Identification and simulation of physical systems with structured deep learning and inductive knowledge von Janny, Steeven

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Deep KKL: Data-driven Output Prediction for Non-Linear Systems von Steeven Janny, Andrieu, Vincent, Nadri, Madiha, Wolf, Christian

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Deep learning-based output tracking via regulation and contraction theory von Zoboli, Samuele, Janny, Steeven, Giaccagli, Mattia

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Filtered-CoPhy von Janny, Steeven

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Space and Time Continuous Physics Simulation From Partial Observations von Steeven, Janny, Madiha, Nadri, Julie, Digne, Christian, Wolf

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Deep Learning of a Communication Policy for an Event-Triggered Observer for Linear Systems von Marchand, Mathieu, Andrieu, Vincent, Bertrand, Sylvain, Janny, Steeven, Piet-Lahanier, Hélène

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Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach von Janny, Steeven, Possamai, Quentin, Bako, Laurent, Nadri, Madiha, Wolf, Christian

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Learning to estimate UAV created turbulence from scene structure observed by onboard cameras von Possamaï, Quentin, Janny, Steeven, Nadri, Madiha, Bako, Laurent, Wolf, Christian

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Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers von Janny, Steeven, Béneteau, Aurélien, Nadri, Madiha, Digne, Julie, Thome, Nicolas, Wolf, Christian

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MoCap-less Quantitative Evaluation of Ego-Pose Estimation Without Ground Truth Measurements von Possamaï, Quentin, Janny, Steeven, Bono, Guillaume, Nadri, Madiha, Bako, Laurent, Wolf, Christian

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Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space von Janny, Steeven, Baradel, Fabien, Neverova, Natalia, Nadri, Madiha, Mori, Greg, Wolf, Christian

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Space and Time Continuous Physics Simulation From Partial Observations von Steeven, Janny, Nadri Madiha, Digne, Julie, Wolf, Christian

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Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach von Steeven Janny, Possamai, Quentin, Bako, Laurent, Nadri, Madiha, Wolf, Christian

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Learning to estimate UAV created turbulence from scene structure observed by onboard cameras von Possamaï, Quentin, Steeven Janny, Nadri, Madiha, Bako, Laurent, Wolf, Christian

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Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers von Steeven Janny, Béneteau, Aurélien, Nadri, Madiha, Digne, Julie, Thome, Nicolas, Wolf, Christian

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Attended Temperature Scaling: A Practical Approach for Calibrating Deep Neural Networks von Mozafari, Azadeh Sadat, Gomes, Hugo Siqueira, Leão, Wilson, Janny, Steeven, Gagné, Christian

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MoCap-less Quantitative Evaluation of Ego-Pose Estimation Without Ground Truth Measurements von Possamaï, Quentin, Steeven Janny, Bono, Guillaume, Nadri, Madiha, Bako, Laurent, Wolf, Christian

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Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space von Steeven Janny, Baradel, Fabien, Neverova, Natalia, Nadri, Madiha, Mori, Greg, Wolf, Christian

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Attended Temperature Scaling: A Practical Approach for Calibrating Deep Neural Networks von Azadeh Sadat Mozafari, Hugo Siqueira Gomes, Wilson Leão, Steeven Janny, Gagné, Christian

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