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<r><article key="journals/cviu/ConinckGDBCLS26" mdate="2026-04-26">
<author orcid="0000-0003-3070-9814" pid="305/0595">Sander De Coninck</author>
<author pid="252/8789">Emilio Gamba</author>
<author pid="309/5973">Bart Van Doninck</author>
<author pid="157/0679">Abdellatif Bey-Temsamani</author>
<author pid="338/1490">Thorsten Cardoen</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Securing workers and workspaces: Contextual privacy for vision-based ergonomics.</title>
<year>2026</year>
<pages>104675</pages>
<volume>265</volume>
<journal>Comput. Vis. Image Underst.</journal>
<ee>https://doi.org/10.1016/j.cviu.2026.104675</ee>
<url>db/journals/cviu/cviu265.html#ConinckGDBCLS26</url>
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<r><article publtype="informal" key="journals/corr/abs-2601-11290" mdate="2026-02-16">
<author pid="413/3781">Vishisht Sharma</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="234/5791">Lisa Landuyt</author>
<author pid="187/0197">Nick Witvrouwen</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Efficient On-Board Processing of Oblique UAV Video for Rapid Flood Extent Mapping.</title>
<year>2026</year>
<month>January</month>
<volume>abs/2601.11290</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2601.11290</ee>
<url>db/journals/corr/corr2601.html#abs-2601-11290</url>
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<r><article publtype="informal" key="journals/corr/abs-2602-00116" mdate="2026-03-11">
<author pid="429/1661">Hanne Dejonghe</author>
<author pid="169/0834">Sam Leroux</author>
<title>THDC: Training Hyperdimensional Computing Models with Backpropagation.</title>
<year>2026</year>
<month>February</month>
<volume>abs/2602.00116</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2602.00116</ee>
<url>db/journals/corr/corr2602.html#abs-2602-00116</url>
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<r><article publtype="informal" key="journals/corr/abs-2603-24327" mdate="2026-04-15">
<author pid="397/7589">Ciem Cornelissen</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Le MuMo JEPA: Multi-Modal Self-Supervised Representation Learning with Learnable Fusion Tokens.</title>
<year>2026</year>
<month>March</month>
<volume>abs/2603.24327</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2603.24327</ee>
<url>db/journals/corr/corr2603.html#abs-2603-24327</url>
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<r><article key="journals/cea/CardoenCATLS25" mdate="2026-02-01">
<author orcid="0000-0002-1991-2478" pid="338/1490">Thorsten Cardoen</author>
<author pid="408/6304">Patricia Soster de Carvalho</author>
<author pid="408/5822">Gunther Antonissen</author>
<author orcid="0000-0002-1348-218X" pid="187/0593">Frank Andr&#233; Maurice Tuyttens</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Multi-camera detection and tracking for individual broiler monitoring.</title>
<pages>110435</pages>
<year>2025</year>
<volume>237</volume>
<journal>Comput. Electron. Agric.</journal>
<ee>https://doi.org/10.1016/j.compag.2025.110435</ee>
<url>db/journals/cea/cea237.html#CardoenCATLS25</url>
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<r><article key="journals/computing/KatareLJD25" mdate="2025-04-01">
<author orcid="0000-0002-3412-7603" pid="247/8621">Dewant Katare</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="j/MarijnJanssen">Marijn Janssen</author>
<author orcid="0000-0003-4173-031X" pid="127/2803">Aaron Yi Ding</author>
<title>Approximating vision transformers for edge: variational inference and mixed-precision for multi-modal data.</title>
<pages>71</pages>
<year>2025</year>
<month>February</month>
<volume>107</volume>
<journal>Computing</journal>
<number>2</number>
<ee>https://doi.org/10.1007/s00607-025-01427-w</ee>
<url>db/journals/computing/computing107.html#KatareLJD25</url>
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<r><article key="journals/internet/PeltonenBBBDDIKKLMMMPRR25" mdate="2025-11-02">
<author orcid="0000-0002-3374-671X" pid="164/6615">Ella Peltonen</author>
<author orcid="0000-0001-6662-704X" pid="18/5065">Suzan Bayhan</author>
<author orcid="0000-0002-7524-3256" pid="83/10278">David Bermbach</author>
<author orcid="0000-0002-2780-3618" pid="210/4306">Sebastian Buschj&#228;ger</author>
<author orcid="0000-0001-7054-3770" pid="36/9080">Victoria Degeler</author>
<author orcid="0000-0003-4173-031X" pid="127/2803">Aaron Yi Ding</author>
<author orcid="0000-0002-6229-7343" pid="34/197">&#214;zlem Durmaz Incel</author>
<author orcid="0000-0002-3412-7603" pid="247/8621">Dewant Katare</author>
<author orcid="0000-0001-5124-744X" pid="46/4362">Mikkel Baun Kj&#230;rgaard</author>
<author orcid="0000-0003-3792-5026" pid="169/0834">Sam Leroux</author>
<author orcid="0000-0003-2760-7139" pid="33/3519">Toktam Mahmoodi</author>
<author pid="16/2962">Zolt&#225;n &#193;d&#225;m Mann</author>
<author orcid="0000-0002-8379-770X" pid="m/NirvanaMeratnia">Nirvana Meratnia</author>
<author orcid="0000-0002-2043-4469" pid="p/AndyDPimentel">Andy D. Pimentel</author>
<author orcid="0000-0003-3791-7114" pid="21/4498">Jan S. Rellermeyer</author>
<author orcid="0000-0002-4133-394X" pid="01/6018">Etienne Rivi&#232;re</author>
<author orcid="0000-0003-3590-0394" pid="213/8316">Dolly Sapra</author>
<author orcid="0000-0002-5341-7913" pid="122/5231">G&#252;rkan Solmaz</author>
<author orcid="0009-0007-3037-036X" pid="117/7711">Bram van der Waaij</author>
<title>Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum.</title>
<pages>8-18</pages>
<year>2025</year>
<month>March - April</month>
<volume>29</volume>
<journal>IEEE Internet Comput.</journal>
<number>2</number>
<ee type="oa">https://doi.org/10.1109/MIC.2025.3566642</ee>
<url>db/journals/internet/internet29.html#PeltonenBBBDDIKKLMMMPRR25</url>
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<r><article key="journals/iotj/CornelissenCWLS25" mdate="2025-12-15">
<author orcid="0009-0003-0149-6722" pid="397/7589">Ciem Cornelissen</author>
<author orcid="0000-0003-3070-9814" pid="305/0595">Sander De Coninck</author>
<author orcid="0000-0002-3893-5632" pid="414/5482">Axel Willekens</author>
<author orcid="0000-0003-3792-5026" pid="169/0834">Sam Leroux</author>
<author orcid="0000-0002-9569-9373" pid="10/3654">Pieter Simoens</author>
<title>In-Field Mapping of Grape Yield and Quality With Illumination-Invariant Deep Learning.</title>
<pages>49207-49220</pages>
<year>2025</year>
<month>dec1</month>
<volume>12</volume>
<journal>IEEE Internet Things J.</journal>
<number>23</number>
<ee>https://doi.org/10.1109/JIOT.2025.3617805</ee>
<url>db/journals/iotj/iotj12.html#CornelissenCWLS25</url>
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<r><article key="journals/ml/BaertMLS25" mdate="2025-04-01">
<author orcid="0000-0002-2413-5298" pid="283/6046">Mattijs Baert</author>
<author pid="266/6084">Pietro Mazzaglia</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Maximum causal entropy inverse constrained reinforcement learning.</title>
<pages>103</pages>
<year>2025</year>
<month>April</month>
<volume>114</volume>
<journal>Mach. Learn.</journal>
<number>4</number>
<ee>https://doi.org/10.1007/s10994-024-06653-5</ee>
<url>db/journals/ml/ml114.html#BaertMLS25</url>
<stream>streams/journals/ml</stream>
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<r><article key="journals/nca/LerouxCSS25" mdate="2025-08-17">
<author orcid="0000-0003-3792-5026" pid="169/0834">Sam Leroux</author>
<author pid="397/7589">Ciem Cornelissen</author>
<author pid="413/3781">Vishisht Sharma</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Computational fairness in adaptive neural networks.</title>
<pages>19445-19460</pages>
<year>2025</year>
<month>August</month>
<volume>37</volume>
<journal>Neural Comput. Appl.</journal>
<number>23</number>
<ee>https://doi.org/10.1007/s00521-025-11407-y</ee>
<url>db/journals/nca/nca37.html#LerouxCSS25</url>
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<r><inproceedings key="conf/iccae/BoothLVVBBP25" mdate="2025-10-14">
<author orcid="0000-0001-9228-4810" pid="76/9775">Brian G. Booth</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="321/2847">Dries Verhees</author>
<author orcid="0000-0001-8346-131X" pid="389/5089">Mathieu Vandecasteele</author>
<author pid="348/5160">Cyril Blanc</author>
<author pid="157/0679">Abdellatif Bey-Temsamani</author>
<author pid="77/6482">Wilfried Philips</author>
<title>Hybrid Data Fusion for Low-Cost High-Speed Monitoring in Powder Bed Fusion 3D Printing.</title>
<pages>279-286</pages>
<year>2025</year>
<booktitle>ICCAE</booktitle>
<ee>https://doi.org/10.1109/ICCAE64891.2025.10980583</ee>
<crossref>conf/iccae/2025</crossref>
<url>db/conf/iccae/iccae2025.html#BoothLVVBBP25</url>
</inproceedings>
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<r><inproceedings key="conf/icra/BaertLS25" mdate="2025-10-01">
<author pid="283/6046">Mattijs Baert</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Learning Task Specifications from Demonstrations as Probabilistic Automata.</title>
<pages>8267-8274</pages>
<year>2025</year>
<booktitle>ICRA</booktitle>
<ee>https://doi.org/10.1109/ICRA55743.2025.11128815</ee>
<crossref>conf/icra/2025</crossref>
<url>db/conf/icra/icra2025.html#BaertLS25</url>
<stream>streams/conf/icra</stream>
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<r><inproceedings key="conf/wacv/CornelissenLS25" mdate="2025-05-28">
<author pid="397/7589">Ciem Cornelissen</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data.</title>
<pages>422-431</pages>
<year>2025</year>
<booktitle>WACV (Workshops)</booktitle>
<ee>https://doi.org/10.1109/WACVW65960.2025.00053</ee>
<crossref>conf/wacv/2025w</crossref>
<url>db/conf/wacv/wacv2025w.html#CornelissenLS25</url>
</inproceedings>
</r>
<r><inproceedings key="conf/wacv/ConinckLS25" mdate="2025-11-15">
<author orcid="0000-0003-3070-9814" pid="305/0595">Sander De Coninck</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Exploring Correlated Facial Attributes in Text-to-Image Models: Unintended Consequences in Synthetic Face Generation.</title>
<pages>1302-1311</pages>
<year>2025</year>
<booktitle>WACV (Workshops)</booktitle>
<ee>https://doi.org/10.1109/WACVW65960.2025.00153</ee>
<crossref>conf/wacv/2025w</crossref>
<url>db/conf/wacv/wacv2025w.html#ConinckLS25</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2501-10199" mdate="2025-02-21">
<author pid="397/7589">Ciem Cornelissen</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data.</title>
<year>2025</year>
<month>January</month>
<volume>abs/2501.10199</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2501.10199</ee>
<url>db/journals/corr/corr2501.html#abs-2501-10199</url>
<stream>streams/journals/corr</stream>
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</r>
<r><article publtype="informal" key="journals/corr/abs-2505-07306" mdate="2025-06-23">
<author pid="305/0595">Sander De Coninck</author>
<author pid="252/8789">Emilio Gamba</author>
<author pid="309/5973">Bart Van Doninck</author>
<author pid="157/0679">Abdellatif Bey-Temsamani</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Enabling Privacy-Aware AI-Based Ergonomic Analysis.</title>
<year>2025</year>
<month>May</month>
<volume>abs/2505.07306</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2505.07306</ee>
<url>db/journals/corr/corr2505.html#abs-2505-07306</url>
<stream>streams/journals/corr</stream>
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</r>
<r><article publtype="informal" key="journals/corr/abs-2509-20269" mdate="2025-10-18">
<author pid="392/4498">Matteo Cardoni</author>
<author pid="169/0834">Sam Leroux</author>
<title>Predictive Coding-based Deep Neural Network Fine-tuning for Computationally Efficient Domain Adaptation.</title>
<year>2025</year>
<month>September</month>
<volume>abs/2509.20269</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2509.20269</ee>
<url>db/journals/corr/corr2509.html#abs-2509-20269</url>
<stream>streams/journals/corr</stream>
</article>
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<r><article publtype="informal" key="journals/corr/abs-2510-04864" mdate="2025-11-09">
<author pid="397/7589">Ciem Cornelissen</author>
<author pid="305/0595">Sander De Coninck</author>
<author pid="414/5482">Axel Willekens</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>In-Field Mapping of Grape Yield and Quality with Illumination-Invariant Deep Learning.</title>
<year>2025</year>
<month>October</month>
<volume>abs/2510.04864</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2510.04864</ee>
<url>db/journals/corr/corr2510.html#abs-2510-04864</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2512-09463" mdate="2026-01-23">
<author pid="305/0595">Sander De Coninck</author>
<author pid="252/8789">Emilio Gamba</author>
<author pid="309/5973">Bart Van Doninck</author>
<author pid="157/0679">Abdellatif Bey-Temsamani</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Privacy-Preserving Computer Vision for Industry: Three Case Studies in Human-Centric Manufacturing.</title>
<year>2025</year>
<month>December</month>
<volume>abs/2512.09463</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2512.09463</ee>
<url>db/journals/corr/corr2512.html#abs-2512-09463</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article key="journals/apin/ConinckWLS24" mdate="2024-07-04">
<author orcid="0000-0003-3070-9814" pid="305/0595">Sander De Coninck</author>
<author orcid="0000-0002-0912-8532" pid="85/9326">Wei-Cheng Wang</author>
<author orcid="0000-0003-3792-5026" pid="169/0834">Sam Leroux</author>
<author orcid="0000-0002-9569-9373" pid="10/3654">Pieter Simoens</author>
<title>Privacy-preserving visual analysis: training video obfuscation models without sensitive labels.</title>
<pages>6041-6052</pages>
<year>2024</year>
<month>April</month>
<volume>54</volume>
<journal>Appl. Intell.</journal>
<number>8</number>
<ee>https://doi.org/10.1007/s10489-024-05489-9</ee>
<url>db/journals/apin/apin54.html#ConinckWLS24</url>
</article>
</r>
<r><article key="journals/firai/WangCLS24" mdate="2025-09-06">
<author orcid="0000-0002-0912-8532" pid="85/9326">Wei-Cheng Wang</author>
<author pid="305/0595">Sander De Coninck</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data.</title>
<year>2024</year>
<volume>11</volume>
<journal>Frontiers Robotics AI</journal>
<ee type="oa">https://doi.org/10.3389/frobt.2024.1490718</ee>
<url>db/journals/firai/firai11.html#WangCLS24</url>
<stream>streams/journals/firai</stream>
</article>
</r>
<r><inproceedings key="conf/cvpr/ConinckLS22" mdate="2025-03-03">
<author orcid="0000-0003-3070-9814" pid="305/0595">Sander De Coninck</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Mitigating Bias Using Model-Agnostic Data Attribution.</title>
<pages>235-243</pages>
<year>2024</year>
<booktitle>CVPR Workshops</booktitle>
<ee>https://doi.org/10.1109/CVPRW63382.2024.00028</ee>
<crossref>conf/cvpr/2024w</crossref>
<url>db/conf/cvpr/cvprw2024.html#ConinckLS22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/cvpr/LerouxKDS22" mdate="2025-03-03">
<author pid="169/0834">Sam Leroux</author>
<author orcid="0000-0002-3412-7603" pid="247/8621">Dewant Katare</author>
<author orcid="0000-0003-4173-031X" pid="127/2803">Aaron Yi Ding</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Test-time Specialization of Dynamic Neural Networks.</title>
<pages>1048-1056</pages>
<year>2024</year>
<booktitle>CVPR Workshops</booktitle>
<ee>https://doi.org/10.1109/CVPRW63382.2024.00111</ee>
<crossref>conf/cvpr/2024w</crossref>
<url>db/conf/cvpr/cvprw2024.html#LerouxKDS22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/cvpr/LerouxVS22" mdate="2024-10-10">
<author pid="169/0834">Sam Leroux</author>
<author pid="386/9215">Stijn Vanassche</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Multi-bit, Black-box Watermarking of Deep Neural Networks in Embedded Applications.</title>
<pages>2121-2130</pages>
<year>2024</year>
<booktitle>CVPR Workshops</booktitle>
<ee>https://doi.org/10.1109/CVPRW63382.2024.00217</ee>
<crossref>conf/cvpr/2024w</crossref>
<url>db/conf/cvpr/cvprw2024.html#LerouxVS22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/cvpr/CardoenLS22" mdate="2024-10-10">
<author pid="338/1490">Thorsten Cardoen</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Label Efficient Lifelong Multi-View Broiler Detection.</title>
<pages>5393-5402</pages>
<year>2024</year>
<booktitle>CVPR Workshops</booktitle>
<ee>https://doi.org/10.1109/CVPRW63382.2024.00548</ee>
<crossref>conf/cvpr/2024w</crossref>
<url>db/conf/cvpr/cvprw2024.html#CardoenLS22</url>
</inproceedings>
</r>
<r><inproceedings key="conf/extraamas/BaertLS24" mdate="2024-10-22">
<author orcid="0000-0002-2413-5298" pid="283/6046">Mattijs Baert</author>
<author orcid="0000-0003-3792-5026" pid="169/0834">Sam Leroux</author>
<author orcid="0000-0002-9569-9373" pid="10/3654">Pieter Simoens</author>
<title>Learning Temporal Task Specifications From Demonstrations.</title>
<pages>81-98</pages>
<year>2024</year>
<booktitle>EXTRAAMAS</booktitle>
<ee>https://doi.org/10.1007/978-3-031-70074-3_5</ee>
<crossref>conf/extraamas/2024</crossref>
<url>db/conf/extraamas/extraamas2024.html#BaertLS24</url>
<stream>streams/conf/extraamas</stream>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2405-05031" mdate="2024-06-13">
<author pid="305/0595">Sander De Coninck</author>
<author pid="85/9326">Wei-Cheng Wang</author>
<author pid="169/0834">Sam Leroux</author>
<author pid="10/3654">Pieter Simoens</author>
<title>Mitigating Bias Using Model-Agnostic Data Attribution.</title>
<year>2024</year>
<volume>abs/2405.05031</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2405.05031</ee>
<url>db/journals/corr/corr2405.html#abs-2405-05031</url>
</article>
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