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David Szczecina

According to our database1, David Szczecina authored at least 5 papers between 2025 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Sparse Data Tree Canopy Segmentation: Fine-Tuning Leading Pretrained Models on Only 150 Images.
[BibTeX]
[DOI]
David Szczecina
,
Hudson Sun
,
Anthony Bertnyk
,
Niloofar Azad
,
Kyle Gao
,
Lincoln Linlin Xu
CoRR, January, 2026

2025
Pre-train to Gain: Robust Learning Without Clean Labels.
[BibTeX]
[DOI]
David Szczecina
,
Nicholas Pellegrino
,
Paul W. Fieguth
CoRR, November, 2025

Effects of Initialization Biases on Deep Neural Network Training Dynamics.
[BibTeX]
[DOI]
Nicholas Pellegrino
,
David Szczecina
,
Paul W. Fieguth
CoRR, November, 2025

Copyright Detection in Large Language Models: An Ethical Approach to Generative AI Development.
[BibTeX]
[DOI]
David Szczecina
,
Senan Gaffori
,
Edmond Li
CoRR, November, 2025

Hard Samples, Bad Labels: Robust Loss Functions That Know When to Back Off.
[BibTeX]
[DOI]
Nicholas Pellegrino
,
David Szczecina
,
Paul W. Fieguth
CoRR, November, 2025


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