fix: slight updates
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author = {Laurent Fainsin and Jean Mélou and Lilian Calvet and Antoine Laurent and Axel Carlier and Jean-Denis Durou},
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author = {Laurent Fainsin and Jean Mélou and Lilian Calvet and Antoine Laurent and Axel Carlier and Jean-Denis Durou},
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title = {Neural sphere detection in images for lighting calibration},
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title = {Neural sphere detection in images for lighting calibration},
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journal = {QCAV},
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journal = {QCAV},
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year = {2023}
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year = {2023},
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url = {https://hal.science/hal-04160733}
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}
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}
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@ -85,7 +85,7 @@
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\subsection{ENSEEIHT INP-Toulouse}
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\subsection{ENSEEIHT INP-Toulouse}
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\descript{Master in Perf. Computing}
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\descript{Master in Perf. Computing}
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\descript{focused on Academic Research}
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\descript{focused on Academic Research}
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\location{2022-2023 | Toulouse, France}
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\location{2022 — 2023 | Toulouse, France}
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\vspace{3pt}
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\vspace{3pt}
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Scientific Computing and Data Analysis \\
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Scientific Computing and Data Analysis \\
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Concurrent \& Parallel Programming \\
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Concurrent \& Parallel Programming \\
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\subsection{ENSEEIHT INP-Toulouse}
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\subsection{ENSEEIHT INP-Toulouse}
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\descript{MEng in Computer Science}
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\descript{MEng in Computer Science}
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\descript{specialty in ML and CG}
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\descript{specialty in ML and CG}
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\location{2020-2023 | Toulouse, France}
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\location{2020 — 2023 | Toulouse, France}
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\vspace{3pt}
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\vspace{3pt}
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Compilers \& System Architecture \\
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Compilers \& System Architecture \\
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Object-Oriented Programming \\
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Object-Oriented Programming \\
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@ -107,7 +107,7 @@
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\subsection{LA PÉROUSE-KERICHEN}
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\subsection{LA PÉROUSE-KERICHEN}
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\descript{Preparatory class (CPGE)}
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\descript{Preparatory class (CPGE)}
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\location{2018-2020 | Brest, France}
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\location{2018 — 2020 | Brest, France}
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\vspace{2pt}
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\vspace{2pt}
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Intensive studies in Mathematics and Physics for national entrance exams
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Intensive studies in Mathematics and Physics for national entrance exams
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\sectionsep
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\sectionsep
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@ -164,19 +164,19 @@
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\section{Professional Experience}
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\section{Professional Experience}
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\runsubsection{Safran} | \descript{Deep 3D Generative Modeling Internship}
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\runsubsection{Safran} | \descript{Machine Learning Engineer Internship}
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\location{March 2023 - September 2023 | Paris, France}
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\location{March 2023 — September 2023 | Paris, France}
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\vspace{10pt} % Hacky fix for awkward extra vertical space
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\vspace{10pt} % Hacky fix for awkward extra vertical space
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\begin{tightemize}
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\begin{tightemize}
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\item Studied state of the art generative models for 3D data, such as PointNet++, Graph U-Net, PointFlow, Point Voxel Diffusion and LION.
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\item Studied state of the art generative models for 3D data, such as PointNet++, Graph U-Net, PointFlow, Point Voxel Diffusion and LION.
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\item Settled on Latent Diffusion Models, implemented a dozen architectures using libraries such as PyTorch Geometric, PyTorch Lightning, HuggingFace diffusers, HuggingFace Datasets, etc.
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\item Implemented a dozen architectures using libraries such as PyTorch Geometric, PyTorch Lightning, HuggingFace diffusers, HuggingFace Datasets, etc. Settled on Latent Diffusion Models.
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\item Trained models on specific aircraft industrial parts, conditioned on perfomance metrics, such as drag coefficients, lift coefficients, etc.
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\item Trained models on specific aircraft industrial parts, conditioned on perfomance metrics, such as drag coefficients, lift coefficients, etc.
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\item Released internally the models and code, enabling Safran engineers to generate new parts with specific performance metrics and to easily reuse the code for other applications.
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\item Released internally the models and code, enabling Safran engineers to generate new parts with specific performance metrics and to easily reuse the code for other applications.
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\end{tightemize}
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\end{tightemize}
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\sectionsep
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\sectionsep
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\runsubsection{REVA - IRIT} | \descript{Computer Vision Research Internship}
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\runsubsection{REVA — IRIT} | \descript{Machine Learning Research Internship}
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\location{June 2022 - September 2022 | Toulouse, France}
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\location{June 2022 — September 2022 | Toulouse, France}
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\begin{tightemize}
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\begin{tightemize}
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\item Fine-tuned a state of the art Deep Learning model to detect spherical markers in images for Photometric Stereophography calibration.
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\item Fine-tuned a state of the art Deep Learning model to detect spherical markers in images for Photometric Stereophography calibration.
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\item Collaborated with 3 engineers from MIKROS and Technicolor as part of the ALICIA-Vision Labcom european project.
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\item Collaborated with 3 engineers from MIKROS and Technicolor as part of the ALICIA-Vision Labcom european project.
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\section{Volunteer Experience}
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\section{Volunteer Experience}
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\runsubsection{net7 / INP-net} | \descript{Treasurer / President}
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\runsubsection{net7 / INP-net} | \descript{Treasurer / President}
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\location{September 2021 - September 2022 | Toulouse, France}
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\location{September 2021 — September 2022 | Toulouse, France}
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\begin{tightemize}
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\begin{tightemize}
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\item Led and managed the association and its financing for a term of one year.
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\item Led and managed the association and its financing for a term of one year.
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\item Contributed to and developed the codebase used by 5000+ students per year. \\ Provided technical micro-trainings to hundreds of students.
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\item Contributed to and developed the codebase used by 5000+ students per year. \\ Provided technical micro-trainings to hundreds of students.
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