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people:antonio [2025/03/31 12:10] Antonio Rodriguez-Sanchez |
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=== Positions === | === Positions === | ||
---- | ---- | ||
- | * Assistant Professor at the Department of Computer Science, Intelligent and Interactive Systems, University of Innsbruck (since 2015). | + | * Associate Professor at the Department of Computer Science, Intelligent and Interactive Systems, University of Innsbruck (since 2019). |
+ | * Assistant Professor at the Department of Computer Science, Intelligent and Interactive Systems, University of Innsbruck (2015-2017). | ||
* Senior Researcher at the Department of Computer Science, Intelligent and Interactive Systems, University of Innsbruck (2011-2015). | * Senior Researcher at the Department of Computer Science, Intelligent and Interactive Systems, University of Innsbruck (2011-2015). | ||
* Junior Researcher and Teaching Assistant at the Department of Computer Science and Engineering, Attention Lab, York University, Toronto, Canada (2002-2010). | * Junior Researcher and Teaching Assistant at the Department of Computer Science and Engineering, Attention Lab, York University, Toronto, Canada (2002-2010). | ||
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=== Publications === | === Publications === | ||
---- | ---- | ||
- | <html> | + | * A list of publications can be found [[https://orawww.uibk.ac.at/public_prod/owa/pk115_web.frame?uebersicht_jn_in=J&institute_id_in=70300&fsp_fp_id_in=&forschungszentrum_id_in=&suche_autoren_in=Rodriguez-Sanchez+Antonio&suche_titel_in=&suche_jahr_von_in=2011&suche_jahr_bis_in=&kategorien_in=1|here]] or in [[https://scholar.google.com/citations?user=ei7XukUAAAAJ&hl=en|Google Scholar]] |
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- | <li><div class="li JOUR" id="Peer-2022-PRL" title="Peer-2022-PRL"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Stefan</span> <span class="surname">Engl</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Greedy-layer pruning: Speeding up transformer models for natural language processing. </span>Patterm Recognition Letters 157, p.76-82, <span class="pubdate">2022</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/2105.14839v2"> | + | |
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- | </svg> <a href="#Peer-2022-PRL">[Link]</a> <a href="http://dx.doi.org/2105.14839v2">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2022-PRL', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2022-PRL', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li CONF" id="Rojas-2022-IJPRAI" title="Rojas-2022-IJPRAI"><p><span class="author"><span class="firstname">Cristof</span> <span class="surname">Rojas</span></span>, <span class="author"><span class="firstname">Erwan</span> <span class="surname">Renaudo</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Deep Learning for Fast Segmentation of E-waste Devices' Inner Parts in a Recycling Scenario. </span> | + | |
- | International Conference on Pattern Recognition and Artificial Intelligence, <span class="pubdate">2022</span>. <span class="actions"> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">Springer-Verlag</a> <a href="#Rojas-2022-IJPRAI">[Link]</a> <a href="javascript:void(0)" onclick="showHide('Rojas-2022-IJPRAI', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li JOUR" id="Stabinger-2021-JOV" title="Stabinger-2021-JOV"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Evaluating the progress of deep learning for | + | |
- | visual relational concepts. </span>Journal of Vision 21 (11), p.8-16, <span class="pubdate">2021</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1167/jov.21.11.8"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Stabinger-2021-JOV">[Link]</a> <a href="http://dx.doi.org/10.1167/jov.21.11.8">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2021-JOV', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2021-JOV', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Gugglberger-2021-ICANN" title="Gugglberger-2021-ICANN"><p><span class="author"><span class="firstname">Josef</span> <span class="surname">Gugglberger</span></span>, <span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Training Deep Capsule Networks with Residual Connections. </span> | + | |
- | International Conference on Artificial Neural Networks and Machine Learning, <span class="pubdate">2021</span>. <span class="actions"> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">Springer-Verlag</a> <a href="#Gugglberger-2021-ICANN">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/2104.07393">[arXiv]</a> <a href="https://arxiv.org/abs/2104.07393">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Gugglberger-2021-ICANN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li JOUR" id="Stabinger-2021-NN" title="Stabinger-2021-NN"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Arguments for the unsuitability of convolutional neural networks for non-local tasks. </span>Neural Networks 142, pp.171-179, <span class="pubdate">2021</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1016/j.neunet.2021.05.001"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Stabinger-2021-NN">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/2102.11944">[arXiv]</a> <a href="https://arxiv.org/abs/2102.11944">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2021-NN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2021-NN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li MANSCPT" id="Gugglberger-2021-residual-capsules" title="Gugglberger-2021-residual-capsules"><p><span class="author"><span class="firstname">Josef</span> <span class="surname">Gugglberger</span></span>, <span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="noparttitle">Training Deep Capsule Networks with Residual Connections</span>. <a href="https://arxiv.org/abs/2104.07393">arXiv:2104.07393</a>, <span class="pubdate">2021</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
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- | + | ||
- | <li><div class="li MANSCPT" id="Peer-2021-NN" title="Peer-2021-NN"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="noparttitle">Auto-tuning of Deep Neural Networks by Conflicting Layer Removal</span>. <a href="https://arxiv.org/abs/2103.04331">arXiv:2103.04331</a>, <span class="pubdate">2021</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
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- | </svg> <a href="#Peer-2021-NN">[Link]</a> <a href="https://arxiv.org/abs/2103.04331">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2021-NN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2021-NN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li BOOK" id="Saveriano-2020-HFR" title="Saveriano-2020-HFR"><p><span class="author"><span class="firstname">Matteo</span> <span class="surname">Saveriano</span></span>, <span class="author"><span class="firstname">Erwan</span> <span class="surname">Renaudo</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span> (editors), <span class="noparttitle">Human-Friendly Robotics 2020: 13th International Workshop</span>, <span class="pubdate">2021</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-030-71356-0"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | <title>Open Access</title> | + | |
- | <rect width="640" height="1000" fill="none"/> | + | |
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- | </svg> <a href="#Saveriano-2020-HFR">[Link]</a> <a href="https://link.springer.com/book/10.1007/978-3-030-71356-0">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Saveriano-2020-HFR', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li JOUR" id="Peer-2019-cb-software-impacts" title="Peer-2019-cb-software-impacts"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">conflicting_bundle.py - A python module to identify problematic layers in deep neural networks. </span>Software Impacts 7, <span class="pubdate">2021</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1016/j.simpa.2021.100053"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | <title>Open Access</title> | + | |
- | <rect width="640" height="1000" fill="none"/> | + | |
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- | <circle fill="#f68212" cx="321.01" cy="681.659" r="86.4287"/> | + | |
- | </svg> <a href="#Peer-2019-cb-software-impacts">[Link]</a> <a href="http://dx.doi.org/10.1016/j.simpa.2021.100053">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-cb-software-impacts', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-cb-software-impacts', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li CONF" id="Peer-2021-WACV" title="Peer-2021-WACV"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks | + | |
- | . </span><a href="https://openaccess.thecvf.com/content/WACV2021/html/Peer_Conflicting_Bundles_Adapting_Architectures_Towards_the_Improved_Training_of_Deep_WACV_2021_paper.html">IEEE/CVF Winter Conference on Applications of Computer Vision</a>, pp.256, <span class="pubdate">2021</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
- | <rect width="640" height="1000" fill="none"/> | + | |
- | <g stroke="#f68212" stroke-width="104.764" fill="none"> | + | |
- | <path d="M111.387,308.135V272.408A209.21,209.214 0 0,1 529.807,272.408V530.834"/> | + | |
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- | </g> | + | |
- | <circle fill="#f68212" cx="321.01" cy="681.659" r="86.4287"/> | + | |
- | </svg> <a href="#Peer-2021-WACV">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/2011.02956">[arXiv]</a> <a href="https://openaccess.thecvf.com/content/WACV2021/papers/Peer_Conflicting_Bundles_Adapting_Architectures_Towards_the_Improved_Training_of_Deep_WACV_2021_paper.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2021-WACV', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2021-WACV', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li JOUR" id="Peer-2019-capsule-limitations" title="Peer-2019-capsule-limitations"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Limitation of capsule networks. </span>Pattern Recognition Letters 144, pp.68-74, <span class="pubdate">2021</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1016/j.patrec.2021.01.017"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Elsevier" title="Elsevier copyright notice">Elsevier</a> <a href="#Peer-2019-capsule-limitations">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/1905.08744">[arXiv]</a> <a href="https://arxiv.org/abs/1905.08744">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-capsule-limitations', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-capsule-limitations', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li CONF" id="Stabinger-2020-NeurIPS" title="Stabinger-2020-NeurIPS"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Training of Feedforward Networks Fails on a Simple Parity-Task | + | |
- | . </span>NeurIPS 2020 Workshop: The pre-registration experiment, <span class="pubdate">2020</span>. <span class="actions"> <a href="#Stabinger-2020-NeurIPS">[Link]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2020-NeurIPS', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | + | ||
- | <li><div class="li JOUR" id="Tureckova-2020-Frontiers" title="Tureckova-2020-Frontiers"><p><span class="author"><span class="firstname">Alzbeta</span> <span class="surname">Tureckova</span></span>, <span class="author"><span class="firstname">Tomas</span> <span class="surname">Turecek</span></span>, <span class="author"><span class="firstname">Zuzana Komikova</span> <span class="surname">Oplatkova</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates. </span>Frontiers in Robotics and AI 7, <span class="pubdate">2020</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.3389/frobt.2020.00106"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Tureckova-2020-Frontiers">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Tureckova-2020-Frontiers.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Tureckova-2020-Frontiers', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Tureckova-2020-Frontiers', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Melotti-2020-IS" title="Melotti-2020-IS"><p><span class="author"><span class="firstname">Damiano</span> <span class="surname">Melotti</span></span>, <span class="author"><span class="firstname">Kevin</span> <span class="surname">Heimbach</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Nicola</span> <span class="surname">StrisciuglioNicola</span></span>, <span class="author"><span class="firstname">George</span> <span class="surname">Azzopardi</span></span>, <span class="parttitle">A robust contour detection operator with combined push-pull inhibition and surround suppression. </span>Information Sciences, <span class="pubdate">2020</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1016/j.ins.2020.03.026"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Melotti-2020-IS">[Link]</a> <a href="http://dx.doi.org/10.1016/j.ins.2020.03.026">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Melotti-2020-IS', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Melotti-2020-IS', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li MANSCPT" id="Stabinger-2020-arXiv:2001.10857" title="Stabinger-2020-arXiv:2001.10857"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="noparttitle">Evaluating the Progress of Deep Learning for Visual Relational Concepts</span>. <a href="https://arxiv.org/abs/2001.10857">arXiv:2001.10857</a>, <span class="pubdate">2020</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
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- | </svg> <a href="#Stabinger-2020-arXiv:2001.10857">[Link]</a> <a href="https://arxiv.org/abs/2001.10857">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2020-arXiv:2001.10857', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2020-arXiv:2001.10857', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Dick-2019-ICANN" title="Dick-2019-ICANN"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Tobias</span> <span class="surname">Dick</span></span>, <span class="parttitle">Capsule Networks for Attention Under Occlusion. </span><a href="https://e-nns.org/icann2019/">Artificial Neural Networks and Machine Learning – ICANN 2019</a>, pp. 523–534, <span class="pubdate">2019</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 11731. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-030-30493-5_50"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | <li><div class="li CONF" id="Ehrensperger-2019-ICANN" title="Ehrensperger-2019-ICANN"><p><span class="author"><span class="firstname">Gregor</span> <span class="surname">Ehrensperger</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">Evaluating CNNs on the Gestalt Principle of Closure. </span><a href="https://e-nns.org/icann2019/">Artificial Neural Networks and Machine Learning – ICANN 2019</a>, pp. 296–301, <span class="pubdate">2019</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 11727. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-030-30487-4_23"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Ehrensperger-2019-ICANN">[Link]</a> <a href="http://dx.doi.org/10.1007/978-3-030-30487-4_23">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Ehrensperger-2019-ICANN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Ehrensperger-2019-ICANN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Tureckova-2019-MICCAI" title="Tureckova-2019-MICCAI"><p><span class="author"><span class="firstname">Alzbeta</span> <span class="surname">Tureckova</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="parttitle">ISLES Challenge: U-Shaped Convolution Neural Network with Dilated Convolution for 3D Stroke Lesion Segmentation. </span><a href="http://www.brainlesion-workshop.org/">International MICCAI Brainlesion Workshop</a>, pp. 319–327, <span class="pubdate">2019</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-030-11723-8_32"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Tureckova-2019-MICCAI">[Link]</a> <a href="http://dx.doi.org/10.1007/978-3-030-11723-8_32">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Tureckova-2019-MICCAI', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Tureckova-2019-MICCAI', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li MANSCPT" id="Peer-2019-capsule-limitations" title="Peer-2019-capsule-limitations"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="noparttitle">Limitations of routing-by-agreement based capsule networks</span>. <a href="https://arxiv.org/abs/1905.08744">arXiv:1905.08744</a>, <span class="pubdate">2019</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
- | <rect width="640" height="1000" fill="none"/> | + | |
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- | </g> | + | |
- | <circle fill="#f68212" cx="321.01" cy="681.659" r="86.4287"/> | + | |
- | </svg> <a href="#Peer-2019-capsule-limitations">[Link]</a> <a href="https://arxiv.org/abs/1905.08744">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-capsule-limitations', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-capsule-limitations', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li MANSCPT" id="Peer-2019-gamma-capsules" title="Peer-2019-gamma-capsules"><p><span class="author"><span class="firstname">David</span> <span class="surname">Peer</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="noparttitle">Increasing the adversarial robustness and explainability of capsule networks with gamma-capsules</span>. <a href="https://arxiv.org/abs/1812.09707">arXiv:1812.09707</a>, <span class="pubdate">2019</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
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- | <circle fill="#f68212" cx="321.01" cy="681.659" r="86.4287"/> | + | |
- | </svg> <a href="#Peer-2019-gamma-capsules">[Link]</a> <a href="https://arxiv.org/abs/1812.09707">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-gamma-capsules', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Peer-2019-gamma-capsules', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Rezapour-2018-AR" title="Rezapour-2018-AR"><p><span class="author"><span class="firstname">Safoura</span> <span class="surname">Rezapour Lakani</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Towards affordance detection for robot manipulation using | + | |
- | affordance for parts and parts for affordance. </span>Autonomous Robots, <span class="pubdate">2018</span>, early access. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/s10514-018-9787-5"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Rezapour-2018-AR">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rezapour-2018-AR.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2018-AR', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2018-AR', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Rezapour-2018-RAL" title="Rezapour-2018-RAL"><p><span class="author"><span class="firstname">Safoura</span> <span class="surname">Rezapour Lakani</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Exercising Affordances of Objects: A Part-Based Approach. </span><a href="http://www.iros2018.org/">IEEE Robotics and Automation Letters</a> 3 (4), pp.¬†3465‚Äì3472, <span class="pubdate">2018</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1109/LRA.2018.2853639"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Rezapour-2018-RAL">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rezapour-2018-RAL.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2018-RAL', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2018-RAL', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rodriguez-2017-IPTA" title="Rodriguez-2017-IPTA"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Daly</span> <span class="surname">Chea</span></span>, <span class="author"><span class="firstname">George</span> <span class="surname">Azzopardi</span></span>, <span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="parttitle">A deep learning approach for detecting and correcting highlights in endoscopic images. </span><a href="http://www.ipta-conference.com/ipta17/">International Conference on Image Processing Theory, Tools and Applications.</a>, <span class="pubdate">2017</span>, to appear. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
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- | </svg> <a href="#Rodriguez-2017-IPTA">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2017-IPTA.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2017-IPTA', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2017-IPTA', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rezapour-2017-WACV" title="Rezapour-2017-WACV"><p><span class="author"><span class="firstname">Safoura</span> <span class="surname">Rezapour Lakani</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Can Affordances Guide Object Decomposition Into Semantically Meaningful Parts?. </span><a href="http://pamitc.org/wacv2017/">IEEE Winter Conference on Applications of Computer Vision</a>, <span class="pubdate">2017</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1109/WACV.2017.17"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Rezapour-2017-WACV">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rezapour-2017-WACV.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2017-WACV', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2017-WACV', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rodriguez-2016-ICANN" title="Rodriguez-2016-ICANN"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Sabine</span> <span class="surname">Oberleiter</span></span>, <span class="author"><span class="firstname">Hanchen</span> <span class="surname">Xiong</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Learning V4 curvature cell populations from sparse endstopped cells. </span><a href="http://icann2016.org/">Artificial Neural Networks and Machine Learning ‚Äì ICANN | + | |
- | 2016</a>, pp. 463–471, <span class="pubdate">2016</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 9887. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-44781-0_55"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Rodriguez-2016-ICANN">[Link]</a> <a href="http://dx.doi.org/10.1007/978-3-319-44781-0_55">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2016-ICANN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2016-ICANN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Stabinger-2016-ICANN" title="Stabinger-2016-ICANN"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">25 years of CNNs: Can we compare to human abstraction capabilities?. </span><a href="http://icann2016.org/">Artificial Neural Networks and Machine Learning ‚Äì ICANN 2016</a>, pp.¬†380‚Äì387, <span class="pubdate">2016</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 9887. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-44781-0_45"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Stabinger-2016-ICANN">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/1607.08366">[arXiv]</a> <a href="https://arxiv.org/abs/1607.08366">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2016-ICANN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2016-ICANN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rodriguez-2016-CLEF" title="Rodriguez-2016-CLEF"><p><span class="author"><span class="firstname">Sabrina</span> <span class="surname">Fontanella</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="parttitle">Kronecker decomposition for image classification. </span>Experimental IR Meets Multilinguality, | + | |
- | Multimodality, and Interaction – Proceedings of the 7th | + | |
- | International Conference of the CLEF Association, pp. 137–149, <span class="pubdate">2016</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 9822. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-44564-9_11"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Rodriguez-2016-CLEF">[Link]</a> <a href="http://dx.doi.org/10.1007/978-3-319-44564-9_11">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2016-CLEF', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2016-CLEF', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Hoyoux-2016-MVAP" title="Hoyoux-2016-MVAP"><p><span class="author"><span class="firstname">Thomas</span> <span class="surname">Hoyoux</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Can Computer Vision Problems Benefit from Structured | + | |
- | Hierarchical Classification?. </span>Machine Vision and Applications 27, pp. 1299–1312, <span class="pubdate">2016</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/s00138-016-0763-9"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Hoyoux-2016-MVAP">[Link]</a> <a href="http://link.springer.com/article/10.1007/s00138-016-0763-9">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Hoyoux-2016-MVAP', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Hoyoux-2016-MVAP', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Stabinger-2016-WACV" title="Stabinger-2016-WACV"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Monocular Obstacle Avoidance for Blind People using Probabilistic Focus of Expansion Estimation. </span><a href="http://www.wacv16.org/">IEEE Winter Conference on Applications of Computer Vision</a>, <span class="pubdate">2016</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1109/WACV.2016.7477608"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Stabinger-2016-WACV">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Stabinger-2016-WACV.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2016-WACV', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2016-WACV', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Stabinger-2015-BICT" title="Stabinger-2015-BICT"><p><span class="author"><span class="firstname">Sebastian</span> <span class="surname">Stabinger</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Learning Abstract Classes using Deep Learning. </span><a href="http://cmvc.bionetics.org/2015/show/home">The First International Workshop on Computational Models of the Visual Cortex</a>, <span class="pubdate">2015</span>. <span class="actions"> <a href="#Stabinger-2015-BICT">[Link]</a> <a title="arXiv" href="https://arxiv.org/abs/1606.05506">[arXiv]</a> <a href="https://arxiv.org/abs/1606.05506">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2015-BICT', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Stabinger-2015-BICT', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Rodriguez-2015-FrontComputNeurosci" title="Rodriguez-2015-FrontComputNeurosci"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Mazyar</span> <span class="surname">Fallah</span></span>, <span class="author"><span class="firstname">Ales</span> <span class="surname">Leonardis</span></span>, <span class="parttitle">Hierarchical object representations in the visual cortex and computer vision . </span>Frontiers in Computational Neuroscience 9 (142), <span class="pubdate">2015</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.3389/fncom.2015.00142"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg> <a href="#Rodriguez-2015-FrontComputNeurosci">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2015-FrontComputNeurosci.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-FrontComputNeurosci', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-FrontComputNeurosci', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rodriguez-2015-IROS" title="Rodriguez-2015-IROS"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">SCurV: A 3D Descriptor for Object Classification. </span><a href="http://www.iros2015.org/">IEEE/RSJ International Conference on | + | |
- | Intelligent Robots and Systems</a>, pp. 1320–1327, <span class="pubdate">2015</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1109/IROS.2015.7353539"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Rodriguez-2015-IROS">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2015-IROS.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-IROS', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-IROS', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Xiong-2015-FrontComputNeurosci" title="Xiong-2015-FrontComputNeurosci"><p><span class="author"><span class="firstname">Hanchen</span> <span class="surname">Xiong</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Diversity priors for learning early visual features. </span>Frontiers in Computational Neuroscience 9 (104), <span class="pubdate">2015</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.3389/fncom.2015.00104"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | <li><div class="li CONF" id="Rodriguez-2015-ImageCLEF" title="Rodriguez-2015-ImageCLEF"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Sabrina</span> <span class="surname">Fontanella</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="parttitle">IIS at ImageCLEF 2015: Multi-label classification | + | |
- | task. </span><a href="http://www.imageclef.org/2015">Conference and Labs of the Evaluation Forum</a>, <span class="pubdate">2015</span>. <span class="actions"> <svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 640 1000"> | + | |
- | <title>Open Access</title> | + | |
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- | </svg> <a href="#Rodriguez-2015-ImageCLEF">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2015-ImageCLEF.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-ImageCLEF', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2015-ImageCLEF', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Hoyoux-2015-CAIP" title="Hoyoux-2015-CAIP"><p><span class="author"><span class="firstname">Thomas</span> <span class="surname">Hoyoux</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="parttitle">Can Computer Vision Problems Benefit from Structured Hierarchical Classification?. </span><a href="http://caip.eu.org/caip2015/">Computer Analysis of Images and Patterns</a>, pp.¬†403‚Äì414, <span class="pubdate">2015</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 9257. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-23117-4_35"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Hoyoux-2015-CAIP">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Hoyoux-2015-CAIP.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Hoyoux-2015-CAIP', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Hoyoux-2015-CAIP', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Rezapour-2015-CRV" title="Rezapour-2015-CRV"><p><span class="author"><span class="firstname">Safoura</span> <span class="surname">Rezapour Lakani</span></span>, <span class="author"><span class="firstname">Mirela</span> <span class="surname">Popa</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">CPS: 3D Compositional Part Segmentation through Grasping. </span><a href="http://www.computerrobotvision.org/2015/">12th Conference on Computer and Robot Vision</a>, pp.¬†117‚Äì124, <span class="pubdate">2015</span>.<span class="honors"> Best Robotic Vision Paper Award.</span> <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1109/CRV.2015.24"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Rezapour-2015-CRV">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rezapour-2015-CRV.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2015-CRV', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2015-CRV', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Rodriguez-2014-KI" title="Rodriguez-2014-KI"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Heiko</span> <span class="surname">Neumann</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Beyond Simple and Complex Neurons: Towards | + | |
- | Intermediate-level Representations of Shapes and | + | |
- | Objects.. </span><a href="http://link.springer.com/journal/13218">Künstliche Intelligenz</a> 29, pp. 19–29, <span class="pubdate">2015</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/s13218-014-0341-0"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Rodriguez-2014-KI">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2014-KI.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2014-KI', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2014-KI', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CHAP" id="Rodriguez-2014-BrainComp" title="Rodriguez-2014-BrainComp"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Models of the Visual Cortex for Object Representation: | + | |
- | Learning and Wired Approaches. </span>In: <span class="author"><span class="firstname">Lucio</span> <span class="surname">Grandinetti</span></span>, <span class="author"><span class="firstname">Thomas</span> <span class="surname">Lippert</span></span>, <span class="author"><span class="firstname">Nicolai</span> <span class="surname">Petkov</span></span> (editors), Brain-Inspired Computing, pp. 51–62, <span class="pubdate">2014</span> (BrainComp 2013). Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a> 8603. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-12084-3_5"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Rodriguez-2014-BrainComp">[Link]</a> <a href="http://dx.doi.org/10.1007/978-3-319-12084-3_5">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2014-BrainComp', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2014-BrainComp', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li ABST" id="Rezapour-2014-PA" title="Rezapour-2014-PA"><p><span class="author"><span class="firstname">Safoura</span> <span class="surname">Rezapour-Lakani</span></span>, <span class="author"><span class="firstname">Mirela</span> <span class="surname">Popa</span></span>, <span class="author"><span class="firstname">Antonio J.</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Scale-Invariant, Unsupervised Part Decomposition of 3D Objects. </span><a href="https://computing.ece.vt.edu/~parikh/PnA2014/">Parts and Attributes</a>, <span class="pubdate">2014</span> (Workshop at ECCV). Extended Abstract. <span class="actions"> <a href="#Rezapour-2014-PA">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rezapour-2014-PA.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rezapour-2014-PA', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li ABST" id="Azzopardi-2014-ECVP" title="Azzopardi-2014-ECVP"><p><span class="author"><span class="firstname">George</span> <span class="surname">Azzopardi</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Nicolai</span> <span class="surname">Petkov</span></span>, <span class="parttitle">A computational model of push-pull inhibition of simple | + | |
- | cells with application to contour detection. </span><a href="http://ecvp2014.org/">Perception ECVP Abstract Supplement</a>, p. 163, <span class="pubdate">2014</span> (European Conference on Visual Perception). Extended Abstract. <span class="actions"> <a href="#Azzopardi-2014-ECVP">[Link]</a> <a href="javascript:void(0)" onclick="showHide('Azzopardi-2014-ECVP', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Azzopardi-2014-ECVP', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CONF" id="Xiong-2014-ICANN" title="Xiong-2014-ICANN"><p><span class="author"><span class="firstname">Hanchen</span> <span class="surname">Xiong</span></span>, <span class="author"><span class="firstname">Sandor</span> <span class="surname">Szedmak</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="parttitle">Towards Sparsity and Selectivity: Bayesian Learning of | + | |
- | Restricted Boltzmann Machine for Early Visual Features. </span><a href="http://icann2014.org/">24th International Conference on Artificial | + | |
- | Neural Networks</a>, pp. 419–426, <span class="pubdate">2014</span>. Springer <a href="http://www.springer.de/comp/lncs/">LNCS</a>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1007/978-3-319-11179-7_53"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a href="#Xiong-2014-ICANN">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Xiong-2014-ICANN.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Xiong-2014-ICANN', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Xiong-2014-ICANN', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li JOUR" id="Azzopardi-2014-PLoSONE" title="Azzopardi-2014-PLoSONE"><p><span class="author"><span class="firstname">George</span> <span class="surname">Azzopardi</span></span>, <span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">Justus</span> <span class="surname">Piater</span></span>, <span class="author"><span class="firstname">Nicolai</span> <span class="surname">Petkov</span></span>, <span class="parttitle">A push-pull CORF model of a simple cell with antiphase | + | |
- | inhibition improves SNR and contour detection. </span>PLoS ONE 9 (7), <span class="pubdate">2014</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.1371/journal.pone.0098424"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | <title>Open Access</title> | + | |
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- | </svg> <a href="#Azzopardi-2014-PLoSONE">[Link]</a> <a href="http://dx.doi.org/10.1371/journal.pone.0098424">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Azzopardi-2014-PLoSONE', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Azzopardi-2014-PLoSONE', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
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- | Vision: An Interdisciplinary Perspective, pp. 429–442, <span class="pubdate">2013</span>. Springer Advances in Computer Vision and Pattern | + | |
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- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.Springer" title="Springer-Verlag copyright notice">© Springer-Verlag</a> <a title="publisher’s home of this publication" href="http://www.springer.com/computer/image+processing/book/978-1-4471-5194-4">[home]</a> <a href="#Rodriguez-2013-VisualShape">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Rodriguez-2013-VisualShape.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2013-VisualShape', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2013-VisualShape', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
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- | <circle style="fill:#fcb425" cx="65" cy="65" r="64"/> | + | |
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- | </svg></a> <a href="#copyright.notice.IEEE" title="IEEE copyright notice">© IEEE</a> <a href="#Kruger-2013-TPAMI">[Link]</a> <a href="https://iis.uibk.ac.at/public/papers/Kruger-2013-TPAMI.pdf">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Kruger-2013-TPAMI', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Kruger-2013-TPAMI', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
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- | </svg> <a href="#Rodriguez-2012-PLoSONE">[Link]</a> <a href="http://dx.doi.org/10.1371/journal.pone.0042058">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2012-PLoSONE', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2012-PLoSONE', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <li><div class="li CHAP" id="Rodriguez-2012-ShapeTunedComputations" title="Rodriguez-2012-ShapeTunedComputations"><p><span class="author"><span class="firstname">Antonio</span> <span class="surname">Rodríguez-Sánchez</span></span>, <span class="author"><span class="firstname">John</span> <span class="surname">Tsotsos</span></span>, <span class="parttitle">The roles of endstopped and curvature tuned computations | + | |
- | in a hierarchical representation of 2D shape. </span>In: <span class="author"><span class="firstname">M.</span> <span class="surname">Pomplun</span></span>, <span class="author"><span class="firstname">J.</span> <span class="surname">Suzuki</span></span> (editors), Developing and Applying Biologically-inspired | + | |
- | Vision Systems: Interdisciplinary concepts, pp. 184–207, <span class="pubdate">2012</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/10.4018/978-1-4666-2539-6.ch008"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | |
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- | </svg></a> <a href="#Rodriguez-2012-ShapeTunedComputations">[Link]</a> <a href="http://dx.doi.org/10.4018/978-1-4666-2539-6.ch008">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2012-ShapeTunedComputations', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Rodriguez-2012-ShapeTunedComputations', 'BibTeX')">[BibTeX]</a></span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos. The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations. Proc. IEEE Computer Vision and Pattern Recognition, 4321-4326. <a href="https://ieeexplore.ieee.org/document/5995671">[Link]</a></span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez. Intermediate Visual Representations for Attentive Recognition Systems. PhD Thesis, York University Technical report CSE-2010-06. September 2010</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos, Stefan Treue, Julio Martinez-Trujillo. Comparing neuronal and behavioral thresholds for spiral motion discrimination, Neuroreport 20(18): 1613-1618, December 2009.</span></p></div></li> | + | |
- | <a><span><p><div><li>John K. Tsotsos, Antonio Rodríguez-Sánchez, Albert Rothenstein, Eugene Simine. Different Binding Strategies for the Different Stages of Visual Recognition, Brain Research. 2008 <a href="https://iis.uibk.ac.at/public/antonio/TsotsosetalBVAI2007.pdf">[PDF]</span></p></div></li> | + | |
- | <a><span><p><div><li>Albert Rothenstein, Antonio Rodríguez-Sánchez, Eugene Simine, John K. Tsotsos. Visual Feature Binding within the Selective Tuning Attention Framework, Int. J. Pattern Recognition and Artificial Intelligence - Special Issue on Brain, Vision and Artificial Intelligence, 22(5), 2008 p. 861-881</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, Eugene Simine, John K. Tsotsos. Attention and Visual Search, International Journal of Neural Systems, Vol. 17, No. 4, August 2007</span></p></div></li> | + | |
- | <a><span><p><div><li>John Tsotsos, Antonio Rodríguez-Sánchez, Albert Rothenstein, Eugene Simine. Different Binding Strategies for the Different Stages of Visual Recognition. Brain, Vision and Artificial Intelligence 2007, Naples, Italy.</span></p></div></li> | + | |
- | <a><span><p><div><li>Eugene Simine, Antonio Rodríguez-Sánchez, John K. Tsotsos. Visual Search vith Selective Tuning. Vision Sciences Society 2007, Sarasota (USA)</span></p></div></li> | + | |
- | <a><span><p><div><li>John K. Tsotsos, Antonio Rodríguez-Sánchez, Albert Rothenstein, Eugene Simine. The Different Stages of Visual Recognition Requieres Different Binding Strategies. Center for Vision Research 2007, Toronto (Canada)</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, Eugene Simine, John K. Tsotsos. Feature Conjunctions in Serial Visual Search. International Conference on Artificial Neural Networks, 10-14 September 2006, Athens (Greece)</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, Eugene Simine, John K. Tsotsos. Feature Conjunctions in Serial Visual Search. International Conference on Artificial Neural Networks, 10-14 September 2006, Athens (Greece)</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos. A System for Biologically Plausible Object Recognition. IS 2005, 16th Annual Canadian Conference on Intelligent Systems, Quebec (Canada)</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos, Julio Martinez-Trujillo. Velocity gradient information influences optical flow processing in human observers. Vision Sciences Society 2004, Sarasota (USA).</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John Tsotsos, Julio Martinez-Trujillo (2004). Velocity gradient information influences optical flow processing in human observers [Abstract]. Journal of Vision, 4(8)</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos. Attention, Visual Search and Object Recognition. Technical Report. York University</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, Douglas O. Cheyne, John K. Tsotsos, Julio Martinez-Trujillo. Speed gradient information influences optical flow processing in human observers. Society for Neuroscience 2003, Saint Louis (USA).</span></p></div></li> | + | |
- | <a><span><p><div><li>Antonio Rodríguez-Sánchez, John K. Tsotsos, Martínez-Trujillo. Speed gradients improve human ability to discriminate among optical flow stimuli. Center for Vision Research 2003, Toronto (Canada).</span></p></div></li> | + | |
- | <a><span><p><div><li>Alberto D. Pascual-Montano, Angela Sesto, Antonio Rodríguez-Sánchez, Manuel Navarro, Juan L. Jorcano, Jose M. Carazo. Density Estimator Self-Organizing Map for Gene Expression Analysis. ISMB 2002. </span></p></div></li> | + | |
- | + | ||
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=== Supervised Theses === | === Supervised Theses === |