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start [2022/12/01 06:25]
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start [2024/05/25 08:53] (current)
Justus Piater
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 ===== Working With Us ===== ===== Working With Us =====
-  * We may accept up to two Ph.D. students via the [[https://​ellis.eu/​|ELLIS]] ​PhD Program, to start during the second half of 2023. [[https://​ellis.eu/​news/​ellis-phd-program-call-for-applications-2022|Apply]] by 2022-11-15.+  * We currently have [[jobs|one open PhD position]].
   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].
  
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 ===== News ===== ===== News =====
  
-<​HTML><​table><​tr valign="​top"><​td>​2021-11-17</​td><​td>​Simon Haller-Seeber ​gives an invited ​talk <i>STAIR-Lab Workshop One and Outlook</i> at <a href="​https://​innalp.at/">​INNALP Education Hub Beiratssitzung<​/a>, Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2022-06-14</td><​td>​Justus Piater co-organizes the <a href="​https:​//roboticsworkshop.at/">​Austrian Robotics +<​HTML><​table><​tr valign="​top"><​td>​2024-05-28</​td><​td>​Justus Piater ​gives an invited ​colloquium ​<i>Making robots learn to perceive ​and act with 
-    Workshop</​a>​.</​td></​tr><​tr valign="​top"><​td>​2022-06-10</​td><​td>​Simon Haller-Seeber, Patrick Hofmann, and Thomas Gatterer 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>​2022-06-02</​td><​td>​Erwan Renaudo contributes a talk <​i>​Deep Learning for Fast Segmentation of E-waste Devices’  +    understanding</i> at <a href="​https://​uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/zentren/cognitive-science-in-tuebingen/colloquia/cognitive-science-colloquium/">Cognitive Science Colloquium</​a>, ​Universität Tübingen. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem0Abstract" style="​display:​none">​The title of this talk is the motto of my Intelligent 
-    Inner Parts in a Recycling Scenario</​i>​ at <a href="​https://​icprai2022.sciencesconf.org/">ICPRAI 2022</​a>, ​Paris/​online. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem6', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem6Abstract" style="​display:​none">​Recycling obsolete electronic devices (E-waste) ​is a +    ​and Interactive Systems group at the University of InnsbruckOur 
-    ​dangerous task for human workersAutomated E-waste recycling ​ +    ​long-term objective ​is to improve abstraction,​ generalization,​ 
-    is an area of great interest but challenging for current robotic ​ +    ​robustness, and ultimately explainability ​of robot perception and 
-    ​applications. We focus on the problem ​of segmenting inner parts  +    ​action. Motivated by shortcomings ​of current machine-learning 
-    of E-waste devices into manipulable elements. First, we extend ​ +    ​methods, I will argue that &​quot;​understanding&​quot;​ is meaningful notion 
-    a dataset of hard-drive disk (HDD) components with labelled ​ +    ​in AI that reaches beyond prediction ​and control. I will discuss 
-    ​occluded ​and non-occluded points of view of the parts, in order  +    ​examples ​of our recent work on learning ​visual relational 
-    ​to increase the diversity and the quality ​of the learning ​data  +    ​concepts, extrapolation ​of learned movements beyond ​the training 
-    ​with different angles. We then perform an extensive evaluation  +    ​distribution,​ learning of symbolic concepts ​and rules, ​and 
-    with three different state-of-the-art models, namely CenterMask, +    ​structure-driven skill learning ​from sensorimotor 
-    ​BlendMask ​and SOLOv2 (including variants) ​and two types of  +    ​experience.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2024-04-25</​td><​td>​Justus Piater ​gives an invited keynote <​i>​Generative KIMöglichkeiten und Grenzen</​i>​ at <a href="​https://​efuture-day.tsn.at/programm">eFuture-Day 
-    ​metrics: the average precision as well as the frame rate. Our  +    ​Sek. 1</a>, Pädagogische Hochschule Tirol. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem1', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem1Abstract" style="​display:​none">​Generative ​KI-Systeme wie ChatGPT und Midjourney haben 
-    results show that instance segmentation using state-of-the-art  +    ​im Laufe des letzten Jahres begonnenunsere Welt zu verändern. 
-    deep learning ​methods can precisely detect complex shapes along  +    ​Wie können ​wir sie produktiv nutzen? Wie können wir mit den 
-    ​with their boundaries, as well as being suited for fast tracking of +    ​Herausforderungen umgehen, die durch sie entstehen? Ich werde 
-    parts in a robotic recycling system(Rojas et  al. 2022) +    ​diese Fragen von der technischen Seite her angehen und einen 
-    ​</​blockquote></​td></​tr><​tr valign="​top"><​td>​2022-05-20</​td><​td>​Justus Piater ​appears in the media: <a href="​https://​radiothek.orf.at/podcasts/​tir/​derwoche/​derwoche-maschinenzukunft">ORF +    Eindruck davon vermittelnwie diese Systeme funktionierenDaraus 
-    ​Tirol Podcast (in German)</a>. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem7', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem7Abstract" style="​display:​none">​Künstliche Intelligenz (KI) ist bereits heute ein +    ​ergeben sich ein realistisches Verständnis ​für ihre Möglichkeiten 
-    ​täglicher Begleiterdoch vom universellen Haushaltsroboter sind +    und Grenzen sowie einige grundlegende Empfehlungen für den Umgang 
-    wir noch weit entfernt. Automatisierte Systeme werden zwar Jobs +    ​mit ihnen im Schulbetrieb.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2024-04-24</​td><​td>​Justus Piater ​gives an invited ​keynote ​<i>Generative KI: Möglichkeiten und Grenzen</i> at <a href="​https://​efuture-day-sek2.tsn.at/programm">eFuture-Day 
-    ​übernehmenMaschinen werden aber noch lange nicht die +    Sek. 2</​a>, ​Pädagogische Hochschule Tirol. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem2', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem2Abstract" style="​display:​none">​Generative KI-Systeme wie ChatGPT und Midjourney haben 
-    ​Weltherrschaft an sich reißenfalls überhauptZur Langen Nacht +    ​im Laufe des letzten Jahres begonnen, unsere Welt zu verändern. 
-    ​der Forschung spricht Martin Kubin im #derWoche „Maschinenzukunft“ +    ​Wie können wir sie produktiv nutzen? Wie können wir mit den 
-    mit Prof. Justus Piater vom Institut ​für Informatik über Chancen +    ​Herausforderungen umgehendie durch sie entstehen? Ich werde 
-    und Gefahren von KI. Er weiß auch, warum KI etwa die Justiz +    ​diese Fragen von der technischen Seite her angehen und einen 
-    ​unterstützen kann, aber ein KI-Richter niemals objektiv urteilen +    ​Eindruck davon vermitteln, wie diese Systeme funktionieren. Daraus 
-    könnte.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2022-05-17</​td><​td>​Erwan Renaudo ​gives an invited ​talk <i>A Brief tour of autonomous robots'​ &​quot;​Cognition&​quot;​</i> at <a href="​https://​www.philosophie.uni-konstanz.de/​ag-mueller/​aktuelles/​meldungsdetails-ag-mueller/​2022/​5/​17/​event/​46426-Creating-Agency-and-Cogn/​tx_cal_phpicalendar/">Creating Agency and Cognition in Automated Systems: What can we learn from the Octopus? International Hybrid Workshop</​a>, ​Innsbruck. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem9', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem9Abstract" style="​display:​none">​In the design of &​quot;​Cognitive Robots&​quot;​ software architectures, ​ +    ​ergeben sich ein realistisches Verständnis für ihre Möglichkeiten 
-    ​researchers had to face many organizational problems due to  +    ​und Grenzen sowie einige grundlegende Empfehlungen für den Umgang 
-    ​the particular nature of robots. Not only should they manage ​ +    ​mit ihnen im Schulbetrieb.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2024-04-22</​td><​td>​Justus Piater gives an invited talk <i>Möglichkeiten der KI bei klangrelevanten Arbeitsschritten 
-    ​to achieve complex tasks with long-term goalsbut they must  +    im Fertigungsprozess</i> at Digitalwissenschaftlicher Bildungsnachmittag,​ Musikinstrumentenbauschule Mittenwald.</​td></​tr><​tr valign="​top"><​td>​2024-03-26</​td><​td>​Justus Piater co-organizes the <a href="​https://​airov.at/">​AIRoV – The First Austrian 
-    ​also be reactive to their surroundings to preserve their environment. +    ​Symposium on AI, Robotics, and Vision 26.–27.3.2024</​a>​.<​/td></​tr><​tr valign="top"><​td>​2024-03-14</td><​td>​Justus Piater gives an invited talk <​i>​The IMAGINE Project: Robot Intuition and Understanding for 
-    ​We will go over several layered control paradigms developed over +    Disassembly</iat <a href="https://​reconcycle.eu/​erf2024/​">Adaptive Robotics ​for 
-    ​the history of robotics and see how these can relate to the  +    ​Recycling of Electronic Devices</a>, Rimini, Italy. (Workshop at the European Robotics Forum)</​td></​tr><​tr valign="​top"><​td>​2024-03-14</​td><​td>​Justus Piater co-organizes the <a href="https://reconcycle.eu/erf2024/">Adaptive ​Robotics ​for 
-    ​knowledge about the Octopus'​ brain organization,​ and discuss ​ +    Recycling of Electronic Devices</​a>​.</​td></​tr><​tr valign="​top"><​td>​2024-01-16</​td><​td>​Samuele Tosatto ​gives an invited talk <i>Beyond Monte Carlo Off-Policy Policy Gradient</i> at <a href="​https://​www.wim.uni-mannheim.de/doering/​conferences/rl-2024">Mini-Workshop on Reinforcement Learning</​a>, ​University of Mannheim.</td></​tr><​tr valign="top"><​td>2023-12-01</td><td>​Justus Piater is a panelist at a public discussion on <a href="https://​www.mediengipfel.at/​at/​archiv/​veranstaltungen/​2023.php">15
-    ​how the Octopus itself can inspire cognitive robotic research. +    ​Europäischer Mediengipfel</​a>Lech/​Arlberg(Wissenschaftsforum zum Thema „Künstliche Intelligenz – Fluch oder Segen für PolitikMedienWirtschaft und Wissenschaft?​)</​td></​tr><​tr valign="​top"><​td>​2023-11-24</​td><​td>​Justus Piater ​gives an invited talk <​i>​Demystifying ChatGPT</​i> ​at <a href="​https://​www.uibk.ac.at/de/​betriebswirtschaft/​dlc/">UIBK 
-    ​</​blockquote></​td></​tr><​tr valign="​top"><​td>​2022-05-11</​td><​td>​Justus Piater gives an invited talk <i>Robots That Learn Like Humans?</i> at <a href="​https://​pintofscience.at/events/​innsbruck">Pint of +    Digital ​Leadership Club</​a>, ​Innsbruck.</​td></​tr></​table></​HTML>​
-    ​Science</a>, Innsbruck. <span class="​actions"​><a href="javascript:​void(0)"​ onclick="​showHide('​newsitem10',​ '​Abstract'​)">[Abstract]</a></span><blockquote id="newsitem10Abstract"​ style="​display:none">Wouldn'​t it be great to have a helper robot that we can +
-    task with our annoying chores? How would we teach the robot to +
-    perform these tasks? Can we build such robots by equipping them +
-    with artificial intelligence?​ We will discuss how human and +
-    machine learning differ and how this impacts what skills, +
-    including ​for communication,​ our helper robot will be able to +
-    ​learn.</blockquote></​td></​tr><​tr valign="​top"><​td>​2022-04-28</​td><​td>​Simon Haller-Seeber contributes a talk <​i>​STAIR Learning Lab</​i>​ at <a href="http://rie.science">​Robotics ​in Education 2022</a>, online.</​td></​tr><​tr valign="​top"><​td>​2022-02-19</​td><​td>​Justus Piater ​gives an invited talk <i>Learning as a Creative Process in Humans and +
-    Machines</i> at <a href="​https://​www.philosophie.uni-konstanz.de/ag-mueller/online-workshop-on-agency-life-and-creativity/​">​Workshop +
-    ​on “Agency, Life, and Creativity”</​a>, ​online. <span class="​actions"​><a href="javascript:​void(0)"​ onclick="​showHide('​newsitem12',​ '​Abstract'​)">[Abstract]</a></span><blockquote id="newsitem12Abstract"​ style="​display:none">Humans constantly engage in creative activity such as +
-    finding explanations,​ improving technology, or solving novel +
-    problems in everyday life. Even imitating other humans, e.gwhile +
-    ​learning ​new skillis creative in that the imitator has to +
-    infer the conceptual structure underlying the observed +
-    manifestation and to regenerate the latter from the formerIn +
-    contrastcurrent AI-enabled agents are unable to generate and +
-    draw upon such conceptual structures. Their learning is mostly +
-    driven by statisticsand any ability to produce novelty is +
-    largely limited to trial and error. I will try to characterize +
-    this fundamental difference between learning in human and +
-    artificial agents, and will discuss possible technological +
-    approaches that might help close this gap.</​blockquote>​</​td></​tr><​tr valign="​top"><​td>​2021-11-24</​td><​td>​Justus Piater ​is a panelist ​at a public discussion on <a href="​https://​www.linkedin.com/posts/elsa-innsbruck_letzte-woche-fand-zum-elsa-day-am-24112021-activity-6871397038093869057-16-7">Privacy +
-    ​in the Digital ​Age</​a>, ​online(Organized by ELSA Innsbruck)</​td></​tr></​table></​HTML>​+
  
 [[news|Older News]] [[news|Older News]]
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 Austria Austria
  
-**How to find us:** See the [[http://informatik.uibk.ac.at/​how-to-reach-us/​|directions]].+**How to find us:** See the [[https://www.uibk.ac.at/​informatik/kontakt/​anfahrt.html.en|directions]].
  
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