Georgii Mikriukov
Georgii Mikriukov publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Neurology, on topics such as Explainable Artificial Intelligence (XAI), Multimodal Machine Learning Applications and Adversarial Robustness in Machine Learning.
- World rank
- #3,766,878 of 7,710,434 ranked researchers
- Rank in Germany
- #188,857 of 364,343
- Works
- 24
- Citations
- 134
- Citations per work
- 5.6
What does Georgii Mikriukov research?
Georgii Mikriukov's work is mostly in Computer Science (98%), Neuroscience (2%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2498.4%
- Computer Science2498.4%
- Life Sciences01.6%
- Neuroscience01.6%
- 1Artificial Intelligence61% of their works
- 2Computer Vision and Pattern Recognition38% of their works
- 3Neurology2% of their works
Research topics
Which keywords describe Georgii Mikriukov's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Deep Neural Networks, Interpretable Models, Machine Learning Interpretability, Image Captioning, Meta-Learning and Visual Question Answering.
- Word Representation
- Noisy Labels
- Hyperparameter Optimization
- Transfer Learning
- Local Descriptors
- Robustness
- Visual Question Answering
- Image Captioning
- Interpretable Models
- Neural Networks
- Deep Learning
- Deep Neural Networks
- Machine Learning Interpretability
- Meta-Learning
- Adversarial Examples
- Feature Matching
- Domain Adaptation
- Convolutional Neural Networks
- Image Recognition
- Machine Translation
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Deep Learning294 topics
- Neural Networks213 topics
- Deep Neural Networks152 topics
- Interpretable Models111 topic
- Machine Learning Interpretability111 topic
- Image Captioning101 topic
- Meta-Learning102 topics
- Visual Question Answering101 topic
- Adversarial Examples81 topic
- Robustness81 topic
- Feature Matching71 topic
- Local Descriptors71 topic
- Domain Adaptation61 topic
- Transfer Learning61 topic
- Convolutional Neural Networks41 topic
- Hyperparameter Optimization41 topic
- Image Recognition41 topic
- Noisy Labels41 topic
- Machine Translation31 topic
- Word Representation31 topic
Where does Georgii Mikriukov work?
Georgii Mikriukov's main affiliation in the publication record is Continental (Germany), Germany.
How many publications and citations does Georgii Mikriukov have?
OpenAlex counts 24 works and 134 citations for Georgii Mikriukov, an h-index of 5, ranking #3,766,878 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
Ask a question or share a note about Georgii Mikriukov. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.