Danilo Weber Nunes

PhD student, Faculty of Computer Science and Mathematics, Ostbayerische Technische Hochschule Regensburg

Joined

October 2023

Names

Danilo Weber Nunes (Preferred)

Emails

****@oth-regensburg.de (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Faculty of Computer Science and Mathematics, Ostbayerische Technische Hochschule Regensburg (oth-regensburg.de)

2024 – 2027

MS student

Faculty of Computer Science and Mathematics, Ostbayerische Technische Hochschule Regensburg (st.oth-regensburg.de)

2020 – 2024

Undergrad student

School of Sciences, Universidade Estadual Paulista (unesp.br)

2015 – 2019

Advisors, Relations & Conflicts

Coauthor

Max Gutbrod

2023 – Present

Coauthor

David Rauber

2020 – Present

Coworker

Tobias Rueckert

2020 – Present

PhD Advisor

Christoph Palm

2018 – Present

Coworker

Maximilian Weiherer

2018 – Present

Coworker

Robert Mendel

2018 – 2023

Coworker

Luis Antonio Souza

2018 – 2020

Coauthor

Joao Paulo Papa

2015 – 2019

Expertise

deep learning

Present

radiance fields

Present

3d reconstruction

Present

language modeling

Present

transformers

Present

vision-language models

Present

Publications

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge
Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong et al. (41 additional authors not shown)
- Medical Image Analysis
- Readers: Everyone
Enhancing generalization in zero-shot multi-label endoscopic instrument classification
Raphaela Maerkl, Tobias Rueckert, David Rauber, Max Gutbrod, Danilo Weber Nunes, Christoph Palm
- International Journal of Computer Assisted Radiology and Surgery
- Readers: Everyone
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection
Max Gutbrod, David Rauber, Danilo Weber Nunes, Christoph Palm
- CVPR 2025
- Readers: Everyone
Self-supervised 3D Vision Transformer Pre-training for Robust Brain Tumor Classification
Danilo Weber Nunes, David Rauber, Christoph Palm
- Bildverarbeitung für die Medizin 2025
- Readers: Everyone
A Slim Digital Twin for a Smart City and Its Residents
Simon Thelen, Friedrich Eder, Matthias Melzer, Danilo Weber Nunes, Michael Stadler, Christian Rechenauer, Mathias Obergrießer, Ruben Jubeh, Klaus Volbert, Jan Dünnweber
- Crossref
- Readers: Everyone
A Survey on Algorithmic Problems in Wireless Systems
Simon Thelen, Klaus Volbert, Danilo Weber Nunes
- SENSORNETS 2023
- Readers: Everyone
A Wireless Low-power System for Digital Identification of Examinees (Including Covid-19 Checks)
Danilo Weber Nunes, Klaus Volbert
- SENSORNETS 2022
- Readers: Everyone
Classification of Vascular Malformations Based on T2 STIR Magnetic Resonance Imaging
Danilo Weber Nunes, Michael Hammer, Simone Hammer, Wibke Uller, Christoph Palm
- Bildverarbeitung für die Medizin 2022
- Readers: Everyone

Co-Authors

View all 72 co-authors