David Filliat
David Filliat publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Reinforcement Learning in Robotics, Robotics and Sensor-Based Localization and Advanced Image and Video Retrieval Techniques.
- World rank
- #179,097 of 1,633,909 ranked researchers
- Rank in France
- #9,403 of 96,116
- Works
- 63
- Citations
- 316
- Citations per work
- 5.0
What does David Filliat 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 Recognition28% of their works
- 2Artificial Intelligence26% of their works
- 3Aerospace Engineering8% of their works
- 4Control and Systems Engineering5% of their works
- 5Electrical and Electronic Engineering4% of their works
- 6Mechanical Engineering3% of their works
Research topics
- Reinforcement Learning in Robotics
- Robotics and Sensor-Based Localization
- Advanced Image and Video Retrieval Techniques
- Adversarial Robustness in Machine Learning
- Domain Adaptation and Few-Shot Learning
- Robotic Path Planning Algorithms
- Visual Attention and Saliency Detection
- Robot Manipulation and Learning
Which keywords describe David Filliat's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Robotics, Multi-Agent Systems, Autonomous Control, Reinforcement Learning, 3D Mapping and SLAM.
- Visual Attention
- Sampling-Based Algorithms
- Robustness
- Optimal Motion Planning
- Domain Adaptation
- Local Descriptors
- SLAM
- Reinforcement Learning
- Multi-Agent Systems
- Neural Networks
- Deep Learning
- Robotics
- Autonomous Control
- 3D Mapping
- Feature Matching
- Adversarial Examples
- Grasping
- Robot Learning
- Saliency Detection
- Transfer Learning
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 20 words, with their numbers
- Deep Learning215 topics
- Neural Networks133 topics
- Robotics132 topics
- Multi-Agent Systems102 topics
- Autonomous Control71 topic
- Reinforcement Learning71 topic
- 3D Mapping61 topic
- SLAM61 topic
- Feature Matching51 topic
- Local Descriptors51 topic
- Adversarial Examples31 topic
- Domain Adaptation31 topic
- Grasping31 topic
- Optimal Motion Planning31 topic
- Robot Learning31 topic
- Robustness31 topic
- Saliency Detection31 topic
- Sampling-Based Algorithms31 topic
- Transfer Learning31 topic
- Visual Attention31 topic
Where does David Filliat work?
David Filliat's main affiliation in the publication record is École Nationale Supérieure de Techniques Avancées, France.
How many publications and citations does David Filliat have?
Science Explorer counts 63 works and 316 citations for David Filliat, ranking #179,097 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.