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researcher

G. Neumann

26 papers hereh-index 449.6k citations206 works total

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

author position
  • middle author6
  • last author20

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.RO13
  • cs.LG10
  • cs.CV2
  • cs.NI1
same name
  • G. Neumann — 2 papers, h 72
  • G. Neumann — 1 paper, h 3
  • G. Neumann — 1 paper, h 8
  • G. Neumann — 1 paper, h 0

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
20172022
most citedRecurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces

29 citations · 83 across the 18 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2022★ 2 cited

FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion

Fabian Duffhauss, Ngo Anh Vien, Hanna Ziesche +1

Sensor fusion can significantly improve the performance of many computer vision tasks. However, traditional fusion approaches are either not data-driven and cannot exploit prior kn…

cs.CV2022

What Matters For Meta-Learning Vision Regression Tasks?

Ning Gao, Hanna Ziesche, Ngo Anh Vien +2

Meta-learning is widely used in few-shot classification and function regression due to its ability to quickly adapt to unseen tasks. However, it has not yet been well explored on r…

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