Vincent Dumont

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Top Venues

Publications

Vincent Dumont, Xiangyang Ju, Juliane Mueller
Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations. CoRR (2022)
Rey Mendoza, Minh Nguyen, Judith Weng Zhu, Vincent Dumont, Talita Perciano, Juliane Mueller, Vidya Ganapati
A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography. CoRR (2022)
Vincent Dumont, Casey Garner, Anuradha Trivedi, Chelsea Jones, Vidya Ganapati, Juliane Mueller, Talita Perciano, Mariam Kiran, Marc Day
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization. MLHPC@SC (2021)
Vincent Dumont, Casey Garner, Anuradha Trivedi, Chelsea Jones, Vidya Ganapati, Juliane Mueller, Talita Perciano, Mariam Kiran, Marc Day
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization. CoRR (2021)
Vincent Dumont, Verónica Rodríguez Tribaldos, Jonathan Ajo-Franklin, Kesheng Wu
Deep Learning for Surface Wave Identification in Distributed Acoustic Sensing Data. CoRR (2020)
Vincent Dumont, Verónica Rodríguez Tribaldos, Jonathan Ajo-Franklin, Kesheng Wu
Deep Learning on Real Geophysical Data: A Case Study for Distributed Acoustic Sensing Research. CoRR (2020)
Vincent Dumont, Verónica Rodríguez Tribaldos, Jonathan Ajo-Franklin, Kesheng Wu
Deep Learning for Surface Wave Identification in Distributed Acoustic Sensing Data. IEEE BigData (2020)