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Vincent Dumont

5 papers hereh-index 445 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
  • eess.SP1
  • hep-ex1
same name
  • Vincent Dumont — 8 papers, h 4
  • Vincent Dumont — 6 papers, h 4
  • Vincent Dumont — 2 papers
  • Vincent Dumont — 1 paper, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedDeep Learning for Surface Wave Identification in Distributed Acoustic Sensing Data

25 citations · 52 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 1 cited

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

Rey Mendoza, Minh Nguyen, Judith Weng Zhu +4

Computed tomography has propelled scientific advances in fields from biology to materials science. This technology allows for the elucidation of 3-dimensional internal structure by…

hep-ex2022★ 11 cited

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

Vincent Dumont, Xiangyang Ju, Juliane Mueller

The Generative Adversarial Network (GAN) is a powerful and flexible tool that can generate high-fidelity synthesized data by learning. It has seen many applications in simulating e…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.