Stephen Roller
Stephen Roller publishes mostly in Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Speech and dialogue systems and Multimodal Machine Learning Applications.
- World rank
- #204,181 of 1,633,909 ranked researchers
- Rank in Israel
- #1,686 of 8,450
- Works
- 18
- Citations
- 220
- Citations per work
- 12.2
What does Stephen Roller research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence75% of their works
- 2Computer Vision and Pattern Recognition25% of their works
Research topics
Which keywords describe Stephen Roller's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Deep Learning, Image Captioning, Markov Decision Processes, Spoken Dialogue Systems and Visual Question Answering.
- Transfer Learning
- Service Robots
- Local Descriptors
- Domain Adaptation
- Visual Question Answering
- Markov Decision Processes
- Deep Learning
- Machine Translation
- Neural Networks
- Word Representation
- Image Captioning
- Spoken Dialogue Systems
- Artificial Intelligence
- Feature Matching
- Neural Machine Translation
- Statistical Machine Translation
Size is their works in the topics tagged with each word, from their 7 largest topics. Each links to the topic it comes from most.
All 16 words, with their numbers
- Neural Networks62 topics
- Machine Translation41 topic
- Word Representation41 topic
- Deep Learning32 topics
- Image Captioning21 topic
- Markov Decision Processes21 topic
- Spoken Dialogue Systems21 topic
- Visual Question Answering21 topic
- Artificial Intelligence11 topic
- Domain Adaptation11 topic
- Feature Matching11 topic
- Local Descriptors11 topic
- Neural Machine Translation11 topic
- Service Robots11 topic
- Statistical Machine Translation11 topic
- Transfer Learning11 topic
Where does Stephen Roller work?
Stephen Roller's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does Stephen Roller have?
Science Explorer counts 18 works and 220 citations for Stephen Roller, ranking #204,181 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.