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home/index.xml

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<pubDate>Wed, 20 Apr 2016 00:00:00 +0200</pubDate>
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<guid>/home/about/</guid>
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<description>I am a PhD student at Sorbonne University in Paris under the supervision of Professor Matthieu Cord. My thesis aims at improving the robustness of deep learning networks by leveraging their diversity. Member of the VISA-DEEP chair of research and teaching in artificial intelligence.</description>
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<description>Currently research intern at FAIR. PhD student at Sorbonne University in Paris under the supervision of Professor Matthieu Cord. Trying to make deep neural networks generalize out of distribution. Member of the VISA-DEEP chair of research and teaching in artificial intelligence.</description>
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index.html

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<p>I am a PhD student at Sorbonne University in Paris under the supervision of Professor Matthieu Cord. My thesis aims at improving the robustness of deep learning networks by leveraging their diversity. Member of the <a href="https://chaire-visadeep.github.io/" target="_blank">VISA-DEEP</a> chair of research and teaching in artificial intelligence.</p>
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<p>Currently research intern at FAIR. PhD student at Sorbonne University in Paris under the supervision of Professor Matthieu Cord. Trying to make deep neural networks generalize out of distribution. Member of the <a href="https://chaire-visadeep.github.io/" target="_blank">VISA-DEEP</a> chair of research and teaching in artificial intelligence.</p>
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<div class="row">
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<h3>Experience</h3>
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<li>
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<i class="fa-li fa fa-briefcase"></i>
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<p class="course">Research Scientist Intern, 2022</p>
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<a href="https://ai.facebook.com/">
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<p class="institution">FAIR Meta, Fairness and Robustness Team</p>
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</a>
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Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, Matthieu Cord</div>
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ICML 2022 PODS Workshop<br>
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NeurIPS 2022<br>
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</div>
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publication/dice/cite.bib

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@inproceedings{rame2021dice,
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title={DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation},
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author={Alexandre Rame and Matthieu Cord},
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booktitle={International Conference on Learning Representations},
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booktitle={ICLR},
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year={2021},
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url={https://openreview.net/forum?id=R2ZlTVPx0Gk}
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}

publication/diwa/cite.bib

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@inproceedings{rame2021ishr,
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@inproceedings{rame2022diwa,
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title = {Diverse Weight Averaging for Out-of-Distribution Generalization},
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author = {Rame, Alexandre and Kirchmeyer, Matthieu and Rahier, Thibaud and Rakotomamonjy, Alain and Gallinari, Patrick and Cord, Matthieu},
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year = {2022},
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journal = {ICML PODS Workshop}
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booktitle = {NeurIPS}
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}

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