Christoph H. Lampert
Christoph H. Lampert publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Software, on topics such as Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques and Multimodal Machine Learning Applications.
- World rank
- #41,077 of 1,633,909 ranked researchers
- Rank in Austria
- #401 of 10,230
- Works
- 54
- Citations
- 786
- Citations per work
- 14.6
What does Christoph H. Lampert research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Vision and Pattern Recognition36% of their works
- 3Software2% of their works
- 4Signal Processing2% of their works
- 5Biophysics1% of their works
- 6Safety, Risk, Reliability and Quality1% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Adversarial Robustness in Machine Learning
- Privacy-Preserving Technologies in Data
- Machine Learning and Data Classification
- Machine Learning and Algorithms
- Stochastic Gradient Optimization Techniques
Which keywords describe Christoph H. Lampert's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Meta-Learning, Semi-Supervised Learning, Domain Adaptation, Feature Matching and Local Descriptors.
- Random Projections
- Hyperparameter Optimization
- Federated Learning
- Active Learning
- Adversarial Examples
- Image Captioning
- Local Descriptors
- Domain Adaptation
- Meta-Learning
- Neural Networks
- Deep Learning
- Machine Learning
- Semi-Supervised Learning
- Feature Matching
- Transfer Learning
- Visual Question Answering
- Robustness
- Differential Privacy
- Gaussian Processes
- Noisy Labels
- Stochastic Gradient Descent
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 Learning225 topics
- Neural Networks123 topics
- Machine Learning103 topics
- Meta-Learning102 topics
- Semi-Supervised Learning102 topics
- Domain Adaptation71 topic
- Feature Matching71 topic
- Local Descriptors71 topic
- Transfer Learning71 topic
- Image Captioning51 topic
- Visual Question Answering51 topic
- Adversarial Examples41 topic
- Robustness41 topic
- Active Learning31 topic
- Differential Privacy31 topic
- Federated Learning31 topic
- Gaussian Processes31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Random Projections31 topic
- Stochastic Gradient Descent31 topic
Where does Christoph H. Lampert work?
Christoph H. Lampert's main affiliation in the publication record is Institute of Science and Technology Austria, Austria.
How many publications and citations does Christoph H. Lampert have?
Science Explorer counts 54 works and 786 citations for Christoph H. Lampert, ranking #41,077 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.