Adam Dziedzic
Adam Dziedzic publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Privacy-Preserving Technologies in Data, Generative Adversarial Networks and Image Synthesis and Adversarial Robustness in Machine Learning.
- World rank
- #1,477,793 of 1,633,909 ranked researchers
- Rank in Germany
- #80,348 of 86,443
- Works
- 29
- Citations
- 20
- Citations per work
- 0.7
What does Adam Dziedzic research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence46% of their works
- 2Computer Vision and Pattern Recognition22% of their works
- 3Information Systems5% of their works
- 4Computer Networks and Communications5% of their works
- 5Signal Processing2% of their works
- 6Computer Science Applications2% of their works
Research topics
- Privacy-Preserving Technologies in Data
- Generative Adversarial Networks and Image Synthesis
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Domain Adaptation and Few-Shot Learning
- Digital Media Forensic Detection
- Brain Tumor Detection and Classification
- Neural Networks and Applications
Which keywords describe Adam Dziedzic's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Representation Learning, Unsupervised Learning, Differential Privacy, Federated Learning and Generative Adversarial Networks.
- Self-Organizing Maps
- Brain Tumor
- Machine Learning Interpretability
- Image Forgery Detection
- Domain Adaptation
- Transfer Learning
- Adversarial Examples
- Generative Adversarial Networks
- Differential Privacy
- Representation Learning
- Machine Learning
- Deep Learning
- Neural Networks
- Unsupervised Learning
- Federated Learning
- Image Synthesis
- Robustness
- Digital Forensics
- Few-Shot Learning
- Interpretable Models
- Backpropagation Learning
- MRI
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
- Deep Learning125 topics
- Machine Learning93 topics
- Neural Networks93 topics
- Representation Learning72 topics
- Unsupervised Learning72 topics
- Differential Privacy51 topic
- Federated Learning51 topic
- Generative Adversarial Networks51 topic
- Image Synthesis51 topic
- Adversarial Examples31 topic
- Robustness31 topic
- Transfer Learning32 topics
- Digital Forensics21 topic
- Domain Adaptation21 topic
- Few-Shot Learning21 topic
- Image Forgery Detection21 topic
- Interpretable Models21 topic
- Machine Learning Interpretability21 topic
- Backpropagation Learning11 topic
- Brain Tumor11 topic
- MRI11 topic
- Self-Organizing Maps11 topic
Where does Adam Dziedzic work?
Adam Dziedzic's main affiliation in the publication record is Helmholtz Center for Information Security, Germany.
How many publications and citations does Adam Dziedzic have?
Science Explorer counts 29 works and 20 citations for Adam Dziedzic, ranking #1,477,793 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.