 Paper

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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