Mathias Unberath

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Nathan Drenkow

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Publications

2024
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Nathan Drenkow, Mathias Unberath:
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning. WACV 2024: 4506-4515
[i71]
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  - journals/corr/abs-2402-17972
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Kanyifeechukwu Jane Oguine, Roger D. Soberanis-Mukul, Nathan Drenkow, Mathias Unberath:
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments. CoRR abs/2402.17972 (2024)
2023
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Mitchell Pavlak, Nathan Drenkow, Nicholas Petrick, Mohammad Mehdi Farhangi, Mathias Unberath:
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models. MICCAI (3) 2023: 442-452
[i64]
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  - journals/corr/abs-2304-03218
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Mitchell Pavlak, Nathan Drenkow, Nicholas Petrick, Mohammad Mehdi Farhangi, Mathias Unberath:
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models. CoRR abs/2304.03218 (2023)
[i59]
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  - journals/corr/abs-2308-14899
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Nathan Drenkow, Mathias Unberath:
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning. CoRR abs/2308.14899 (2023)
2021
[c44]
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Zhaoshuo Li, Xingtong Liu, Nathan Drenkow, Andy S. Ding, Francis X. Creighton, Russell H. Taylor, Mathias Unberath:
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers. ICCV 2021: 6177-6186
[i43]
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  - journals/corr/abs-2109-06163
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Zhaoshuo Li, Nathan Drenkow, Hao Ding, Andy S. Ding, Alexander Lu, Francis X. Creighton, Russell H. Taylor, Mathias Unberath:
On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation. CoRR abs/2109.06163 (2021)
[i39]
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  - journals/corr/abs-2112-00639
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Nathan Drenkow, Numair Sani, Ilya Shpitser, Mathias Unberath:
Robustness in Deep Learning for Computer Vision: Mind the gap? CoRR abs/2112.00639 (2021)

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