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Matthias Tschöpe

3 papers hereh-index 313 citations9 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedDisQu: Investigating the Impact of Disorder in Quantum Generative Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2025

Boosting Classification with Quantum-Inspired Augmentations

Matthias Tschöpe, Vitor Fortes Rey, Sogo Pierre Sanon +3

Understanding the impact of small quantum gate perturbations, which are common in quantum digital devices but absent in classical computers, is crucial for identifying potential ad…

cond-mat.dis-nn2024★ 1 cited

DisQu: Investigating the Impact of Disorder in Quantum Generative Models

Yannick Werner, Jasmin Frkatovic, Vitor Fortes Rey +5

Disordered Quantum many-body Systems (DQS) and Quantum Neural Networks (QNN) have many structural features in common. However, a DQS is essentially an initialized QNN with random w…

cond-mat.dis-nn2023

Quantum inspired image augmentation applicable to waveguides and optical image transfer via Anderson Localization

Nikolaos E. Palaiodimopoulos, Vitor Fortes Rey, Matthias Tschöpe +3

We present a quantum inspired image augmentation protocol which is applicable to classical images and, in principle, due to its known quantum formulation applicable to quantum syst…

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