Sebastian Lapuschkin
Sebastian Lapuschkin publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Materials Chemistry, on topics such as Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning and Machine Learning in Materials Science.
- World rank
- #59,650 of 1,633,909 ranked researchers
- Rank in Germany
- #4,088 of 86,443
- Works
- 38
- Citations
- 495
- Citations per work
- 13.0
What does Sebastian Lapuschkin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Materials Chemistry7% of their works
- 4Signal Processing5% of their works
- 5Statistical and Nonlinear Physics4% of their works
- 6Atomic and Molecular Physics, and Optics4% of their works
Research topics
Which keywords describe Sebastian Lapuschkin's research?
The keywords of their largest research topics: Deep Neural Networks, Interpretable Models, Machine Learning Interpretability, Deep Learning, Machine Learning, Neural Networks, Meta-Learning and Adversarial Examples.
- Visual Question Answering
- Image Recognition
- Convolutional Neural Networks
- Noisy Labels
- Domain Adaptation
- Materials Informatics
- Adversarial Examples
- Neural Networks
- Deep Learning
- Interpretable Models
- Deep Neural Networks
- Machine Learning Interpretability
- Machine Learning
- Meta-Learning
- High-Throughput
- Robustness
- Hyperparameter Optimization
- Transfer Learning
- Image Captioning
- Machine Translation
- Word Representation
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 Neural Networks132 topics
- Interpretable Models101 topic
- Machine Learning Interpretability101 topic
- Deep Learning83 topics
- Machine Learning82 topics
- Neural Networks83 topics
- Meta-Learning62 topics
- Adversarial Examples41 topic
- High-Throughput41 topic
- Materials Informatics41 topic
- Robustness41 topic
- Domain Adaptation31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Transfer Learning31 topic
- Convolutional Neural Networks21 topic
- Image Captioning21 topic
- Image Recognition21 topic
- Machine Translation21 topic
- Visual Question Answering21 topic
- Word Representation21 topic
Where does Sebastian Lapuschkin work?
Sebastian Lapuschkin's main affiliation in the publication record is Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany.
How many publications and citations does Sebastian Lapuschkin have?
Science Explorer counts 38 works and 495 citations for Sebastian Lapuschkin, ranking #59,650 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.