Search Results for author: Marcel Wasserer

Found 3 papers, 1 papers with code

Reinforcement Learning Based Power Grid Day-Ahead Planning and AI-Assisted Control

no code implementations15 Feb 2023 Anton R. Fuxjäger, Kristian Kozak, Matthias Dorfer, Patrick M. Blies, Marcel Wasserer

The ongoing transition to renewable energy is increasing the share of fluctuating power sources like wind and solar, raising power grid volatility and making grid operation increasingly complex and costly.

Management reinforcement-learning +2

Power Grid Congestion Management via Topology Optimization with AlphaZero

1 code implementation10 Nov 2022 Matthias Dorfer, Anton R. Fuxjäger, Kristian Kozak, Patrick M. Blies, Marcel Wasserer

Unfortunately, redispatching of fossil generators leads to excessive grid operation costs and higher emissions, which is in direct opposition to the decarbonization of the energy sector.

Management

Temporally coherent video anonymization through GAN inpainting

no code implementations4 Jun 2021 Thangapavithraa Balaji, Patrick Blies, Georg Göri, Raphael Mitsch, Marcel Wasserer, Torsten Schön

This work tackles the problem of temporally coherent face anonymization in natural video streams. We propose JaGAN, a two-stage system starting with detecting and masking out faces with black image patches in all individual frames of the video.

Face Anonymization Generative Adversarial Network +1

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