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layout: single
author_profile: true
title: "publications"
permalink: /publications/
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This section presents a collection of scientific papers to which I have contributed, or that were inspired by my research and ideas. 
My keen interest in the foundational principles of deep learning and neural networks has led me to explore a wide array of topics, ranging from in-depth analyses of their inner mechanisms to practical applications in various domains. 
Many of these endeavors were directly influenced by the [projects](/projects) I participated in. 
Alongside my colleagues, driven by curiosity and enthusiasm, we ventured into the exploration of somewhat unconventional concepts. I invite you to explore these works and share in our journey of discovery. 🤗

 
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<center>
    <figure class="research_icons" style="max-width: 70%; text-align:center;">

    <a href="https://scholar.google.de/citations?user=NODAd94AAAAJ&hl=en">
    <img src="/assets/images/research/google_scholar.png"  style="margin-bottom: 0em;">Scholar</a>

    <a href="https://arxiv.org/a/illium_s_1">
    <img src="/assets/images/research/arxiv.png" style="margin-bottom: 0em;">arXiv</a>

    <a href="https://www.researchgate.net/profile/Steffen-Illium">
    <img src="/assets/images/research/researchgate.png" style="margin-bottom: 0em;">R-Gate</a>

    <a href="https://orcid.org/0000-0003-0021-436X" style="vertical-align:middle">
    <img src="/assets/images/research/orcid.png" style="margin-bottom: 0em;">ORCiD</a>

    <a href="https://www.mobile.ifi.lmu.de/team/steffen-illium/" style="vertical-align:middle">
    <img src="/assets/images/research/lmu.png" style="margin-bottom: 0em;">LMU</a>

    <a href="https://www.semanticscholar.org/author/Steffen-Illium/51893497" style="vertical-align:middle">
    <img src="/assets/images/research/semschol.png" style="margin-bottom: 0em;">Semantic</a>

    </figure>
</center>

<!-- Bib. databases:
[Scholar](https://scholar.google.de/citations?user=NODAd94AAAAJ&hl=en),
[arXiv](https://arxiv.org/a/illium_s_1),
[Researchgate](https://www.researchgate.net/profile/Steffen-Illium),
[ORCiD](https://orcid.org/0000-0003-0021-436X)

--- -->

{% bibliography %}