Justin Bayer

Technical University of Munich

Papers

10

Total Citations

227

H-Index

7

About

No biography available yet.

Research Focus

Computer science10 · 227 citations
Artificial intelligence9 · 205 citations
Mathematics6 · 139 citations
Machine learning4 · 98 citations
Algorithm3 · 96 citations
Probabilistic logic3 · 96 citations
Anomaly detection2 · 91 citations
Anomaly (physics)2 · 91 citations
Exploit2 · 91 citations
Inference2 · 91 citations
Line (geometry)2 · 91 citations
Series (stratigraphy)2 · 91 citations

Key Achievements

7
H-Index
10
Papers
227
Total Citations
23
Avg Citations/Paper
🏆 Most Cited Paper
Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series
51 citations · 2016
📈 Most Prolific Year: 2017 (3 Papers)
🤝 Key Collaborators: 17
🏛 Institutions: Technical University of Munich

Top Papers

  1. 1
    Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series
    51 citations · 2016
  2. 2
    Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series
    40 citations · 2016
  3. 3
    Metrics for Deep Generative Models
    36 citations · 2017
  4. 4
    Metrics for Deep Generative Models
    27 citations · 2017
  5. 5
    Continuous robot control using surface electromyography of atrophic muscles
    27 citations · 2013
  6. 6
    Key Insights into Hand Biomechanics: Human Grip Stiffness Can Be Decoupled from Force by Cocontraction and Predicted from Electromyography
    22 citations · 2017
  7. 7
    Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes
    14 citations · 2014
  8. 8
    Training Neural Networks with Implicit Variance
    5 citations · 2013
  9. 9
    Identification of Human Limb Stiffness in 5 DoF and Estimation via EMG
    3 citations · 2013
  10. 10
    Efficient Empowerment
    2 citations · 2015

Key Collaborators

PVPatrick van der Smagt10 shared papersNCNutan Chen3 shared papersSUSebastian Urban2 shared papersCOChristian Osendorfer2 shared papersJVJörn Vogel2 shared papersXJXueyan Jiang2 shared papersRKRichard Kurle2 shared papersAKAlexej Klushyn2 shared papersMLMarvin Ludersdorfer2 shared papersMSMaximilian Soelch1 shared papersGSGeorg Stillfried1 shared papersDRDaniel Rüschen1 shared papersMGMaximilian Große-Dunker1 shared papersHHHannes Höppner1 shared papersDLDominic Lakatos1 shared papersMKMaximilian Karl1 shared papersMSMaximilian Sölch1 shared papers
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