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researcher

M. Ziółkowski

4 papers hereh-index 183k citations162 works total

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

author position
  • middle author3
  • last author1

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

fields
  • quant-ph2
  • cs.CV1
  • cs.MA1
same name
  • M. Ziółkowski — 63 papers

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
20222024
most citedSynthetic Image Data for Deep Learning

5 citations · 10 across the 4 of their papers we have counts for

collaborators

4 papers

cs.MA2024★ 4 cited

BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration

Noel Crawford, Edward B. Duffy, Iman Evazzade +5

Autonomous agents driven by Large Language Models (LLMs) offer enormous potential for automation. Early proof of this technology can be found in various demonstrations of agents so…

quant-ph2024

QISS: Quantum Industrial Shift Scheduling Algorithm

Anna M. Krol, Marvin Erdmann, Rajesh Mishra +5

In this paper, we show the design and implementation of a quantum algorithm for industrial shift scheduling (QISS), which uses Grover's adaptive search to tackle a common and impor…

quant-ph2023★ 1 cited

Quantum Inspired Optimization for Industrial Scale Problems

William P. Banner, Shima Bab Hadiashar, Grzegorz Mazur +7

Model-based optimization, in concert with conventional black-box methods, can quickly solve large-scale combinatorial problems. Recently, quantum-inspired modeling schemes based on…

cs.CV2022★ 5 cited

Synthetic Image Data for Deep Learning

Jason W. Anderson, Marcin Ziolkowski, Ken Kennedy +1

Realistic synthetic image data rendered from 3D models can be used to augment image sets and train image classification semantic segmentation models. In this work, we explore how h…

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