Emilie Morvant
Emilie Morvant publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Machine Learning and Algorithms, Domain Adaptation and Few-Shot Learning and Machine Learning and Data Classification.
- World rank
- #1,280,805 of 1,633,909 ranked researchers
- Rank in France
- #78,185 of 96,116
- Works
- 30
- Citations
- 57
- Citations per work
- 1.9
What does Emilie Morvant research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence61% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Information Systems2% of their works
- 4Geochemistry and Petrology2% of their works
- 5Signal Processing2% of their works
- 6Control and Systems Engineering2% of their works
Research topics
- Machine Learning and Algorithms
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Data Classification
- Gaussian Processes and Bayesian Inference
- Bayesian Methods and Mixture Models
- Imbalanced Data Classification Techniques
- Stochastic Gradient Optimization Techniques
- Image Processing and 3D Reconstruction
Which keywords describe Emilie Morvant's research?
The keywords of their largest research topics: Deep Learning, Semi-Supervised Learning, Gaussian Processes, Machine Learning, Meta-Learning, Active Learning, Image Classification and Bayesian Inference.
- Stochastic Gradient Descent
- Reconstruction
- Mixture Models
- Fragmented Objects
- Sparse Regression
- Noisy Labels
- Variational Inference
- Domain Adaptation
- Bayesian Inference
- Active Learning
- Machine Learning
- Semi-Supervised Learning
- Deep Learning
- Gaussian Processes
- Meta-Learning
- Image Classification
- Classification
- Transfer Learning
- Hyperparameter Optimization
- Probabilistic Models
- Clustering
- Imbalanced Data
- Random Projections
- SMOTE
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 24 words, with their numbers
- Deep Learning113 topics
- Semi-Supervised Learning112 topics
- Gaussian Processes92 topics
- Machine Learning92 topics
- Meta-Learning82 topics
- Active Learning61 topic
- Image Classification61 topic
- Bayesian Inference52 topics
- Classification52 topics
- Domain Adaptation51 topic
- Transfer Learning51 topic
- Variational Inference52 topics
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Probabilistic Models31 topic
- Sparse Regression31 topic
- Clustering21 topic
- Fragmented Objects21 topic
- Imbalanced Data21 topic
- Mixture Models21 topic
- Random Projections21 topic
- Reconstruction21 topic
- SMOTE21 topic
- Stochastic Gradient Descent21 topic
Where does Emilie Morvant work?
Emilie Morvant's main affiliation in the publication record is Laboratoire Hubert Curien, France.
How many publications and citations does Emilie Morvant have?
Science Explorer counts 30 works and 57 citations for Emilie Morvant, ranking #1,280,805 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.