PUMA publications for /https://puma.uni-kassel.de/PUMA RSS feed for /2024-03-28T19:43:05+01:00- DADO – Low-Cost Query Strategies for Deep Active Design Optimizationhttps://puma.uni-kassel.de/bibtex/2e6ecfa5a1489519a2c4c3b9f08ceb2ee/04068750040687502024-03-21T17:06:48+01:00imported itegpub isac-www Self-Optimization Self-Supervised-Learning Design-Optimization Active-Learning Numerical-Simulation <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jens Decke" itemprop="url" href="https://puma.uni-kassel.de/author/Jens%20Decke"><span itemprop="name">J. Decke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christian Gruhl" itemprop="url" href="https://puma.uni-kassel.de/author/Christian%20Gruhl"><span itemprop="name">C. Gruhl</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lukas Rauch" itemprop="url" href="https://puma.uni-kassel.de/author/Lukas%20Rauch"><span itemprop="name">L. Rauch</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="https://puma.uni-kassel.de/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<a href="https://puma.uni-kassel.de/bibtex/2e6ecfa5a1489519a2c4c3b9f08ceb2ee/04068750"><i>DADO – Low-Cost Query Strategies for Deep Active Design Optimization.</i></a><em><span itemprop="name">International Conference on Machine Learning and Applications (ICMLA)</span>, </em><em>page <span itemprop="pagination">1611--1618</span>. </em><em><span itemprop="publisher">IEEE</span>, </em>
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<a href="https://puma.uni-kassel.de/user/04068750/imported">imported</a> <a href="https://puma.uni-kassel.de/user/04068750/itegpub">itegpub</a> <a href="https://puma.uni-kassel.de/user/04068750/isac-www">isac-www</a> <a href="https://puma.uni-kassel.de/user/04068750/Self-Optimization">Self-Optimization</a> <a href="https://puma.uni-kassel.de/user/04068750/Self-Supervised-Learning">Self-Supervised-Learning</a> <a href="https://puma.uni-kassel.de/user/04068750/Design-Optimization">Design-Optimization</a> <a href="https://puma.uni-kassel.de/user/04068750/Active-Learning">Active-Learning</a> <a href="https://puma.uni-kassel.de/user/04068750/Numerical-Simulation">Numerical-Simulation</a>]
- Towards Few-Shot Time Series Anomaly Detection with Temporal Attention and Dynamic Thresholdinghttps://puma.uni-kassel.de/bibtex/2a4a29acb67656f837ca6e532fc88958d/04068750040687502024-03-21T17:06:17+01:00imported itegpub isac-www few-shot learning anomaly detection temporal attention dynamic thresholding <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Chandana Priya Nivarthi" itemprop="url" href="https://puma.uni-kassel.de/author/Chandana%20Priya%20Nivarthi"><span itemprop="name">C. Nivarthi</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="https://puma.uni-kassel.de/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<a href="https://puma.uni-kassel.de/bibtex/2a4a29acb67656f837ca6e532fc88958d/04068750"><i>Towards Few-Shot Time Series Anomaly Detection with Temporal Attention and Dynamic Thresholding.</i></a><em><span itemprop="name">International Conference on Machine Learning and Applications (ICMLA)</span>, </em><em>page <span itemprop="pagination">1444--1450</span>. </em><em><span itemprop="publisher">IEEE</span>, </em>
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<a href="https://puma.uni-kassel.de/user/04068750/imported">imported</a> <a href="https://puma.uni-kassel.de/user/04068750/itegpub">itegpub</a> <a href="https://puma.uni-kassel.de/user/04068750/isac-www">isac-www</a> <a href="https://puma.uni-kassel.de/user/04068750/few-shot">few-shot</a> <a href="https://puma.uni-kassel.de/user/04068750/learning">learning</a> <a href="https://puma.uni-kassel.de/user/04068750/anomaly">anomaly</a> <a href="https://puma.uni-kassel.de/user/04068750/detection">detection</a> <a href="https://puma.uni-kassel.de/user/04068750/temporal">temporal</a> <a href="https://puma.uni-kassel.de/user/04068750/attention">attention</a> <a href="https://puma.uni-kassel.de/user/04068750/dynamic">dynamic</a> <a href="https://puma.uni-kassel.de/user/04068750/thresholding">thresholding</a>]
- Context Information for Corner Case Detection in Highly Automated Drivinghttps://puma.uni-kassel.de/bibtex/26a9cc7dc53de472e969176e9fa8a4f32/04068750040687502024-03-21T16:59:33+01:00imported itegpub isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Florian Heidecker" itemprop="url" href="https://puma.uni-kassel.de/author/Florian%20Heidecker"><span itemprop="name">F. Heidecker</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tobias Susetzky" itemprop="url" href="https://puma.uni-kassel.de/author/Tobias%20Susetzky"><span itemprop="name">T. Susetzky</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Erich Fuchs" itemprop="url" href="https://puma.uni-kassel.de/author/Erich%20Fuchs"><span itemprop="name">E. Fuchs</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="https://puma.uni-kassel.de/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<a href="https://puma.uni-kassel.de/bibtex/26a9cc7dc53de472e969176e9fa8a4f32/04068750"><i>Context Information for Corner Case Detection in Highly Automated Driving.</i></a><em><span itemprop="name">IEEE International Conference on Intelligent Transportation Systems (ITSC)</span>, </em><em>page <span itemprop="pagination">1522--1529</span>. </em><em><span itemprop="publisher">IEEE</span>, </em>
[<a href="https://puma.uni-kassel.de/">PUMA</a>:
<a href="https://puma.uni-kassel.de/user/04068750/imported">imported</a> <a href="https://puma.uni-kassel.de/user/04068750/itegpub">itegpub</a> <a href="https://puma.uni-kassel.de/user/04068750/isac-www">isac-www</a>]
- Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Networkhttps://puma.uni-kassel.de/bibtex/2cd51b29eef2304afa558a492070b5433/04068750040687502024-03-21T16:17:51+01:00imported itegpub isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alice Moallemy-Oureh" itemprop="url" href="https://puma.uni-kassel.de/author/Alice%20Moallemy-Oureh"><span itemprop="name">A. Moallemy-Oureh</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Silvia Beddar-Wiesing" itemprop="url" href="https://puma.uni-kassel.de/author/Silvia%20Beddar-Wiesing"><span itemprop="name">S. Beddar-Wiesing</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rüdiger Nather" itemprop="url" href="https://puma.uni-kassel.de/author/R%c3%bcdiger%20Nather"><span itemprop="name">R. Nather</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Josephine Thomas" itemprop="url" href="https://puma.uni-kassel.de/author/Josephine%20Thomas"><span itemprop="name">J. Thomas</span></a></span>. </span>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<a href="https://puma.uni-kassel.de/bibtex/2cd51b29eef2304afa558a492070b5433/04068750"><i>Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network.</i></a><em><span itemprop="name">Workshop on Temporal Graph Learning (TGL), NeurIPS</span>, </em><em>page <span itemprop="pagination">1--7</span>. </em>
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- Graph Pooling Provably Improves Expressivityhttps://puma.uni-kassel.de/bibtex/2e1ea17f1ffa6ae37f7e79d245f6b5d6b/04068750040687502024-03-21T16:12:15+01:00imported itegpub isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Veronica Lachi" itemprop="url" href="https://puma.uni-kassel.de/author/Veronica%20Lachi"><span itemprop="name">V. Lachi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alice Moallemy-Oureh" itemprop="url" href="https://puma.uni-kassel.de/author/Alice%20Moallemy-Oureh"><span itemprop="name">A. Moallemy-Oureh</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Roth" itemprop="url" href="https://puma.uni-kassel.de/author/Andreas%20Roth"><span itemprop="name">A. Roth</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Pascal Welke" itemprop="url" href="https://puma.uni-kassel.de/author/Pascal%20Welke"><span itemprop="name">P. Welke</span></a></span>. </span>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<a href="https://puma.uni-kassel.de/bibtex/2e1ea17f1ffa6ae37f7e79d245f6b5d6b/04068750"><i>Graph Pooling Provably Improves Expressivity.</i></a><em><span itemprop="name">Workshop on New Frontiers in Graph Learning, NeurIPS</span>, </em><em>page <span itemprop="pagination">1--7</span>. </em>
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