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Published in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
We propose a solver to optimize the antenna placement on satellite-mounted interferometric synthetic-aperture instruments.
Recommended citation: Krzakala, Paul and Assouel, Amine, et al. (2021). Irregular layout for a satellite’s interferometric array. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 9408-9423..
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Published in NeurIPS 2024, 2024
A fully differentiable framework for Supervised Graph Prediction
Recommended citation: Krzakala, P., Yang, J., Flamary, R., d'Alché-Buc, F., Laclau, C., & Labeau, M. (2024). Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss. Advances in Neural Information Processing Systems, 37, 101552-101588.
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Demystification, foundations and state of the art.
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The intruiging properties of Adversarial Examples, the never ending race between attacks and defences and the most popular explanations.
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We introduce Any2Graph, a novel framework for deep Supervised Graph Prediction.
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Teaching Assistant, Télécom Paris, Institut Polytechnique, 1900
SD-TSIA210
Teaching Assistant, Télécom Paris, Institut Polytechnique, 1900
MAP670I (DATA917)