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Researcher · Massachusetts Institute of Technology · United States

Antonio B. Torralba

Antonio B. Torralba publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Cognitive Neuroscience, on topics such as Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications and Generative Adversarial Networks and Image Synthesis.

ORCID 0000-0003-4915-0256 OpenAlex
World rank
#2,180
of 7,710,434 ranked researchers
Rank in United States
#809
of 1,627,098
Works
549
Citations
101k
Citations per work
183.6
h-index
127
i10-index 308Top 0.1% in Computer Vision and Pattern Recognition
Antonio B. Torralba

What does Antonio B. Torralba research?

Antonio B. Torralba's work is mostly in Computer Science (69%), Engineering (5%), Neuroscience (4%).

Physical Sciences: 403 works · 73.4% of their workComputer Science: 377 works · 68.7% of their workComputer Vision and Pattern Recognition: 274 works · 50.0% of their workArtificial Intelligence: 85 works · 15.4% of their workSignal Processing: 18 works · 3.3% of their workEngineering: 26 works · 4.7% of their workAerospace Engineering: 14 works · 2.5% of their workControl and Systems Engineering: 12 works · 2.2% of their workEverything else: 122 works · 22.3% of their workLife Sciences: 24 works · 4.3% of their workNeuroscience: 24 works · 4.3% of their workCognitive Neuroscience: 24 works · 4.3% of their workTHEIR WORKAntonio B.Torralba549works
Life Sciences4%Physical Sciences73%

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
    1. Computer Science37768.7%
    2. Engineering264.7%
  2. Everything else12222.3%
    1. Neuroscience244.3%
  1. 1Computer Vision and Pattern Recognition50% of their works
  2. 2Artificial Intelligence15% of their works
  3. 3Cognitive Neuroscience4% of their works
  4. 4Signal Processing3% of their works
  5. 5Aerospace Engineering2% of their works
  6. 6Control and Systems Engineering2% of their works

Research topics

Which keywords describe Antonio B. Torralba's research?

The keywords of their largest research topics: Deep Learning, Unsupervised Learning, Neural Networks, Feature Matching, Local Descriptors, Representation Learning, Convolutional Networks and Image Captioning.

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
  1. Deep Learning4425 topics
  2. Unsupervised Learning1973 topics
  3. Neural Networks1892 topics
  4. Feature Matching1421 topic
  5. Local Descriptors1421 topic
  6. Representation Learning1392 topics
  7. Convolutional Networks1152 topics
  8. Image Captioning1051 topic
  9. Visual Question Answering1051 topic
  10. Generative Adversarial Networks841 topic
  11. Image Synthesis841 topic
  12. Content-Based Image Retrieval701 topic
  13. Shape Matching701 topic
  14. Depth Estimation581 topic
  15. Stereo Vision581 topic
  16. Action Recognition571 topic
  17. Pose Estimation571 topic
  18. Domain Adaptation551 topic
  19. Transfer Learning551 topic
  20. Convolutional Neural Networks541 topic
  21. Image Recognition541 topic

Where does Antonio B. Torralba work?

Antonio B. Torralba's main affiliation in the publication record is Massachusetts Institute of Technology, United States.

How many publications and citations does Antonio B. Torralba have?

OpenAlex counts 549 works and 100,804 citations for Antonio B. Torralba, an h-index of 127, ranking #2,180 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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