Vikash Kumar
Vikash Kumar publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Biomedical Engineering, on topics such as Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning and Robot Manipulation and Learning.
- World rank
- #5,088,382 of 7,710,434 ranked researchers
- Rank in United States
- #1,314,057 of 1,627,098
- Works
- 32
- Citations
- 2.7k
- Citations per work
- 83.2
What does Vikash Kumar research?
Vikash Kumar's work is mostly in Computer Science (54%), Engineering (18%).
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 Sciences2371.8%
- Computer Science1753.9%
- Engineering617.9%
- Everything else928.2%
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition7% of their works
- 3Biomedical Engineering7% of their works
- 4Control and Systems Engineering6% of their works
- 5Electrical and Electronic Engineering6% of their works
- 6Computer Science Applications3% of their works
Research topics
- Reinforcement Learning in Robotics
- Domain Adaptation and Few-Shot Learning
- Robot Manipulation and Learning
- Multimodal Machine Learning Applications
- Robotic Locomotion and Control
- Evolutionary Algorithms and Applications
- Adversarial Robustness in Machine Learning
- Cancer-related molecular mechanisms research
Which keywords describe Vikash Kumar's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Reinforcement Learning, Robotics, Machine Learning, Domain Adaptation, Grasping and Robot Learning.
- Cancer
- Genetic Programming
- Adversarial Examples
- Image Captioning
- Bipedal Locomotion
- Robot Learning
- Domain Adaptation
- Robotics
- Neural Networks
- Deep Learning
- Reinforcement Learning
- Machine Learning
- Grasping
- Transfer Learning
- Dynamic Walking
- Visual Question Answering
- Classification
- Robustness
- Long Noncoding RNAs
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Deep Learning294 topics
- Neural Networks243 topics
- Reinforcement Learning171 topic
- Robotics171 topic
- Machine Learning62 topics
- Domain Adaptation51 topic
- Grasping51 topic
- Robot Learning51 topic
- Transfer Learning51 topic
- Bipedal Locomotion41 topic
- Dynamic Walking41 topic
- Image Captioning41 topic
- Visual Question Answering41 topic
- Adversarial Examples31 topic
- Classification31 topic
- Genetic Programming31 topic
- Robustness31 topic
- Cancer21 topic
- Long Noncoding RNAs21 topic
Where does Vikash Kumar work?
Vikash Kumar's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Vikash Kumar have?
OpenAlex counts 32 works and 2,663 citations for Vikash Kumar, an h-index of 13, ranking #5,088,382 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
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