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researcher

Patrick Takenaka

3 papers here

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

author position
  • first author3

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

fields
  • cs.CV3
ORCID 0009-0005-2295-562X

identity via Semantic Scholar / OpenAlex

most citedGuiding Video Prediction with Explicit Procedural Knowledge

4 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2024

Classification of Inkjet Printers based on Droplet Statistics

Patrick Takenaka, Manuel Eberhardinger, Daniel Grießhaber +1

Knowing the printer model used to print a given document may provide a crucial lead towards identifying counterfeits or conversely verifying the validity of a real document. Inkjet…

cs.CV2024

ViPro: Enabling and Controlling Video Prediction for Complex Dynamical Scenarios using Procedural Knowledge

Patrick Takenaka, Johannes Maucher, Marco F. Huber

We propose a novel architecture design for video prediction in order to utilize procedural domain knowledge directly as part of the computational graph of data-driven models. On th…

cs.CV2024★ 4 cited

Guiding Video Prediction with Explicit Procedural Knowledge

Patrick Takenaka, Johannes Maucher, Marco F. Huber

We propose a general way to integrate procedural knowledge of a domain into deep learning models. We apply it to the case of video prediction, building on top of object-centric dee…

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