Ridouane Ghermi

I am a second-year PhD student at INRIA and Ecole Polytechnique, where I work on long-form video understanding. My PhD advisors are Ivan Laptev and Vicky Kalogeiton. Before my PhD, I graduated with a MS in Statistics from ENSAE Paris. During the summer of 2020, I completed a research internship at Capital Fund Management (CFM), a quantitative hedge fund. From 2021 to 2023, I worked at OWKIN, a biotech startup, as a Data Scientist.

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News

2024-07 - I am attending the ICVSS Summer School in Sicily.

2024-03 - I am attending the ELLIS Winter School on Foundation Models in Amsterdam.

2023-06 - I am starting a PhD at INRIA and Ecole Polytechnique with Vicky Kalogeiton and Ivan Laptev in Paris.

Research
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Short Film Dataset (SFD): A Benchmark for Story-Level Video Understanding


Ridouane Ghermi, Xi Wang, Vicky Kalogeiton, Ivan Laptev
arXiv, 2024
arxiv / code / website /

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Robust Evaluation of Deep Learning-based Representation Methods for Survival and Gene Essentiality Prediction on Bulk RNA-seq Data


Baptiste Gross, Antonin Dauvin, Vincent Cabeli, Virgilio Kmetzsch, Jean El Khoury, Gaetan Dissez, Khalil Ouardini, Simon Grouard, Alec Davi, Regis Loeb, Christian Esposito, Louis Hulot, Ridouane Ghermi, Michael Blum, Yannis Darhi, Eric Y. Durand, Alberto Romagnoni
Nature Scientific Reports, 2024
arxiv / website /

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Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling


Alexandre Filiot, Ridouane Ghermi, Antoine Olivier, Paul Jacob, Lucas Fidon, Alice Mac Kain, Charlie Saillard, Jean-Baptiste Schiratti
medRxiv, 2023
arxiv / code / website /

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An artificial intelligence model predicts the survival of solid tumour patients from imaging and clinical data


Kathryn Schutte, Fabien Brulport, Sana Harguem-Zayani, Jean-Baptiste Schiratti, Ridouane Ghermi, Paul Jehanno, Alexandre Jaeger, Talal Alamri, Raphaël Naccache, Leila Haddag-Miliani, Teresa Orsi, Jean-Philippe Lamarque, Isaline Hoferer, Littisha Lawrance, Baya Benatsou, Imad Bousaid, Mikael Azoulay, Antoine Verdon, François Bidault, Corinne Balleyguier, Victor Aubert, Etienne Bendjebbar, Charles Maussion, Nicolas Loiseau, Benoît Schmauch, Meriem Sefta, Gilles Wainrib, Thomas Clozel, Samy Ammari, Nathalie Lassau
European Journal of Cancer, 2022
arxiv /

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OmniTrack: Real-time detection and tracking of objects, text and logos in video


Hannes Fassold, Ridouane Ghermi
IEEE International Symposium on Multimedia (ISM), 2019
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