Juan-Manuel Pérez-Rúa
Juan-Manuel Pérez-Rúa publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Biophysics, on topics such as Generative Adversarial Networks and Image Synthesis, Anomaly Detection Techniques and Applications and Domain Adaptation and Few-Shot Learning.
- World rank
- #1,630,346 of 1,633,909 ranked researchers
- Rank in France
- #95,857 of 96,116
- Works
- 15
- Citations
- 10
- Citations per work
- 0.7
What does Juan-Manuel Pérez-Rúa 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 Recognition56% of their works
- 2Artificial Intelligence17% of their works
- 3Biophysics4% of their works
- 4Media Technology4% of their works
- 5Statistical and Nonlinear Physics4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Vision and Imaging
- Multimodal Machine Learning Applications
- Human Pose and Action Recognition
- Cell Image Analysis Techniques
- Computer Graphics and Visualization Techniques
Which keywords describe Juan-Manuel Pérez-Rúa's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, Representation Learning, Convolutional Networks, Generative Adversarial Networks, Image Synthesis and Action Recognition.
- High-Content Screening
- Bioimage Analysis
- Unsupervised
- Stereo Vision
- Image Captioning
- Depth Estimation
- Action Recognition
- Generative Adversarial Networks
- Representation Learning
- Neural Networks
- Deep Learning
- Unsupervised Learning
- Convolutional Networks
- Image Synthesis
- Anomaly Detection
- Domain Adaptation
- Pose Estimation
- Transfer Learning
- Visual Question Answering
- Computer Graphics
- Visualization
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 Learning115 topics
- Neural Networks83 topics
- Unsupervised Learning83 topics
- Representation Learning62 topics
- Convolutional Networks42 topics
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Action Recognition21 topic
- Anomaly Detection21 topic
- Depth Estimation21 topic
- Domain Adaptation21 topic
- Image Captioning21 topic
- Pose Estimation21 topic
- Stereo Vision21 topic
- Transfer Learning21 topic
- Unsupervised21 topic
- Visual Question Answering21 topic
- Bioimage Analysis11 topic
- Computer Graphics11 topic
- High-Content Screening11 topic
- Visualization11 topic
Where does Juan-Manuel Pérez-Rúa work?
Juan-Manuel Pérez-Rúa's main affiliation in the publication record is Technicolor (France), France.
How many publications and citations does Juan-Manuel Pérez-Rúa have?
Science Explorer counts 15 works and 10 citations for Juan-Manuel Pérez-Rúa, ranking #1,630,346 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.