Stefan Scholz
@stefan-scholz.bsky.social
📤 32
📥 20
📝 5
Doctoral Researcher | Data and Machine Learning Enthusiast
reposted by
Stefan Scholz
Mia Nahrgang
4 months ago
📣 Happy to announce the publication of our article (w
@nilsweidmann.bsky.social
,
@friederikeq.bsky.social
,
@sebnagel.bsky.social
,
@yannistheocharis.bsky.social
& Molly Roberts) on the complexity and availability of community guidelines
@icwsm.bsky.social
! 🔗
ojs.aaai.org/index.php/IC...
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reposted by
Stefan Scholz
Mia Nahrgang
4 months ago
🚨🚀 Looking for a comparative dataset on social media platforms? We’re excited to launch COMPARE! This is a collaborative effort by
@nilsweidmann.bsky.social
,
@friederikeq.bsky.social
,
@sebnagel.bsky.social
,
@yannistheocharis.bsky.social
& Molly Roberts. 🧵⤵️ (1/5)
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reposted by
Stefan Scholz
Matías Piqueras
6 months ago
Sharing our new preprint "An Image is Worth K Topics: A Visual Structural Topic Model with Image Embeddings" with
@mansmag.bsky.social
@matmagnani.bsky.social
Alexandra Segerberg and Nataša Sladoje. Available on ArXiv:
arxiv.org/abs/2504.10004
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reposted by
Stefan Scholz
Nils Weidmann
7 months ago
Want to work with us?
stellen.uni-konstanz.de/jobposting/8...
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Postdoctoral Position in Computational Social Science
Deadline: 15.03.2025
https://stellen.uni-konstanz.de/jobposting/8ca912d6fc92de7af162db4fe0aa5b75ad7dc7480
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reposted by
Stefan Scholz
Political Analysis
10 months ago
Now in FirstView: “Improving Computer Vision Interpretability: Transparent Two-Level Classification for Complex Scenes.”
@stefan-scholz.bsky.social
,
@nilsweidmann.bsky.social
,
@zacharyst.bsky.social
,
@keremoglu.bsky.social
, and Bastian Goldlücke propose a two-level method for image classification.
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reposted by
Stefan Scholz
Nils Weidmann
10 months ago
Finally out in
@polanalysis.bsky.social
(w/
@stefan-scholz.bsky.social
,
@zacharyst.bsky.social
,
@keremoglu.bsky.social
and Bastian Goldlücke): "Improving Computer Vision Interpretability: Transparent Two-Level Classification for Complex Scenes" Available
#OpenAccess
at
doi.org/10.1017/pan....
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Improving Computer Vision Interpretability: Transparent Two-Level Classification for Complex Scenes | Political Analysis | Cambridge Core
Improving Computer Vision Interpretability: Transparent Two-Level Classification for Complex Scenes
https://doi.org/10.1017/pan.2024.18
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New paper forthcoming in PA, w/
@nilsweidmann.bsky.social
,
@zacharyst.bsky.social
,
@keremoglu.bsky.social
and Bastian Goldlücke! We propose a method that makes image classification more transparent by identifying which objects on images are related to the outcome. Preprint:
arxiv.org/abs/2407.03786
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Improving Computer Vision Interpretability: Transparent Two-level Classification for Complex Scenes
Treating images as data has become increasingly popular in political science. While existing classifiers for images reach high levels of accuracy, it is difficult to systematically assess the visual f...
https://arxiv.org/abs/2407.03786
11 months ago
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