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| ===== Working With Us ===== | ===== Working With Us ===== | ||
| + | * We are hiring [[jobs|two doctoral students]] in machine learning for computer vision or robotics. | ||
| * Check our thesis topics for [[theses/start|Bachelor and Master students]]. | * Check our thesis topics for [[theses/start|Bachelor and Master students]]. | ||
| + | <html><!-- | ||
| + | * [[https://ellis.eu/|ELLIS]] PhD Program: [[https://ellis.eu/news/ellis-phd-program-call-for-applications-deadline-november-15-2021|Call for Applications]] | ||
| + | --></html> | ||
| + | <html><!-- | ||
| //Bachelor students://{{ ::mobile-manipulator-crop.jpg?nolink&100|}} **Want to create artificial intelligence for autonomous robots?** Want to join our [[@/uibk/piater/courses/RC_Poster2.pdf |interdisciplinary LFUI team]] to compete in the 2020 [[https://www.robocup.org/leagues/16|RoboCup@Work]] competition? Take the [[https://lfuonline.uibk.ac.at/public/lfuonline_lv.details?sem_id_in=19W&lvnr_id_in=703135|Introduction to Robotics]] course in the winter semester 2019-20! | //Bachelor students://{{ ::mobile-manipulator-crop.jpg?nolink&100|}} **Want to create artificial intelligence for autonomous robots?** Want to join our [[@/uibk/piater/courses/RC_Poster2.pdf |interdisciplinary LFUI team]] to compete in the 2020 [[https://www.robocup.org/leagues/16|RoboCup@Work]] competition? Take the [[https://lfuonline.uibk.ac.at/public/lfuonline_lv.details?sem_id_in=19W&lvnr_id_in=703135|Introduction to Robotics]] course in the winter semester 2019-20! | ||
| + | --></html> | ||
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| ===== News ===== | ===== News ===== | ||
| - | <HTML><table><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 | + | <HTML><table><tr valign="top"><td>2022-06-02</td><td>Erwan Renaudo contributes a talk <i>Deep Learning for Fast Segmentation of E-waste Devices’ |
| - | „Primers for Predocs – Strategien für eine erfolgreiche | + | 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('newsitem0', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem0Abstract" style="display:none">Recycling obsolete electronic devices (E-waste) is a |
| - | Promotion“</a>, Universität Heidelberg. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem0', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem0Abstract" style="display:none">Massive availability of data and computing power are | + | dangerous task for human workers. Automated E-waste recycling |
| - | promoting data-driven methods in all areas of science and | + | is an area of great interest but challenging for current robotic |
| - | technology. I will describe how the University of Innsbruck | + | applications. We focus on the problem of segmenting inner parts |
| - | supports this via its new Digital Science Center, and will give a | + | of E-waste devices into manipulable elements. First, we extend |
| - | flavor of machine learning for data analysis.</blockquote></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 | + | a dataset of hard-drive disk (HDD) components with labelled |
| - | Understand My Robot?</i> at <a href="http://www.trustrobots.eu/">TrustRobots Lecture series | + | occluded and non-occluded points of view of the parts, in order |
| - | Trust in Robots</a>, TU Vienna.</td></tr><tr valign="top"><td>2019-12-05</td><td>IIS guest <span style="font-weight:bold">Heiko Neumann</span>, University of Ulm, gives an invited colloquium <i>Biologically inspired visual-auditory processing – from | + | to increase the diversity and the quality of the learning data |
| - | brain-like computation to neuromorphic algorithms</i> at <a href="https://www.uibk.ac.at/informatik/forschung/lunchtime-seminar/index.html.en">IFI Lunchtime Seminar</a>. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem2', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem2Abstract" style="display:none">A fundamental task of sensory processing is to detect | + | with different angles. We then perform an extensive evaluation |
| - | and integrate feature items to group them into perceptual units | + | with three different state-of-the-art models, namely CenterMask, |
| - | segregating them from other objects and the background. A | + | BlendMask and SOLOv2 (including variants) and two types of |
| - | framework is discussed which explains how perceptual grouping at | + | metrics: the average precision as well as the frame rate. Our |
| - | early as well as higher-level cognitive stages may be implemented | + | results show that instance segmentation using state-of-the-art |
| - | in cortex. Different grouping mechanisms are implemented which are | + | deep learning methods can precisely detect complex shapes along |
| - | attuned to basic features and feature combinations and mainly | + | with their boundaries, as well as being suited for fast tracking of |
| - | evaluated along the forward sweep of stimulus processing. However, | + | parts in a robotic recycling system. (Rojas et al. 2022) |
| - | due to limitations of local feature detection mechanisms and | + | </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' "Cognition"</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('newsitem1', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem1Abstract" style="display:none">In the design of "Cognitive Robots" software architectures, |
| - | inherent ambiguities, top-down feedback is required to deliver | + | researchers had to face many organizational problems due to |
| - | contextual information helping to disambiguate initial | + | the particular nature of robots. Not only should they manage |
| - | measurements. Feedback of contextual information is demonstrated | + | to achieve complex tasks with long-terms goals, but they must |
| - | to improve object recognition performance, stabilize learning of | + | also be reactive to their surroundings to preserve their environment. |
| - | object categories, and integrate multi-sensory representations. | + | We will go over several layered control paradigms developed over |
| - | + | the history of robotics and see how these can relate to the | |
| - | The canonical principles of neural computation define a set of | + | knowledge about the Octopus' brain organization, and discuss |
| - | core operations to implement above-mentioned mechanisms of | + | how the Octopus itself can inspire cognitive robotic research. |
| - | perceptual and cognitive inference. These operations can be | + | </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 |
| - | mapped, in a simplified form, onto neuromorphic platforms to | + | Science</a>, Innsbruck. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem2', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem2Abstract" style="display:none">Wouldn't it be great to have a helper robot that we can |
| - | emulate brain-like computation. It is demonstrated that an | + | task with our annoying chores? How would we teach the robot to |
| - | architecture composed of canonical circuit mechanisms can be | + | perform these tasks? Can we build such robots by equipping them |
| - | mapped onto neuromorphic chip technology facilitating low-energy | + | with artificial intelligence? We will discuss how human and |
| - | non-von Neumann computation.</blockquote></td></tr><tr valign="top"><td>2019-11-26</td><td>IIS guest <span style="font-weight:bold">Tamim Asfour</span>, Karlsruhe Institute of Technology, gives an invited keynote <i>Engineering Humanoids with Motion Intelligence</i> at <a href="https://www.uibk.ac.at/informatik/studium/inday-students/index.html.en">inday students</a>. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem3', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem3Abstract" style="display:none">Humanoid robotics plays a central role in robotics | + | machine learning differ and how this impacts what skills, |
| - | research as well as in understanding intelligence. Engineering | + | including for communication, our helper robot will be able to |
| - | humanoid robots that are able to learn from humans and | + | learn.</blockquote></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 |
| - | sensorimotor experience, to predict the consequences of actions | + | Machines</i> at <a href="https://www.philosophie.uni-konstanz.de/ag-mueller/online-workshop-on-agency-life-and-creativity/">Workshop |
| - | and exploit the interaction with the world to extend their | + | on “Agency, Life, and Creativity”</a>, online. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem3', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem3Abstract" style="display:none">Humans constantly engage in creative activity such as |
| - | cognitive horizon remains a research grand challenge. Currently, | + | finding explanations, improving technology, or solving novel |
| - | we are experiencing AI systems with superhuman performance in | + | problems in everyday life. Even imitating other humans, e.g. while |
| - | games, image and speech processing. However, the generation of | + | learning a new skill, is creative in that the imitator has to |
| - | robot behaviors with human-like motion intelligence and | + | infer the conceptual structure underlying the observed |
| - | performance has yet to be achieved. In this talk, I will present | + | manifestation and to regenerate the latter from the former. In |
| - | recent progress towards engineering 24/7 humanoid robots that link | + | contrast, current AI-enabled agents are unable to generate and |
| - | perception and action to generate intelligent behavior. I will | + | draw upon such conceptual structures. Their learning is mostly |
| - | show the ARMAR humanoid robots performing complex grasping and | + | driven by statistics, and any ability to produce novelty is |
| - | manipulation tasks in kitchen and industrial environments, | + | largely limited to trial and error. I will try to characterize |
| - | learning actions from human observation and experience as well as | + | this fundamental difference between learning in human and |
| - | reasoning about object-action relations.</blockquote></td></tr><tr valign="top"><td>2019-11-25</td><td>Justus Piater gives an invited talk <i>Enabling Robots to Learn Abstract Concepts</i> at <a href="https://tricolore.inf.unibz.it/tricolore2019/program/">TriCoLore | + | artificial agents, and will discuss possible technological |
| - | – Creativity | Cognition | Computation</a>, Bolzano, Italy.</td></tr><tr valign="top"><td>2019-11-18</td><td>Justus Piater gives an invited talk <i>Künstliche Intelligenz in einer menschlichen | + | 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 |
| - | Gesellschaft</i> at Robotik in Medizin und Pflege – Jubiläumssymposium | + | 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 |
| - | des Klinischen Ethikkommittees, A.ö. Landeskrankenhaus – Universitätskliniken | + | Bedarfserweckung?</i> at <a href="https://medical-update-hall.com/veranstaltungen/">Medical |
| - | Innsbruck.</td></tr><tr valign="top"><td>2019-11-08</td><td>Justus Piater gives an invited talk <i>AI Transparency in Autonomous Vehicles</i> at <a href="https://cogvehicles2019.github.io/">Towards Cognitive | + | 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('newsitem6', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem6Abstract" style="display:none">Growing data processing capacities and progress in |
| - | Vehicles: perception, learning and decision making under | + | analytical methods and artificial intelligence are motivating |
| - | real-world constraints. Is bio-inspiration helpful?</a>, Macau.</td></tr><tr valign="top"><td>2019-11-03</td><td>Justus Piater, Philipp Gschwandtner, and Simon Haller appear in the media: Österreich-Bild: Bits und Berge - 350 Jahre Forschung in Innsbruck; TV Documentary by ORF 2 (in German).</td></tr><tr valign="top"><td>2019-10-23</td><td>Simon Haller appears in the media: TV interview by ORF 2 Tirol Heute (in German).</td></tr><tr valign="top"><td>2019-10-11</td><td>Justus Piater appears in the media: <a href="https://issuu.com/eco.nova/docs/eco_06_2019_issuu/24">KI oder | + | entire branches of science to raise new questions and to develop |
| - | die Geschichte einer gleichzeitigen Über- und Unterschätzung | + | new approaches. This digital transformation requires progressive, |
| - | (eco.nova, in German)</a>.</td></tr></table></HTML> | + | interdisciplinary synergies between the computational sciences and |
| + | all other scientific disciplines. The Digital Science Center | ||
| + | (DiSC) at the University of Innsbruck meets this challenge by | ||
| + | integrating and promoting digitalisation of scientific research. | ||
| + | In this talk I will present some examples of interdisciplinary | ||
| + | research by DiSC staff researchers who are experts in specific | ||
| + | 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 | ||
| + | and Open Lab on Field Robotics - Interdisciplinary aspects of | ||
| + | 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 | ||
| + | Talks</a>, online.</td></tr></table></HTML> | ||
| [[news|Older News]] | [[news|Older News]] | ||
start.txt · Last modified: 2024/04/09 13:00 by Justus Piater