Nicolas Dufour Email & Phone Number

Île-de-France, France

Londres, Angleterre, Royaume-Uni

Worked in the Pytorch team, working on TorchRL and Tensordict.Focused on Model Based Reinforcement Learning models such as Dreamer.

Paris Et Périphérie

Worked on Subject Transfer and Conditional Generative Adversarial NetworksInternship done at two labs:- IMAGINE, Research Group in Computer Vision, Machine Learning and Optimization, ENPC- GeoVic: Research Group in Computer Vision and Computer Graphics, École Polytechnique

Paris

Worked on Pose Transfer and Conditional Generative Adversarial Networks Internship done at two labs: - IMAGINE, Research Group in Computer Vision, Machine Learning and Optimization ENPC - GeoVic: Research Group in Computer Vision and Computer Graphics, École Polytechnique

Singapour

Worked on detecting fraudulent patterns between traders with anomaly detection for one of the largest Asian banks. The model had to work in an unsupervised manner and handle high volume of data. Researched state-of-the-art techniques such as Graph Neural Networks (GraphSAGE) and its variations. Worked on an autoencoder-based embedding.Implemented models.

Evry

Évry, Île-de-France, France

Supervised by Clément FERNANDEZ and Wojciech PIECZYNSKI. Worked on an image segmentation algorithm based on a semi-Markov hidden model. This graphical model learn the latent waiting time in each class of the image removing the geometric assumption of the Markov Chain models. Adapted and implemented an SEM algorithm to estimate such parameters. Optimized.

Évry, Île-de-France, France

Research project supervised by Sylvain LECORFFTheoretical study on the selection of better activation function and initialization of our neural network. Used Gaussian Processes to model an infinitely wide neural network (Also known as Neural Tangent) and study its properties. Gained exposure to cutting edge research papers and developed rigorous.

Ithaca, New York, États-Unis

Worked on a better way to store genotypic data. Tools such as Hadoop, Spark and the Parquetfile format were used to optimize the storing performance. Developed some custom algorithms inPython to fit the data needs. Presented the results by a poster to a wide audience of researchers.

Doctor Of Philosophy - Phd, Mathématiques Et Informatique

Subject of the PhD: Conditional Generative models PhD between 2 labs, IMAGINE at ENPC and VISTA at Ecole Polytechnique Publications at.

Doctorat De Philosophie, Mathematics And Computer Science

Subject of the PhD: Conditional Generative models PhD between 2 labs, IMAGINE at ENPC and VISTA at Ecole Polytechnique Publications at.

Msc, Mva (Mathematics / Vision / Machine Learning), Highest Honors

Deep Learning V.LEPETIT Image denoising : the human machine competition J.-M. MOREL, G.FACCIOLO, P.ARIAS Object recognition and computer.

Engineering Diploma (Equivalent To A Master Of Science)

Activities and Societies: Business relationship development at Student councilTelecom SudParis is one of France more selective Engineering.

Mpsi-Mp

Intensive preparation in Math and Physics for the highly competitive entrance exams to the French Grandes écoles. CPGE stands for Classes.

Baccalauréat, Scientifique, High Honors

Activities and Societies: UN Model (I was President of the International Penal Court), Creation of School Journal, Vice-President of the.