Jost Tobias Springenberg
Jost Tobias Springenberg publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning and Machine Learning and Data Classification.
- World rank
- #26,560 of 1,633,909 ranked researchers
- Rank in Germany
- #2,094 of 86,443
- Works
- 36
- Citations
- 1.2k
- Citations per work
- 34.1
What does Jost Tobias Springenberg research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence49% of their works
- 2Computer Vision and Pattern Recognition18% of their works
- 3Control and Systems Engineering10% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Aerospace Engineering2% of their works
- 6Statistics and Probability2% of their works
Research topics
Which keywords describe Jost Tobias Springenberg's research?
The keywords of their largest research topics: Deep Learning, Meta-Learning, Neural Networks, Reinforcement Learning, Deep Neural Networks, Image Classification, Semi-Supervised Learning and Convolutional Neural Networks.
- Machine Learning
- Interpretable Models
- Active Learning
- Robot Learning
- Image Recognition
- Grasping
- Convolutional Neural Networks
- Image Classification
- Reinforcement Learning
- Meta-Learning
- Deep Learning
- Neural Networks
- Deep Neural Networks
- Semi-Supervised Learning
- Domain Adaptation
- Hyperparameter Optimization
- Noisy Labels
- Transfer Learning
- Feature Matching
- Local Descriptors
- Machine Learning Interpretability
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Deep Learning165 topics
- Meta-Learning62 topics
- Neural Networks61 topic
- Reinforcement Learning61 topic
- Deep Neural Networks52 topics
- Image Classification52 topics
- Semi-Supervised Learning52 topics
- Convolutional Neural Networks31 topic
- Domain Adaptation31 topic
- Grasping31 topic
- Hyperparameter Optimization31 topic
- Image Recognition31 topic
- Noisy Labels31 topic
- Robot Learning31 topic
- Transfer Learning31 topic
- Active Learning21 topic
- Feature Matching21 topic
- Interpretable Models21 topic
- Local Descriptors21 topic
- Machine Learning21 topic
- Machine Learning Interpretability21 topic
Where does Jost Tobias Springenberg work?
Jost Tobias Springenberg's main affiliation in the publication record is University of Freiburg, Germany.
How many publications and citations does Jost Tobias Springenberg have?
Science Explorer counts 36 works and 1,228 citations for Jost Tobias Springenberg, ranking #26,560 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.