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Matthias Grundmann

18 papers hereh-index 257.9k citations41 works total

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

author position
  • middle author3
  • last author15

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG2
  • cs.DC1
  • eess.AS1
same name
  • Matthias Grundmann — 6 papers, h 5
  • Matthias Grundmann — 5 papers, h 5

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
20192023
most citedMediaPipe Hands: On-device Real-time Hand Tracking

564 citations · 1.3k across the 16 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 3 cited

Semi-Implicit Denoising Diffusion Models (SIDDMs)

Yanwu Xu, Mingming Gong, Shaoan Xie +4

Despite the proliferation of generative models, achieving fast sampling during inference without compromising sample diversity and quality remains challenging. Existing models such…

cs.LG2019

On-Device Neural Net Inference with Mobile GPUs

Juhyun Lee, Nikolay Chirkov, Ekaterina Ignasheva +6

On-device inference of machine learning models for mobile phones is desirable due to its lower latency and increased privacy. Running such a compute-intensive task solely on the mo…

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