Josip Djolonga
Josip Djolonga publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Management Science and Operations Research, on topics such as Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications and Advanced Neural Network Applications.
- World rank
- #1,549,027 of 7,710,434 ranked researchers
- Rank in United States
- #483,720 of 1,627,098
- Works
- 38
- Citations
- 2.4k
- Citations per work
- 62.7
What does Josip Djolonga research?
Josip Djolonga's work is mostly in Computer Science (84%), Engineering (4%), Decision Sciences (4%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences3489.9%
- Computer Science3283.6%
- Engineering24.5%
- Mathematics11.8%
- Everything else26.5%
- Social Sciences13.6%
- Decision Sciences13.6%
- 1Artificial Intelligence51% of their works
- 2Computer Vision and Pattern Recognition33% of their works
- 3Management Science and Operations Research4% of their works
- 4Electrical and Electronic Engineering3% of their works
- 5Computational Mechanics2% of their works
- 6Statistics and Probability2% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
- Machine Learning and Algorithms
- Adversarial Robustness in Machine Learning
- Bayesian Modeling and Causal Inference
- Machine Learning and Data Classification
- Advanced Image and Video Retrieval Techniques
Which keywords describe Josip Djolonga's research?
The keywords of their largest research topics: Deep Learning, Semi-Supervised Learning, Image Classification, Meta-Learning, Neural Networks, Domain Adaptation, Machine Learning and Transfer Learning.
- Noisy Labels
- Hyperparameter Optimization
- Causal Inference
- Robustness
- Gaussian Processes
- Image Recognition
- Visual Question Answering
- Transfer Learning
- Domain Adaptation
- Meta-Learning
- Semi-Supervised Learning
- Deep Learning
- Image Classification
- Neural Networks
- Machine Learning
- Image Captioning
- Convolutional Neural Networks
- Active Learning
- Adversarial Examples
- Bayesian Networks
- Feature Matching
- Local Descriptors
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 Learning365 topics
- Semi-Supervised Learning212 topics
- Image Classification172 topics
- Meta-Learning172 topics
- Neural Networks152 topics
- Domain Adaptation131 topic
- Machine Learning132 topics
- Transfer Learning131 topic
- Image Captioning101 topic
- Visual Question Answering101 topic
- Convolutional Neural Networks91 topic
- Image Recognition91 topic
- Active Learning81 topic
- Gaussian Processes81 topic
- Adversarial Examples51 topic
- Robustness51 topic
- Bayesian Networks41 topic
- Causal Inference41 topic
- Feature Matching41 topic
- Hyperparameter Optimization41 topic
- Local Descriptors41 topic
- Noisy Labels41 topic
Where does Josip Djolonga work?
Josip Djolonga's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Josip Djolonga have?
OpenAlex counts 38 works and 2,384 citations for Josip Djolonga, an h-index of 17, ranking #1,549,027 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
Ask a question or share a note about Josip Djolonga. Posts are plain text and can be reported.