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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">Rodr√≠guez-S√°nchez</span></span>, <span class="parttitle">Greedy-layer pruning: Speeding up transformer models for natural language processing. </span>Patterm Recognition Letters 157, p.¬†76, <span class="pubdate">2022</span>. <span class="actions"> <a title="DOI" href="http://dx.doi.org/2105.14839v2"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> | + | <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"><svg xmlns="http://www.w3.org/2000/svg" class="inlinelogo" viewBox="0 0 130 130"> |
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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> | </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> | ||
- | <div><ol><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">Rodr√≠guez-S√°nchez</span></span>, <span class="parttitle">Deep Learning for Fast Segmentation of Ewaste Devices Inner Parts in a Recycling Scenario. </span> | + | <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> | + | 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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+ | </svg> <a href="#Gugglberger-2021-residual-capsules">[Link]</a> <a href="https://arxiv.org/abs/2104.07393">[PDF]</a> <a href="javascript:void(0)" onclick="showHide('Gugglberger-2021-residual-capsules', 'Abstract')">[Abstract]</a> <a href="javascript:void(0)" onclick="showHide('Gugglberger-2021-residual-capsules', 'BibTeX')">[BibTeX]</a></span></p></div></li> | ||
+ | |||
+ | <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"> | ||
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+ | |||
+ | <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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+ | |||
+ | <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"> | ||
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+ | </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> | ||
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+ | </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"> | ||
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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> | ||
- | <div><ol> | ||
<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"> | <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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