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researcher

S. Magg

27 papers hereh-index 211.3k citations56 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author27

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.CV5
  • cs.LG4
  • cs.RO4
  • cs.AI2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSpeeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks

97 citations · 239 across the 26 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023

Neural Field Conditioning Strategies for 2D Semantic Segmentation

Martin Gromniak, Sven Magg, Stefan Wermter

Neural fields are neural networks which map coordinates to a desired signal. When a neural field should jointly model multiple signals, and not memorize only one, it needs to be co…

cs.LG2023

A Closer Look at Reward Decomposition for High-Level Robotic Explanations

Wenhao Lu, Xufeng Zhao, Sven Magg +3

Explaining the behaviour of intelligent agents learned by reinforcement learning (RL) to humans is challenging yet crucial due to their incomprehensible proprioceptive states, vari…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.