Archive 2020 Deep Learning Seminar

Seminars of the High Performance Center Simulation and Software Based Innovation

Overview of all dates 2020

19/12/2019 - 09/01/2020 Christmas Break
16/01/2020 Kalun Ho (Fraunhofer ITWM) and Avraam Chatzimichailidis (Fraunhofer ITWM)
NeuRIPS 2019 Recap
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23/01/2020 Muhammad Mohsin Ghaffar (TU Kaierslautern)
Change of room: I0.01 (Hertz)
An In-DRAM Neural Network Processing Engine
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30/01/2020 Yang Yang (Fraunhofer ITWM)
Training Structured Neural Networks Under Regularization and Constraints
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06/02/2020 Peter Labus (Fraunhofer ITWM)
An Introduction to Natural Language Processing (Part I)
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13/02/2020 Sabine Müller (Fraunhofer ITWM)
An Introduction to Natural Language Processing (Part II)
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20/02/2020 No Seminar
27/02/2020 Dominik Loroch (Fraunhofer ITWM)
Quantum Computing without a Quantum Computer? – Introduction to MemComputing™’s Technology
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05/03/2020 Timo Speith (Saarland University, Department of Philosophy)
Promise of Fair Algorithmic Decision-Making: Unrealizable Dream or Actual Possibility?
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(because of Ascension Day,
Wednesdays as an exception)
Peter Labus (Fraunhofer ITWM), Sabine Müller (Fraunhofer ITWM), Yang Yang (Fraunhofer ITWM)
Impressions from ICLR 2020
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No Seminar
Ricard Durall Lopez (Fraunhofer ITWM)
Deep Fake: The Impact of Generative Models
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(Corpus Christi)
No Seminar
18/06/2020 Avraam Chatzimichailidis (Fraunhofer ITWM)
Natural Gradient Descent
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Sharad Kakran (Fraunhofer ITWM)
Neural Architecture Search for Semantic Segmentation
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02/07/2020 No Seminar
09/07/2020 Kalun Ho (Fraunhofer ITWM)
DCare (Distance Care): Keeping Distance with Artificial Intelligence
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23/07/2020 Alexander Nikolas Breuer (Fraunhofer ITWM)
Deep Learning in Seismic Processing: Demultiple and Trim Statics
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10/09/2020 Michael Bortz (Fraunhofer ITWM)
Flowsheet Simulation and Optimization Supported by Machine Learning Methods
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Dr. Mario Negrello (Erasmus University Medical Center, Department of Neuroscience, Rotterdam, The Netherlands)
Computational Neuroscience vs. Neural Computation
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15/10/2020 Dr. Ir. Christos Strydis (Erasmus University Medical Center, Department of Neuroscience, Rotterdam, The Netherlands)
The Spiking Neural Network & the Accelerators: A Polyamorous Affair
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22/10/2020 No Seminar
29/10/2020 Fabian Schuiki (ETH Zürich, Department of Information Technology and Electrical Engineering) and Jens Krüger (Fraunhofer ITWM)
STX: Next Generation Stencil and ML Training Acceleration
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05/11/2020 Nico Weber (Fraunhofer ITWM) and Dominik Loroch (Fraunhofer ITWM)
Finding Good Deep Neural Networks for Hardware
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12/11/2020 Kalun Ho (Fraunhofer ITWM)
My Latest Papers at ICPR20 and ACCV20
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19/11/2020 No Seminar
26/11/2020 No Seminar
03/12/2020 Prilly Oktoviany und Simon Schnürch (both department Financial Mathematics, Fraunhofer ITWM)
Machine Learning in Financial Mathematics.
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10/12/2020 Paula Harder (Fraunhofer ITWM)
Adversarial Examples – An Introduction
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17/12/2020 No Seminar