Dumitru Erhan
Dumitru Erhan publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience, on topics such as Neural Networks and Applications, Domain Adaptation and Few-Shot Learning and Generative Adversarial Networks and Image Synthesis.
- World rank
- #135,285 of 1,633,909 ranked researchers
- Rank in United States
- #57,438 of 358,040
- Works
- 19
- Citations
- 17k
- Citations per work
- 895.1
What does Dumitru Erhan research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence51% of their works
- 2Computer Vision and Pattern Recognition37% of their works
- 3Cognitive Neuroscience3% of their works
- 4Electrical and Electronic Engineering3% of their works
- 5Computer Networks and Communications3% of their works
- 6Media Technology3% of their works
Research topics
- Neural Networks and Applications
- Domain Adaptation and Few-Shot Learning
- Generative Adversarial Networks and Image Synthesis
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Machine Learning and Data Classification
- Advanced Neural Network Applications
Which keywords describe Dumitru Erhan's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Meta-Learning, Deep Neural Networks, Backpropagation Learning and Domain Adaptation.
- Unsupervised
- Noisy Labels
- Interpretable Models
- Hyperparameter Optimization
- Anomaly Detection
- Transfer Learning
- Image Synthesis
- Domain Adaptation
- Deep Neural Networks
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Meta-Learning
- Backpropagation Learning
- Generative Adversarial Networks
- Self-Organizing Maps
- Adversarial Examples
- Convolutional Neural Networks
- Image Recognition
- Machine Learning Interpretability
- Robustness
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 22 words, with their numbers
- Deep Learning125 topics
- Neural Networks104 topics
- Representation Learning62 topics
- Unsupervised Learning62 topics
- Meta-Learning52 topics
- Deep Neural Networks42 topics
- Backpropagation Learning31 topic
- Domain Adaptation31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Self-Organizing Maps31 topic
- Transfer Learning31 topic
- Adversarial Examples21 topic
- Anomaly Detection21 topic
- Convolutional Neural Networks21 topic
- Hyperparameter Optimization21 topic
- Image Recognition21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Noisy Labels21 topic
- Robustness21 topic
- Unsupervised21 topic
Where does Dumitru Erhan work?
Dumitru Erhan's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Dumitru Erhan have?
Science Explorer counts 19 works and 17,007 citations for Dumitru Erhan, ranking #135,285 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.