Kostas Papafitsoros

Orcid: 0000-0001-9691-4576

According to our database1, Kostas Papafitsoros authored at least 13 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
A Descent Algorithm for the Optimal Control of ReLU Neural Network Informed PDEs Based on Approximate Directional Derivatives.
SIAM J. Optim., 2024

Why do we regularise in every iteration for imaging inverse problems?
CoRR, 2024

Nested Bregman Iterations for Decomposition Problems.
CoRR, 2024

WildlifeReID-10k: Wildlife re-identification dataset with 10k individual animals.
CoRR, 2024

WildlifeDatasets: An open-source toolkit for animal re-identification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Learning Regularization Parameter-Maps for Variational Image Reconstruction Using Deep Neural Networks and Algorithm Unrolling.
SIAM J. Imaging Sci., December, 2023

2022
Bilevel Training Schemes in Imaging for Total Variation-Type Functionals with Convex Integrands.
SIAM J. Imaging Sci., 2022

SeaTurtleID: A novel long-span dataset highlighting the importance of timestamps in wildlife re-identification.
CoRR, 2022

2021
Bilevel training schemes in imaging for total-variation-type functionals with convex integrands.
CoRR, 2021

2020
Patch-Wise Adaptive Weights Smoothing in R.
J. Stat. Softw., 2020

Optimization with learning-informed differential equation constraints and its applications.
CoRR, 2020

2019
Quantitative Magnetic Resonance Imaging: From Fingerprinting to Integrated Physics-Based Models.
SIAM J. Imaging Sci., 2019


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