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researcher

Victoria Nockles

10 papers hereh-index 314 citations10 works total

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

author position
  • middle author3
  • last author7

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • eess.SP2
  • cs.AI1
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedImproving Object Detection by Modifying Synthetic Data with Explainable AI

2 citations · 3 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024★ 2 cited

Improving Object Detection by Modifying Synthetic Data with Explainable AI

Nitish Mital, Simon Malzard, Richard Walters +3

Limited real-world data severely impacts model performance in many computer vision domains, particularly for samples that are underrepresented in training. Synthetically generated…

cs.CV2024

2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures

Xinheng Xie, Kureha Yamaguchi, Margaux Leblanc +4

The rapid advancement of machine learning technologies raises questions about the security of machine learning models, with respect to both training-time (poisoning) and test-time…

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