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start [2022/01/03 10:59] Justus Piater [Working With Us] |
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]]. | ||
- | <html><!-- | + | * [[: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 |
- | * [[https://ellis.eu/|ELLIS]] PhD Program: [[https://ellis.eu/news/ellis-phd-program-call-for-applications-deadline-november-15-2021|Call for Applications]] | + | * We currently do not have any open PhD positions. |
- | --></html> | + | |
+ | <html><!--We currently have [[jobs|one open PhD position]].--></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>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 | + | <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 |
- | in the Digital Age</a>, online. (Organized by ELSA Innsbruck)</td></tr><tr valign="top"><td>2021-10-22</td><td>Justus Piater gives an invited talk <i>Robotik und KI in der Medizin – nur | + | understanding</i> at <a href="https://www.uibk.ac.at/en/congress/multibody2025/">The |
- | Bedarfserweckung?</i> at <a href="https://medical-update-hall.com/veranstaltungen/">Medical | + | 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 |
- | Update Hall 2021 – Fit für das neue Jahrzehnt</a>, UMIT, Hall in Tirol.</td></tr><tr valign="top"><td>2021-08-26</td><td>Justus Piater contributes a talk <i>Digital Science at the University of Innsbruck</i> at Aurora Research Conference Digital Society & Global Citizenship, Vrije Universiteit Amsterdam. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem2', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem2Abstract" style="display:none">Growing data processing capacities and progress in | + | limited by their lack of understanding of their environment. For |
- | analytical methods and artificial intelligence are motivating | + | this reason, most robots operate in controlled environments. |
- | entire branches of science to raise new questions and to develop | + | Machine learning can circumvent modeling problems but introduces |
- | new approaches. This digital transformation requires progressive, | + | new problems of generalizing from examples. How can robots acquire |
- | interdisciplinary synergies between the computational sciences and | + | understanding (of structure, function, causality, etc.) that |
- | all other scientific disciplines. The Digital Science Center | + | allows them to generalize from sparse experience? Motivated by |
- | (DiSC) at the University of Innsbruck meets this challenge by | + | shortcomings of current machine-learning methods, I will argue |
- | integrating and promoting digitalisation of scientific research. | + | that "understanding" is a meaningful notion in AI that reaches |
- | In this talk I will present some examples of interdisciplinary | + | beyond prediction and control. I will discuss examples of our |
- | research by DiSC staff researchers who are experts in specific | + | recent work on learning visual relational concepts, extrapolation |
- | aspects of digital science.</blockquote></td></tr><tr valign="top"><td>2021-08-24</td><td>Justus Piater contributes a lecture <i>Picking and Placing</i> at <a href="https://www.uibk.ac.at/informatik/forschung/gmar-robotics-school-2021.html">2021 GMAR Summer School</a>, Villa Blanka, Innsbruck.</td></tr><tr valign="top"><td>2021-07-01</td><td>Justus Piater and Matteo Saveriano give an invited talk <i>Making Robots Learn to Perceive and Act with Understanding</i> at <a href="https://webservices.scientificnet.org/rest/entries/api/v1/blobs/200894">Workshop | + | of learned movements beyond the training distribution, learning of |
- | and Open Lab on Field Robotics - Interdisciplinary aspects of | + | symbolic concepts and rules, and structure-driven skill learning |
- | robotics and its applications in outdoor scenarios</a>, NOI Techpark, Bolzano, Italy.</td></tr><tr valign="top"><td>2021-05-26</td><td>Justus Piater contributes a talk <i>Intelligente und interaktive Systeme</i> at <a href="http://www.gmar.at/aktuell/">GMAR Robotics Science | + | from sensorimotor experience. Our long-term objective is to |
- | Talks</a>, online.</td></tr><tr valign="top"><td>2021-03-24</td><td>Justus Piater gives an invited lecture <i>Machine Learning, Perception, And Abstract Concepts</i> at Invited lecture at Ontario Tech U, Canada, online. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem6', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem6Abstract" style="display:none">With every spectacular achievement of a machine learning | + | improve abstraction, generalization, robustness, and ultimately |
- | system, the long-elusive AI breakthrough is popularly proclaimed | + | 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: |
- | to be just around the corner. Most recent successes have been due | + | 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 action: A 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 |
- | in large part to massive data and computation, in particular using | + | Seminar: AI in Law and Practice: Regional Perspectives on European |
- | deep artificial neural networks. But can artificial cognition | + | 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 |
- | really be achieved just by further scaling up existing | + | 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" bezeichnet derzeit Systeme, die |
- | machine-learning techniques? I discuss examples of simple, | + | auf maschinellem Lernen (ML) basieren. Dieser Workshop führt in |
- | perceptual problems that are easily solved by humans but very | + | die Grundlagen des ML ein, mit besonderem Augenmerk auf neuronale |
- | difficult for today's machine learning methods. These problems | + | Netze, der derzeit populärsten ML-Technologie. Darauf aufbauend |
- | reflect how humans conceptualize their world. Their mastery is | + | vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten |
- | thus likely to be an essential prerequisite for autonomous robots | + | und Grenzen von ML und warum es mit derzeitigen Mitteln extrem |
- | to attain higher levels of cognitive abilities. To get there, a | + | schwierig ist, Diskriminierung in KI-Systemen zu |
- | few core issues can be identified that should drive research in | + | 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</i> at 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 Innsbruck, Universität 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 |
- | cognitive robotics.</blockquote></td></tr><tr valign="top"><td>2021-01-28</td><td>Matteo Saveriano gives an invited talk <i>Making robots to learn from human observation?</i> at <a href="https://www.bmeia.gv.at/en/austrian-embassy-ottawa/news/events/detail/article/showcasing-young-austrian-scholars-and-scientists-an-original-seven-part-virtual-lectures-ser/">Showcasing Young Austrian Scholars and Scientists, Austrian cultural forum, Ottawa</a>, online.</td></tr><tr valign="top"><td>2021-01-14</td><td>Matteo Saveriano gives an invited talk <i>Hierarchical action decomposition and motion learning for the execution of manipulation tasks</i> at <a href="http://www.gmar.at/aktuell/">Hello Tyrol calling! Robotics Talk online, GMAR, Innsbruck</a>, online.</td></tr><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 | + | 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 |
- | Biomedical AI, University Medical Center Hamburg-Eppendorf</a>, online. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem10', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem10Abstract" style="display:none">Machine Learning increasingly equips robots with | + | flexibility and robustness of autonomous robots to the next level? |
- | learning capabilities and flexibility. This will enable them to | + | I argue that current AI methods are unlikely to get there, no |
- | act purposefully in unstructured environments and to react to | + | matter how far we scale them up. Robots need to be able to |
- | unforeseen events. People can teach them intuitively to perform | + | "understand" their environment in ways that reach beyond |
- | tasks instead of having to program them in painstaking ways. | + | prediction and control. I will discuss examples of work (ours and |
- | Robots can learn from experience and can improve their behavior | + | others') on learning visual relational concepts, extrapolation of |
- | over time. In this talk I will give an overview of methods, | + | learned movements beyond the training distribution, learning of |
- | opportunities, and challenges of machine learning in | + | symbolic concepts and rules, and structure-driven skill learning |
- | robotics.</blockquote></td></tr></table></HTML> | + | from sensorimotor experience.</blockquote></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]]. |
**Legal Notice:** See the [[:impressum|Impress and Privacy Notice]]. | **Legal Notice:** See the [[:impressum|Impress and Privacy Notice]]. |