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Helena Kotthaus

4 papers hereh-index 9229 citations20 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedYes We Care! -- Certification for Machine Learning Methods through the Care Label Framework

15 citations · 20 across the 4 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

Explainability-Aware One Point Attack for Point Cloud Neural Networks

Hanxiao Tan, Helena Kotthaus

With the proposition of neural networks for point clouds, deep learning has started to shine in the field of 3D object recognition while researchers have shown an increased interes…

cs.CV2021★ 3 cited

Surrogate Model-Based Explainability Methods for Point Cloud NNs

Hanxiao Tan, Helena Kotthaus

In the field of autonomous driving and robotics, point clouds are showing their excellent real-time performance as raw data from most of the mainstream 3D sensors. Therefore, point…

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