Vincent Dumont

According to our database, Vincent Dumont authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography.

Rey Mendoza, Minh Nguyen, Judith Weng Zhu, Vincent Dumont, Talita Perciano, Juliane Mueller, Vidya Ganapati

CoRR, 2022

Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations.

Vincent Dumont, Xiangyang Ju, Juliane Mueller

CoRR, 2022

2021

HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization.

Vincent Dumont, Casey Garner, Anuradha Trivedi, Chelsea Jones, Vidya Ganapati, Juliane Mueller, Talita Perciano, Mariam Kiran, Marc Day

Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

2020

Deep Learning on Real Geophysical Data: A Case Study for Distributed Acoustic Sensing Research.

Vincent Dumont, Verónica Rodríguez Tribaldos, Jonathan Ajo-Franklin, Kesheng Wu

CoRR, 2020

Deep Learning for Surface Wave Identification in Distributed Acoustic Sensing Data.

Vincent Dumont, Verónica Rodríguez Tribaldos, Jonathan Ajo-Franklin, Kesheng Wu

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020