Category: Indico Event
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Colour X-rays for Medicine: a summary of the 2022 specXray workshop
Friday 2 Sep/22 11:00 -12:00 (Europe/Zurich) Colour X-rays for Medicine: a summary of the 2022 specXray workshop see https://indico.cern.ch/event/1187351/
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IML Machine Learning Working Group
Tuesday 5 Jul/22 15:00 -18:00 (Europe/Zurich) IML Machine Learning Working Group
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HEV and HPLV: High quality medical ventilators for low and middle-income countries beyond the COVID-19 epidemic
Thursday 2 Jun/22 16:00 -17:00 (Europe/Zurich) HEV and HPLV: High quality medical ventilators for low and middle-income countries beyond the COVID-19 epidemic Abstract The COVID-19 epidemic highlighted the lack of high quality medical equipment in low and middle-income countries. It demonstrated that medical ventilators are financially inaccessible in many hospital settings, and the need for…
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The role of the domain expert in the era of big data
Wednesday 15 Jun/22 11:00 -12:00 (Europe/Zurich) The role of the domain expert in the era of big data The era of big data brought astronomy and computer science together by the adoption of machine learning techniques applied to large, and complex, astronomical data sets. However, the nature of astronomical data poses important constraints on how…
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new event
Tuesday 17 May/22 11:00 -12:00 (Europe/Zurich) new event
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The Center for Intelligent Systems: An insider look at EPFL’s multidisciplinary AI research.
Friday 20 May/22 15:00 -16:00 (Europe/Zurich) The Center for Intelligent Systems: An insider look at EPFL’s multidisciplinary AI research. Abstract The EPFL Center for Intelligent Systems brings together researchers working on various aspects of creating intelligent systems. The fundamental research and its applications cross the boundaries of schools at EPFL and create opportunities for direct…
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Beyond Pick and Place – Tackling Robotic Stacking of Diverse Shapes
Wednesday 11 May/22 11:00 -12:00 (Europe/Zurich) Beyond Pick and Place – Tackling Robotic Stacking of Diverse Shapes Applying deep learning to robotics is difficult for many reasons; challenges include collecting data at scale, reproducing experiments, and training models that are robust to varying environments. In this talk, I will discuss our new object stacking benchmark…
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Graph Neural Networks for High Luminosity Track Reconstruction
Wednesday 18 May/22 11:00 -12:30 (Europe/Zurich) Graph Neural Networks for High Luminosity Track Reconstruction With the upgrade to HL-LHC, traditional algorithms in the event analysis pipeline may struggle to scale to meet throughput requirements, due to the density of detector data and incompatibility with modern heterogeneous parallelism. A promising alternative path is emerging, by treating…
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New Ideas for LHC Theory using Machine Learning
Friday 22 Apr/22 11:00 -12:00 (Europe/Zurich) New Ideas for LHC Theory using Machine Learning Modern machine learning is having significant impact on essentially all aspects of LHC physics. The reason is that LHC physics uniquely combines vast and highly complex data sets with precise first-principles predictions. I will introduce a range of applications of machine…
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High Quality Automated LArTPC Reconstruction for Neutrino Experiments
Wednesday 30 Mar/22 15:00 -16:00 (Europe/Zurich) High Quality Automated LArTPC Reconstruction for Neutrino Experiments Liquid Argon time projection chamber or LArTPC is a scalable, tracking calorimeter that features rich event topology information. It provides the core detector technology for many current and next-gen large scale neutrino experiments, e.g., DUNE and the SBN program. For neutrino…