Ivor W. Tsang
Ivor W. Tsang publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Domain Adaptation and Few-Shot Learning, Face and Expression Recognition and Multimodal Machine Learning Applications.
- World rank
- #58,570 of 1,633,909 ranked researchers
- Rank in Australia
- #1,506 of 35,497
- Works
- 139
- Citations
- 1.2k
- Citations per work
- 8.7
What does Ivor W. Tsang research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition28% of their works
- 3Signal Processing6% of their works
- 4Computational Mechanics4% of their works
- 5Statistical and Nonlinear Physics2% of their works
- 6Radiology, Nuclear Medicine and Imaging1% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Face and Expression Recognition
- Multimodal Machine Learning Applications
- Generative Adversarial Networks and Image Synthesis
- Sparse and Compressive Sensing Techniques
- Adversarial Robustness in Machine Learning
- Machine Learning and Data Classification
- Machine Learning and ELM
Which keywords describe Ivor W. Tsang's research?
The keywords of their largest research topics: Neural Networks, Representation Learning, Unsupervised Learning, Deep Learning, Meta-Learning, Sparse Representation, Domain Adaptation and Transfer Learning.
- Noisy Labels
- Feedforward Networks
- Adversarial Examples
- Image Synthesis
- Compressed Sensing
- Image Captioning
- Dimensionality Reduction
- Transfer Learning
- Sparse Representation
- Deep Learning
- Representation Learning
- Neural Networks
- Unsupervised Learning
- Meta-Learning
- Domain Adaptation
- Classification
- Face Recognition
- Visual Question Answering
- Generative Adversarial Networks
- Signal Recovery
- Extreme Learning Machine
- Hyperparameter Optimization
- Robustness
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 23 words, with their numbers
- Neural Networks274 topics
- Representation Learning222 topics
- Unsupervised Learning222 topics
- Deep Learning213 topics
- Meta-Learning212 topics
- Sparse Representation172 topics
- Domain Adaptation151 topic
- Transfer Learning151 topic
- Classification122 topics
- Dimensionality Reduction101 topic
- Face Recognition101 topic
- Image Captioning81 topic
- Visual Question Answering81 topic
- Compressed Sensing71 topic
- Generative Adversarial Networks71 topic
- Image Synthesis71 topic
- Signal Recovery71 topic
- Adversarial Examples61 topic
- Extreme Learning Machine61 topic
- Feedforward Networks61 topic
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Robustness61 topic
Where does Ivor W. Tsang work?
Ivor W. Tsang's main affiliation in the publication record is University of Technology Sydney, Australia.
How many publications and citations does Ivor W. Tsang have?
Science Explorer counts 139 works and 1,204 citations for Ivor W. Tsang, ranking #58,570 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.