Soumith Chintala
Soumith Chintala publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Biomedical Engineering, on topics such as Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning and Machine Learning and Data Classification.
- World rank
- #82,387 of 1,633,909 ranked researchers
- Rank in Israel
- #735 of 8,450
- Works
- 23
- Citations
- 6.9k
- Citations per work
- 300.6
What does Soumith Chintala research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Biomedical Engineering4% of their works
- 4Hardware and Architecture4% of their works
- 5Control and Systems Engineering4% of their works
- 6Signal Processing2% of their works
Research topics
- Reinforcement Learning in Robotics
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Data Classification
- Artificial Intelligence in Games
- Gaussian Processes and Bayesian Inference
- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Generative Adversarial Networks and Image Synthesis
Which keywords describe Soumith Chintala's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Meta-Learning, Representation Learning, Unsupervised Learning, Reinforcement Learning, Robotics and Domain Adaptation.
- Procedural Content Generation
- Machine Learning
- Image Recognition
- Generative Adversarial Networks
- Convolutional Neural Networks
- Noisy Labels
- Domain Adaptation
- Reinforcement Learning
- Representation Learning
- Neural Networks
- Deep Learning
- Meta-Learning
- Unsupervised Learning
- Robotics
- Hyperparameter Optimization
- Transfer Learning
- Gaussian Processes
- Image Captioning
- Image Synthesis
- Monte Carlo Tree Search
- Visual Question Answering
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
- Deep Learning125 topics
- Neural Networks83 topics
- Meta-Learning62 topics
- Representation Learning52 topics
- Unsupervised Learning52 topics
- Reinforcement Learning41 topic
- Robotics41 topic
- Domain Adaptation31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Transfer Learning31 topic
- Convolutional Neural Networks21 topic
- Gaussian Processes21 topic
- Generative Adversarial Networks21 topic
- Image Captioning21 topic
- Image Recognition21 topic
- Image Synthesis21 topic
- Machine Learning21 topic
- Monte Carlo Tree Search21 topic
- Procedural Content Generation21 topic
- Visual Question Answering21 topic
Where does Soumith Chintala work?
Soumith Chintala's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does Soumith Chintala have?
Science Explorer counts 23 works and 6,914 citations for Soumith Chintala, ranking #82,387 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.