Antonio Torralba
Antonio Torralba publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Cognitive Neuroscience, on topics such as Advanced Image and Video Retrieval Techniques, Generative Adversarial Networks and Image Synthesis and Multimodal Machine Learning Applications.
- World rank
- #498 of 1,633,909 ranked researchers
- Rank in United States
- #220 of 358,040
- Works
- 135
- Citations
- 4.2k
- Citations per work
- 31.3
What does Antonio Torralba research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition49% of their works
- 2Artificial Intelligence14% of their works
- 3Cognitive Neuroscience5% of their works
- 4Computer Graphics and Computer-Aided Design4% of their works
- 5Control and Systems Engineering4% of their works
- 6Aerospace Engineering3% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Generative Adversarial Networks and Image Synthesis
- Multimodal Machine Learning Applications
- Advanced Vision and Imaging
- Image Retrieval and Classification Techniques
- Computer Graphics and Visualization Techniques
- Video Analysis and Summarization
- Topic Modeling
Which keywords describe Antonio Torralba's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, Feature Matching, Generative Adversarial Networks, Image Synthesis, Local Descriptors and Image Captioning.
- Machine Translation
- Video Summarization
- Computer Graphics
- Content-Based Image Retrieval
- Depth Estimation
- Image Captioning
- Image Synthesis
- Feature Matching
- Neural Networks
- Deep Learning
- Unsupervised Learning
- Generative Adversarial Networks
- Local Descriptors
- Visual Question Answering
- Stereo Vision
- Shape Matching
- Content-Based Retrieval
- Visualization
- 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 19 words, with their numbers
- Deep Learning383 topics
- Neural Networks313 topics
- Unsupervised Learning242 topics
- Feature Matching131 topic
- Generative Adversarial Networks131 topic
- Image Synthesis131 topic
- Local Descriptors131 topic
- Image Captioning121 topic
- Visual Question Answering121 topic
- Depth Estimation111 topic
- Stereo Vision111 topic
- Content-Based Image Retrieval81 topic
- Shape Matching81 topic
- Computer Graphics71 topic
- Content-Based Retrieval71 topic
- Video Summarization71 topic
- Visualization71 topic
- Machine Translation61 topic
- Word Representation61 topic
Where does Antonio Torralba work?
Antonio Torralba's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Antonio Torralba have?
Science Explorer counts 135 works and 4,221 citations for Antonio Torralba, ranking #498 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.