Pau Rodríguez
Pau Rodríguez publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Theory and Mathematics, on topics such as Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis and Topic Modeling.
- World rank
- #517,480 of 1,633,909 ranked researchers
- Rank in Canada
- #17,092 of 38,960
- Works
- 35
- Citations
- 181
- Citations per work
- 5.2
What does Pau Rodríguez 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 Recognition29% of their works
- 2Artificial Intelligence28% of their works
- 3Computational Theory and Mathematics5% of their works
- 4Signal Processing3% of their works
- 5Radiology, Nuclear Medicine and Imaging3% of their works
- 6Hardware and Architecture3% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Generative Adversarial Networks and Image Synthesis
- Topic Modeling
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Machine Learning and Data Classification
- Formal Methods in Verification
- Advanced Image and Video Retrieval Techniques
Which keywords describe Pau Rodríguez's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Representation Learning, Unsupervised Learning, Meta-Learning, Domain Adaptation, Generative Adversarial Networks and Image Synthesis.
- Symbolic Model Checker
- Model Checking
- Local Descriptors
- Hyperparameter Optimization
- Word Representation
- Machine Translation
- Deep Neural Networks
- Image Synthesis
- Domain Adaptation
- Unsupervised Learning
- Deep Learning
- Neural Networks
- Representation Learning
- Meta-Learning
- Generative Adversarial Networks
- Transfer Learning
- Adversarial Examples
- Robustness
- Feature Matching
- Interpretable Models
- Machine Learning Interpretability
- Noisy Labels
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 22 words, with their numbers
- Neural Networks113 topics
- Deep Learning103 topics
- Representation Learning102 topics
- Unsupervised Learning102 topics
- Meta-Learning72 topics
- Domain Adaptation51 topic
- Generative Adversarial Networks51 topic
- Image Synthesis51 topic
- Transfer Learning51 topic
- Deep Neural Networks42 topics
- Adversarial Examples31 topic
- Machine Translation31 topic
- Robustness31 topic
- Word Representation31 topic
- Feature Matching21 topic
- Hyperparameter Optimization21 topic
- Interpretable Models21 topic
- Local Descriptors21 topic
- Machine Learning Interpretability21 topic
- Model Checking21 topic
- Noisy Labels21 topic
- Symbolic Model Checker21 topic
Where does Pau Rodríguez work?
Pau Rodríguez's main affiliation in the publication record is HEC Montréal, Canada.
How many publications and citations does Pau Rodríguez have?
Science Explorer counts 35 works and 181 citations for Pau Rodríguez, ranking #517,480 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.