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start [2020/12/10 06:25]
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start [2025/08/29 17:00] (current)
Justus Piater
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 ===== Working With Us ===== ===== Working With Us =====
   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].
-  * [[https://ellis.eu/|ELLIS]] PhD Program: ​[[https://ellis.eu/de/news/​ellis-phd-program-call-for-applications|Call for Applications]]+  * [[:​jobs:#​notice_for_non-eueea_prospective_master_students|Notice]] for non-[[https://en.wikipedia.org/​wiki/EU|EU]]/[[https://en.wikipedia.org/wiki/European_Economic_Area|EEA]] prospective Master students 
 +  * We currently do not have any open PhD positions. 
 + 
 +<​html><​!--We currently have [[jobs|one open PhD position]].--></​html>​
  
 <​html><​!-- <​html><​!--
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- +{{ ::iis_retreat_2024.jpg?direct&​900 ​|}}\\ 
-{{::dsc_0052.jpg?640|Group Picture}}\\ +<​html>​ 
-Group picture taken at our retreat ​in Obergurgl +<div style="​text-align:​ center;">​ 
 +  <p>Group picture taken at our 2024 retreat ​at Meissner Haus.</​p>​ 
 +</​div>​ 
 +</​html>​
  
 ===== News ===== ===== News =====
  
-<​HTML><​table><​tr valign="​top"><​td>​2020-11-19</​td><​td>​Justus Piater gives an invited ​talk <i>Machine Learning in Robotics</i> at <a href="​https://​baiome.org/">bAIome PI Talk, Center for +<​HTML><​table><​tr valign="​top"><​td>​2025-07-15</​td><​td>​Justus Piater gives an invited ​keynote ​<i>Making robots learn to perceive and act with 
-    ​Biomedical AI, University Medical Center Hamburg-Eppendorf</​a>, ​online. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem1', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem1Abstract" style="​display:​none">​Machine Learning increasingly equips ​robots ​with +    understanding</i> at <a href="​https://​www.uibk.ac.at/​en/​congress/​multibody2025/">The 
-    ​learning capabilities and flexibility This will enable them to +    ​12th ECCOMAS Thematic Conference on Multibody Dynamics</​a>, ​Innsbruck. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem0Abstract" style="​display:​none">​The flexibility and robustness of current ​robots ​is 
-    ​act purposefully ​in unstructured ​environments ​and to react to +    ​limited by their lack of understanding of their environmentFor 
-    ​unforeseen events ​People ​can teach them intuitively to perform +    ​this reason, most robots operate ​in controlled ​environments. 
-    ​tasks instead ​of having to program them in painstaking ways+    ​Machine learning can circumvent modeling problems but introduces 
-    ​Robots can learn from experience ​and can improve their behavior +    new problems of generalizing from examplesHow can robots acquire 
-    ​over time In this talk I will give an overview ​of methods+    ​understanding (of structure, function, causality, etc.) that 
-    ​opportunitiesand challenges ​of machine ​learning ​in +    ​allows them to generalize ​from sparse ​experience? Motivated by 
-    ​robotics.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2020-11-20</​td><​td>​Simon Haller-Seeber ​and Patrick Lamprecht present a show <i>Explainable AI: A sneak peek into the Black-Box</i> at <a href="​https://​youtube.com/watch?​v=4NVfPwdLnCg&​amp;​t=17m43s">​Science ​Slam</​a>, ​online.</​td></​tr><​tr valign="​top"><​td>​2020-09-30</​td><​td>​Erwan Renaudo contributes a talk <i>ROSSINIRobOt kidS deSIgn thiNkIng</i> at <a href="​https://​www.springer.com/gp/book/9783030674106">Robotics in  +    ​shortcomings of current machine-learning methods, I will argue 
-    Education 2020</​a>, ​online.</​td></​tr><​tr valign="​top"><​td>​2020-06-22</​td><​td>​Justus Piater ​gives an invited ​talk <i>Conditional Neural Movement Primitives</i> at <a href="http://www.gdr-isis.fr/index.php?​page=reunion&​amp;​idreunion=424">​GdR +    that &​quot;​understanding&​quot;​ is a meaningful notion in AI that reaches 
-    ISIS Réunion Apprentissage et Robotique<​/a>, online. <span class="​actions"><a href="​javascript:​void(0)" onclick="​showHide('​newsitem4',​ '​Abstract'​)">​[Abstract]</a></​span><​blockquote id="​newsitem4Abstract"​ style="​display:​none">​Conditional Neural Movement Primitives (CNMP) constitute +    beyond prediction and control. I will discuss examples ​of our 
-    a novel framework for robot programming by demonstration based on +    recent work on learning visual relational conceptsextrapolation 
-    Conditional Neural Processes (CNP). ​ Like Bayesian methods such as +    ​of learned movements beyond the training distributionlearning ​of 
-    Gaussian Processes (GP)CNP learn how target distributions depend +    symbolic concepts and rules, and structure-driven skill learning 
-    on data, and can be conditioned on specific data points to infer +    ​from sensorimotor experience. Our long-term objective is to 
-    new target distributions at test time ​Unlike GP that are +    improve abstraction,​ generalization,​ robustness, and ultimately 
-    expensive to train and scale poorly to high dimensions, CNP are +    explainability of robot perception and action.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2025-07-11</​td><​td>​Justus Piater ​and Alejandro Agostini give an invited talk <i>Learning Symbols and Abstractions in Robot Planning</i> at <a href="​https://​www.unibz.it/en/​events/​abstraction-language-science-engineering">Abstraction:​ 
-    neural networks and are trained by gradient descent. ​ CNMP +    Language - Science ​- Engineering</​a>, ​Bolzano(International Workshop)</​td></​tr><​tr valign="​top"><​td>​2025-04-25</​td><​td>​Simon Haller-Seeber gives an invited ​talk <i>AI-powered tools for real-time transcription and translation in actionA self-hosted open-source framework for digital spaces.</i> at <a href="​https://​www.uibk.ac.at/de/medien/​veranstaltungen/​tagungen/​medien-wissen-bildung-2025/">Medien - Wissen - Bildung 2025: Streif­züge an den Naht­stel­len von Medien, Bil­dung und Phi­lo­so­phie</​a>, ​Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-04-10</​td><​td>​Simon Haller-Seeber ​gives an invited ​keynote ​<i>Hands-on Approaches to Software, Robotics, and AI: Exploring Experiments and Science in Action</i> at <a href="https://iis.uibk.ac.at/​public/​simon/​ECER-2025/">European Conference on Educational Robotics ​(ECER 2025)</​a>, ​HTL Anichstrasse.</​td></​tr><​tr valign="​top"><​td>​2025-04-10</​td><​td>​Simon Haller-Seeber and Christopher Kelter teach a tutorial <​i>​Was sind Roboter, was macht eine KI? Entwickle deine eigene KI und programmiere unsere Minibots</​i>​ at Campustag BG/BRG Sillgasse, Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-04-03</​td><​td>​Justus Piater gives an invited ​keynote ​<i>What is AI really?</i> at <a href="​https://​www.uibk.ac.at/events/2025/​04/​03/​ai-in-law-and-practice-regional-perspectives-on-european-rules">Cross-Border 
-    leverage CNP to represent motion trajectories that can be +    ​Seminar: AI in Law and Practice: Regional Perspectives on European 
-    conditioned,​ at test time, on task paramters such as goal +    ​Rules</a>, Universität ​Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-03-06</​td><​td>​Justus Piater teaches a tutorial <​i>​Funktionsweise,​ Möglichkeiten und Grenzen von KI</​i>​ at Lieber gleich berechtigt als später: Hallo KI, hilfst du 
-    locations, via points, and/or force readings. ​ Moreover, CNMP are +    uns bei der Gleichstellung?​!,​ Tiroler Bildungsinstitut Grillhof Vill. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem6', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem6Abstract" style="​display:​none">​Künstliche Intelligenz&​quot;​ bezeichnet derzeit Systeme, die 
-    conditioned on sensor readings during execution, resulting in +    ​auf maschinellem Lernen (ML) basieren. Dieser Workshop führt ​in 
-    robust, reactive behavior. ​ This talk will present an overview of +    ​die Grundlagen des ML ein, mit besonderem Augenmerk auf neuronale 
-    how CNMP work and how they can be used in various robot +    Netze, der derzeit populärsten ML-TechnologieDarauf aufbauend 
-    applications.</​blockquote>​</​td></​tr><​tr valign="​top"><​td>​2020-06-03</​td><​td>​Justus Piater appears in the media: Wie der Roboter ​denken lernt.</​td></​tr><​tr valign="​top"><​td>​2020-01-29</​td><​td>​Justus Piater gives an invited ​talk <i>Digital Science</i> at <a href="​https://​www.graduateacademy.uni-heidelberg.de/karriere/veranstaltungsreihen.html">Vortragsreihe +    ​vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten 
-    ​„Primers for Predocs – Strategien für eine erfolgreiche +    und Grenzen von ML und warum es mit derzeitigen Mitteln extrem 
-    ​Promotion“</a>, Universität ​Heidelberg. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem7', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem7Abstract" style="​display:​none">​Massive availability of data and computing power are +    schwierig istDiskriminierung in KI-Systemen zu 
-    ​promoting data-driven methods ​in all areas of science and +    ​verhindern.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2025-02-26</​td><​td>​Simon Haller-Seeber ​and Christopher Kelter teach a tutorial ​<i>Programmieren eines autonomen Roboters anhand einer selbstentwickelten KI</iat STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen Innsbruck, Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-02-26</​td><​td>​Marko Zarić teaches a tutorial ​<i>Einführung in das Programmieren mit Microcontrollern</i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen InnsbruckUniversität ​Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-01-31</​td><​td>​Justus Piater ​gives an invited lecture <​i>​High-Level AI For Autonomous Robots</​i>​ at <a href="​https://​elias-ai.eu/event/ellis-vismac/">​ELIAS-ELLIS-VISMAC 
-    ​technology I will describe how the University of Innsbruck +    Winter School 2025</a>, Brunico, Italy. <span class="​actions"​><a href="javascript:​void(0)"​ onclick="​showHide('​newsitem9',​ '​Abstract'​)">[Abstract]</a></span><blockquote id="​newsitem9Abstract"​ style="​display:​none"​>What barriers will have to be overcome ​to raise the 
-    ​supports this via its new Digital Science Centerand will give a +    ​flexibility and robustness of autonomous robots to the next level? 
-    ​flavor of machine learning for data analysis.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2020-01-20</​td><​td>​Joanna Chimiak-Opoka, Carina König, ​and Justus Piater appear in the media: ​<a href="​https://​www.uibk.ac.at/​newsroom/​ergaenzung-digital-science-erfolgreich-gestartet.html.de"​>Ergänzung Digital Science erfolgreich gestartet – UIBK Newsroom</a>​.</​td></​tr><​tr valign="​top"><​td>​2020-01-03</​td><​td>​Justus Piater gives an invited talk <i>Künstliche Intelligenz:​ Grundlagen, Erfolge, +    I argue that current AI methods are unlikely to get there, no 
-    Herausforderungen</i> at 47. Tagung des Innsbrucker Kreises von MoraltheologInnen +    matter how far we scale them upRobots need to be able to 
-    und SozialethikerInnen, Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2019-12-19</​td><​td>​Justus Piater ​appears in the media: ​<a href="​https://​tvthek.orf.at/​profile/​Tirol-heute/70023/Tirol-heute/14035670/​Alexa-Siri-Co-Spione-im-eigenen-Haus/​14610743">​TV interview by ORF 2 Tirol Heute RedHaus (in German)</​a>​.<​/td></​tr><​tr valign="top"><​td>2019-12-12</td><td>Justus Piater gives an invited lecture <​i>​Too Smart to Be Trusted – Do I Even Want to +    ​&​quot;​understand&​quot;​ their environment ​in ways that reach beyond 
-    ​Understand My Robot?</i> at <a href="​http://​www.trustrobots.eu/">​TrustRobots Lecture series +    prediction and control. I will discuss examples of work (ours and 
-    ​Trust in Robots</a>, TU Vienna.</​td></​tr></​table></​HTML>​+    others'​) on learning visual relational concepts, extrapolation of 
 +    learned movements beyond the training distribution,​ learning of 
 +    symbolic concepts and rules, and structure-driven skill learning 
 +    from sensorimotor experience.</blockquote></​td></​tr></​table></​HTML>​
  
 [[news|Older News]] [[news|Older News]]
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 Austria Austria
  
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