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ORCIDSteeven Janny
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2020 – today
- 2024
[b1]Steeven Janny:
Identification and Simulation of Physical Systems with Structured Deep Learning and Inductive Knowledge. (Identification et simulation des systèmes physiques par apprentissage profond structuré et connaissances inductives). INSA de Lyon, France, 2024- [c5]Steeven Janny, Madiha Nadri, Julie Digne, Christian Wolf:
Space and time continuous physics simulation from partial observations. ICLR 2024 - [i8]Steeven Janny, Madiha Nadri, Julie Digne, Christian Wolf:
Space and Time Continuous Physics Simulation From Partial Observations. CoRR abs/2401.09198 (2024) - 2023
- [c4]Steeven Janny, Aurélien Béneteau, Madiha Nadri, Julie Digne, Nicolas Thome, Christian Wolf:
EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers. ICLR 2023 - [i7]Steeven Janny, Aurélien Béneteau, Nicolas Thome, Madiha Nadri, Julie Digne, Christian Wolf:
Eagle: Large-Scale Learning of Turbulent Fluid Dynamics with Mesh Transformers. CoRR abs/2302.10803 (2023) - 2022
- [c3]Steeven Janny, Quentin Possamaï, Laurent Bako, Christian Wolf, Madiha Nadri:
Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach. CDC 2022: 150-155 - [c2]Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori, Christian Wolf:
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space. ICLR 2022 - [i6]Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori, Christian Wolf:
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space. CoRR abs/2202.00368 (2022) - [i5]Quentin Possamaï, Steeven Janny, Guillaume Bono, Madiha Nadri, Laurent Bako, Christian Wolf:
MoCap-less Quantitative Evaluation of Ego-Pose Estimation Without Ground Truth Measurements. CoRR abs/2202.00403 (2022) - [i4]Quentin Possamaï, Steeven Janny, Madiha Nadri, Laurent Bako, Christian Wolf:
Learning to estimate UAV created turbulence from scene structure observed by onboard cameras. CoRR abs/2203.14726 (2022) - [i3]Steeven Janny, Quentin Possamaï, Laurent Bako, Madiha Nadri, Christian Wolf:
Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach. CoRR abs/2206.04791 (2022) - 2021
- [c1]Steeven Janny, Vincent Andrieu, Madiha Nadri, Christian Wolf:
Deep KKL: Data-driven Output Prediction for Non-Linear Systems. CDC 2021: 4376-4381 - [i2]Steeven Janny, Vincent Andrieu, Madiha Nadri, Christian Wolf:
Deep KKL: Data-driven Output Prediction for Non-Linear Systems. CoRR abs/2103.12443 (2021)
2010 – 2019
- 2018
- [i1]Azadeh Sadat Mozafari, Hugo Siqueira Gomes, Steeven Janny, Christian Gagné:
A New Loss Function for Temperature Scaling to have Better Calibrated Deep Networks. CoRR abs/1810.11586 (2018)
Coauthor Index
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