拉斯维加斯赌城

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Robin Sch?n

Research Assistant & PhD Student
Chair for Machine Learning & Computer Vision
Phone: +49 (821) 598 4368
Email:
Room: 1012 (N)
Open hours: by appointment
Address: Universit?tsstra?e 6a, 86159 Augsburg

Research Interest

  • Image-to-Image Translation
  • Semantic Segmentation
  • Domain Adaptation

Publications

2024 | 2023 | 2022 | 2021

2024

Julian Lorenz, Robin Sch?n, Katja Ludwig and Rainer Lienhart. in press. A review and efficient implementation of scene graph generation metrics.
BibTeX | RIS

Robin Sch?n, Julian Lorenz, Katja Ludwig and Rainer Lienhart. in press. Adapting the segment anything model during usage in novel situations.
BibTeX | RIS

Daniel Kienzle, Marco Kantonis, Robin Sch?n and Rainer Lienhart. in press. Segformer++: ef?cient token-merging strategies for high-resolution semantic segmentation.
PDF | BibTeX | RIS | URL

Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Sch?n, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schr?ter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken and Marie-Pierre Revel Dubios. 2024. The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. DOI: 10.1016/j.media.2024.103230
PDF | BibTeX | RIS | DOI

Robin Sch?n, Daniel Kienzle and Rainer Lienhart. in press. WSESeg: introducing a dataset for the segmentation of winter sports equipment with a baseline for interactive segmentation.
BibTeX | RIS | URL

2023

Katja Ludwig, Julian Lorenz, Robin Sch?n and Rainer Lienhart. 2023. All keypoints you need: detecting arbitrary keypoints on the body of triple, high, and long jump athletes. DOI: 10.1109/CVPRW59228.2023.00546
PDF | BibTeX | RIS | DOI

Daniel Kienzle, Julian Lorenz, Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2023. COVID detection and severity prediction with 3D-ConvNeXt and custom pretrainings. DOI: 10.1007/978-3-031-25082-8_33
PDF | BibTeX | RIS | DOI

Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2023. Impact of pseudo depth on open world object segmentation with minimal user guidance. DOI: 10.1109/CVPRW59228.2023.00509
PDF | BibTeX | RIS | DOI

2022

Sebastian Scherer, Robin Sch?n and Rainer Lienhart. 2022. Pseudo-label noise suppression techniques for semi-supervised semantic segmentation.
PDF | BibTeX | RIS | URL

2021

Robin Sch?n. 2021. Learning semantic segmentation from synthetic data using generative adversarial networks.
BibTeX | RIS

Sebastian Scherer, Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. DOI: 10.5220/0010551500380047
PDF | BibTeX | RIS | DOI

Abschlussarbeiten

Robin Sch?n. Learning Semantic Segmentation from Synthetic Data using Generative Adversarial Networks.? Masters Thesis, January 2021.

Lehre

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