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	<title>Thomas Lukasiewicz | Department of Computer Science</title>
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        <meta property="twitter:image" content="https://www.cs.ox.ac.uk/files/13697//download.png"/>[an error occurred while processing this directive]<!-- BREADCRUMBS --><div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/aboutus/">About Us</a></li><li><a href="/people/">People</a></li><li><a href="/people/faculty.html">Faculty</a></li><li class="active">Thomas Lukasiewicz</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent" itemscope="itemscope" itemtype="http://schema.org/Person"><!-- CONTENT (Column 2) --><div class="page-title"><h1><span itemprop="name">Thomas Lukasiewicz</span></h1></div><div class="no-gutters"><div class="row"><div class="col-xs-12 col-md-4 panel panel-medium-brown equal-height equal-height-center-vertical">
        							<img class="img-responsive center-block" itemprop="image" src="/files/13697//download.png" alt="Personal photo - Thomas Lukasiewicz" /></div><div class="col-xs-12 col-md-4 panel panel-dark-blue panel-condensed equal-height"><div class="panel-body"><p><strong><span itemprop="honorificPrefix">Professor</span> <span itemprop="givenName">Thomas</span> <span itemprop="familyName">Lukasiewicz</span> <span itemprop="honorificSuffix"></span></strong></p><p></p><div itemprop="jobTitle" class="indent">Professor of Computer Science</div><p></p><p></p><div><div itemprop="email" class="scaled-text"><strong>E:</strong> firstname.lastname at cs.ox.ac.uk</div></div><p></p><p class="no-bottom-margin"></p></div></div><div class="col-xs-12 col-md-4 panel panel-light-blue panel-condensed equal-height"><div class="panel-body"><h2 class="panel-subheading text-uppercase no-top-margin">Themes:</h2><ul class="list-comma-separated"><li><a href="/research/ai_ml" class="panel-link"><span itemprop="affiliation">Artificial Intelligence and Machine Learning</span></a></li><li><a href="/research/dk" class="panel-link"><span itemprop="affiliation">Data, Knowledge and Action</span></a></li><li><a href="/research/algorithms" class="panel-link"><span itemprop="affiliation">Algorithms and Complexity Theory</span></a></li></ul><h2 class="panel-subheading text-uppercase">Completed Projects:</h2><ul class="list-comma-separated" style="overflow: hidden; text-overflow: ''"><li><a href="/projects/ExODA/index.html" class="panel-link">ExODA</a></li><li><a href="/projects/GoogleAward/index.html" class="panel-link">Probabilistic&nbsp;Semantic&nbsp;Query&nbsp;Answering&nbsp;on&nbsp;the&nbsp;Web</a></li><li><a href="/projects/PrOQAW/index.html" class="panel-link">PrOQAW</a></li><li><a href="/projects/PRODIMA/index.html" class="panel-link">PRODIMA</a></li><li><a href="#CompletedProjects" class="panel-link">more…</a></li></ul></div></div></div></div><h2>Interests</h2><p>For more information, see also <a href="https://scholar.google.co.uk/citations?user=arjucpEAAAAJ&amp;hl=en">Google Scholar</a>.</p><h2>Selected Publications</h2><p><a href="/people/publications/date/Thomas.Lukasiewicz.html" class="btn btn-dark-brown-outline btn-thin text-uppercase">View All</a><a href="https://www.cs.ox.ac.uk/research/publications/manage" class="btn btn-dark-brown-outline btn-thin text-uppercase">Manage publications</a></p><ul class="list-unbulleted list-unbulleted-spaced"><li> <p class="publicationTitle"> <strong>
            Hybrid Reinforced Medical Report Generation with M&#x2212;Linear Attention and Repetition Penalty </strong> </p>
	    <p class="publicationAuthors"> <em> Zhenghua Xu&#x201a; Wenting Xu&#x201a; Ruizhi Wang&#x201a; Junyang Chen&#x201a; Chang Qi and Thomas Lukasiewicz  </em> </p>
	
	
	<p class="publicationDetails"> 
        In <em>IEEE Transactions on Neural Networks and Learning Systems</em>.
        
            Vol. 36.
        
            No. 2.
        
                Pages 2206&#x2013;2220.
            February,
            2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16099-abstract.html"> Details   <span class="sr-only" > about <em> Hybrid Reinforced Medical Report Generation with M&#x2212;Linear Attention and Repetition Penalty  </em></span> </a> | <a
        
            href="/publications/publication16099.bib"> BibTeX  <span class="sr-only" > data for <em> Hybrid Reinforced Medical Report Generation with M&#x2212;Linear Attention and Repetition Penalty  </em></span>   </a>  | <a
             href="http://dx.doi.org/https://doi.org/10.1109/TNNLS.2023.3343391">
            DOI (https://doi.org/10.1109/TNNLS.2023.3343391)
            </a> </li><li> <p class="publicationTitle"> <strong>
            Training Deep Predictive Coding Networks </strong> </p>
	    <p class="publicationAuthors"> <em> Chang Qi&#x201a; Thomas Lukasiewicz and Tommaso Salvatori.  </em> </p>
	
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the ICLR 2025 Workshop on New Frontiers in Associative Memories&#x201a; Singapore&#x201a; 27 April 2025</em>.
        February,
            2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16510-abstract.html"> Details   <span class="sr-only" > about <em> Training Deep Predictive Coding Networks  </em></span> </a> | <a
        
            href="/publications/publication16510.bib"> BibTeX  <span class="sr-only" > data for <em> Training Deep Predictive Coding Networks  </em></span>   </a> </li><li> <p class="publicationTitle"> <strong>
            Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction </strong> </p>
	    <p class="publicationAuthors"> <em> Zehua Cheng&#x201a; Di Yuan&#x201a; Wenhu Zhang and Thomas Lukasiewicz  </em> </p>
	
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the Winter Conference on Applications of Computer Vision (WACV)</em>.
        
                Pages 9378&#x2013;9387.
            February,
            2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16509-abstract.html"> Details   <span class="sr-only" > about <em> Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction  </em></span> </a> | <a
        
            href="/publications/publication16509.bib"> BibTeX  <span class="sr-only" > data for <em> Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction  </em></span>   </a> 
					| <a href="https://openaccess.thecvf.com/content/WACV2025/html/Cheng_Effective_and_Efficient_Medical_Image_Segmentation_with_Hierarchical_Context_Interaction_WACV_2025_paper.html"> Link <span class="sr-only" > to <em> Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction  </em></span> </a>
  				</li></ul><h2>Activities</h2><ul class="list-comma-separated"><li><a href="/activities/deeplearning/"><span itemprop="affiliation">Deep Learning</span></a></li><li><a href="/activities/knowledge/"><span itemprop="affiliation">Knowledge Representation and Reasoning</span></a></li><li><a href="/activities/databases/"><span itemprop="affiliation">Databases</span></a></li></ul><a name="CompletedProjects"></a><h2>Completed Projects</h2><ul class="list-comma-separated" style="overflow: hidden; text-overflow: ''"><li><a href="/projects/ExODA/index.html"><span itemprop="affiliation">ExODA</span></a></li><li><a href="/projects/GoogleAward/index.html"><span itemprop="affiliation">Probabilistic Semantic Query Answering on the Web</span></a></li><li><a href="/projects/PrOQAW/index.html"><span itemprop="affiliation">PrOQAW</span></a></li><li><a href="/projects/PRODIMA/index.html"><span itemprop="affiliation">PRODIMA</span></a></li><li><a href="/projects/PSSW/index.html"><span itemprop="affiliation">Personalized Search on the Social Web</span></a></li><li><a href="/projects/DBOnto/index.html"><span itemprop="affiliation">DBOnto</span></a></li><li><a href="/projects/vada/index.html"><span itemprop="affiliation">VADA</span></a></li><li><a href="/projects/RealPDBs/index.html"><span itemprop="affiliation">RealPDBs</span></a></li><li><a href="/projects/PrefMPS/index.html"><span itemprop="affiliation">PrefMPS</span></a></li></ul>
						
							     <h2>Current Students</h2>
							     <div class="row"><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm clear-md clear-lg"><a class="piccy" href="/people/Tatiana.Botskina/" style="background-image:url('/files/11778//tatiana-scaled.jpg')"></a><center><a href="/people/Tatiana.Botskina/"><span class="newcaption"><span itemprop="name">Tatiana&nbsp;Botskina</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" href="/people/Cornelius.Emde/" style="background-image:url('/files/12284//cornelius.jpg')"></a><center><a href="/people/Cornelius.Emde/"><span class="newcaption"><span itemprop="name">Cornelius &nbsp;Emde</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs"><a class="piccy" href="/people/Maxime.Kayser/" style="background-image:url('/files/12285//Maxime.jpg')"></a><center><a href="/people/Maxime.Kayser/"><span class="newcaption"><span itemprop="name">Maxime &nbsp;Kayser</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-sm"><a class="piccy" href="/people/Amine.MCharrak/" style="background-image:url('/files/12151//M%27Charrak%2C%20Amine.jpg')"></a><center><a href="/people/Amine.MCharrak/"><span class="newcaption"><span itemprop="name">Amine&nbsp;M'Charrak</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-md clear-lg"><a class="piccy" href="/people/luca.Pinchetti/" style="background-image:url('/files/14422//download.jpeg')"></a><center><a href="/people/luca.Pinchetti/"><span class="newcaption"><span itemprop="name">luca&nbsp;Pinchetti</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" href="/people/Frieder.Simon/" style="background-image:url('/files/11326//frieder-scaled.jpg')"></a><center><a href="/people/Frieder.Simon/"><span class="newcaption"><span itemprop="name">Frieder&nbsp;Simon</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm"><a class="piccy" href="/people/Mihaela.Stoian/" style="background-image:url('/files/14424//Mihaela%20Catalina%20Stoian.jpg')"></a><center><a href="/people/Mihaela.Stoian/"><span class="newcaption"><span itemprop="name">Mihaela&nbsp;Stoian</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" href="/people/Zhongbin.Xie/" style="background-image:url('/files/12208//Zhongbin%20Xie.jpg')"></a><center><a href="/people/Zhongbin.Xie/"><span class="newcaption"><span itemprop="name">Zhongbin &nbsp;Xie</span></span></a></center></div></div>
							<h2>Past Students</h2>
							<div class="row"><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm clear-md clear-lg"><a class="piccy" style="background-image:url('/files/12297//ProfileCS.jpg')"></a><center><span class="newcaption"><span itemprop="name">Ralph&nbsp;Abboud</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/11777//abdul-scaled.jpg')"></a><center><span class="newcaption"><span itemprop="name">Abdul&nbsp;Abdulrahim</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs"><a class="piccy" style="background-image:url('/files/7079//eu.jpg')"></a><center><span class="newcaption"><span itemprop="name">Oana-Maria&nbsp;Camburu</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-sm"><a class="piccy" style="background-image:url('/files/14548//WechatIMG516.jpg')"></a><center><span class="newcaption"><span itemprop="name">Zehua &nbsp;Cheng</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-md clear-lg"><a class="piccy" style="background-image:url('/files/12095//D%27Almeida%2C%20Wisdom.jpeg')"></a><center><span class="newcaption"><span itemprop="name">Wisdom&nbsp;D'Almeida</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/10232//Schermata%202018-10-17%20alle%2009.52.54.png')"></a><center><span class="newcaption"><span itemprop="name">Eleonora&nbsp;Giunchiglia</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm"><a class="piccy" style="background-image:url('/files/8414//Hohenecker%20Patrick.JPG')"></a><center><span class="newcaption"><span itemprop="name">Patrick&nbsp;Hohenecker</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/11325//felix-scaled.jpg')"></a><center><span class="newcaption"><span itemprop="name">Felix&nbsp;Jackson</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-md clear-lg"><a class="piccy" style="background-image:url('/files/13628//mj_personal.jpg')"></a><center><span class="newcaption"><span itemprop="name">M.J Erik Jang</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-sm"><a class="piccy" style="background-image:url('/files/10469//114.jpg')"></a><center><span class="newcaption"><span itemprop="name">Vid&nbsp;Kocijan</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs"><a class="piccy" style="background-image:url('/files/12283//bowen-scaled.jpg')"></a><center><span class="newcaption"><span itemprop="name">Bowen&nbsp;Li</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/11206//Mahon%2C%20Louis.jpg')"></a><center><span class="newcaption"><span itemprop="name">Louis&nbsp;Mahon</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm clear-md clear-lg"><a class="piccy" style="background-image:url('/files/12743//IMG_20210511_085910.jpg')"></a><center><span class="newcaption"><span itemprop="name">Frank&nbsp;Mtumbuka</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/10480//Screenshot%202018-12-04%20at%2015.48.34.png')"></a><center><span class="newcaption"><span itemprop="name">Tommaso&nbsp;Salvatori</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs"><a class="piccy" href="https://sites.google.com/view/yuhangsong/" style="background-image:url('/files/10296//profile-figure-big.jpg')"></a><center><a href="https://sites.google.com/view/yuhangsong/"><span class="newcaption"><span itemprop="name">Yuhang&nbsp;Song</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-sm"><a class="piccy" style="background-image:url('/files/14421//alex_tanaka.png')"></a><center><span class="newcaption"><span itemprop="name">Alexander&nbsp;Tanaka</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-md clear-lg"><a class="piccy" style="background-image:url('/files/5018//_MG_3218.JPG')"></a><center><span class="newcaption"><span itemprop="name">Oana&nbsp;Tifrea-Marciuska</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/11553//357A3864.jpg')"></a><center><span class="newcaption"><span itemprop="name">Andrius&nbsp;Vaicenavičius</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm"><a class="piccy" style="background-image:url('/files/11215//Wang%2C%20Jianfeng_2.jpg')"></a><center><span class="newcaption"><span itemprop="name">Jianfeng&nbsp;Wang</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/6333//Zhenghua%20Xu.jpg')"></a><center><span class="newcaption"><span itemprop="name">Zhenghua&nbsp;Xu</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-md clear-lg"><a class="piccy" style="background-image:url('/files/11166//15425.jpg')"></a><center><span class="newcaption"><span itemprop="name">Yordan&nbsp;Yordanov</span></span></center></div></div>
							<h2>Past Researchers</h2>
							<div class="row"><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm clear-md clear-lg"><a class="piccy" style="background-image:url('/files/7621//Screenshot%20from%202015-10-19%2018-51-09.png')"></a><center><span class="newcaption"><span itemprop="name">Alina&nbsp;Petrova</span></span></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" style="background-image:url('/files/12215//IMG_AAAI%202.png')"></a><center><span class="newcaption"><span itemprop="name">Lei&nbsp;Sha</span></span></center></div></div></div><div class="col-xs-12 col-md-3 col-md-pull-9 side-menu-col"><h2 class="side-menu-title text-uppercase"><a href="#">About Us</a></h2><ul class="side-menu"><li class="active mobile-menu-source"><a href="/people/">People</a><ul><li class="active"><a href="/people/faculty.html">Faculty</a></li><li><a href="/people/research.html">Research</a></li><li><a href="/people/students.html">Students</a></li><li><a href="/people/support.html">Professional Services</a></li><li><a href="/people/visitingprofessors.html">Visiting Professors</a></li><li><a href="/people/emeritusfaculty.html">Emeritus Faculty</a></li><li><a href="/people/associates.html">Associate Members</a></li></ul></li><li><a href="/aboutus/vacancies/">Vacancies</a></li><li><a href="/aboutus/women-cs-oxford/index.html">Women in the department</a></li><li><a href="/aboutus/equality-diversity-inclusion/index.html">Equality, diversity and inclusion</a></li><li><a href="https://www.alumniweb.ox.ac.uk/cs/make-a-donation">Support Us</a></li><li><a href="/aboutus/cshistory.html">Our History</a></li><li><a href="/aboutus/contact.html">Contact Us</a></li></ul></div></div></div>[an error occurred while processing this directive]