Mariya I. Vasileva

Kaiber

Names

Mariya I. Vasileva

Emails

****@illinois.edu
,
****@gmail.com
,
****@amazon.com

Education & Career History

Head of Research
Kaiber (kaiber.ai)
20232023
 
Applied Scientist
AWS (amazon.com)
20202023
 
PhD student
University of Illinois, Urbana Champaign (illinois.edu)
20162020
 
Undergrad student
California Institute of Technology (caltech.edu)
20092013
 

Advisors, Relations & Conflicts

PhD Advisor
20162020
 

Expertise

Video understanding and analysis
2023Present
 
Video generation
2023Present
 
Image-to-video generation
2023Present
 
Text-to-video generation
2023Present
 
Text-to-image generation
2023Present
 
Temporal consistency and motion representation
2023Present
 
Diffusion models
2022Present
 
Robustness, accountability and transparency
2021Present
 
Active learning, human-in-the-loop
2021Present
 
Fairness
2020Present
 
Contrastive learning
2018Present
 
Interpretability of black-box models
2018Present
 
Explainability
2017Present
 
Visual search and retrieval
2017Present
 
AI for fashion applications
2017Present
 
Generative models
2017Present
 
Semi-supervised and unsupervised learning
2016Present
 
Few-shot and zero-shot learning
2015Present
 
Machine learning
2014Present
 
Representation learning
2014Present
 
Deep learning
2014Present
 
Embedding methods
2014Present
 
Metric learning
2014Present
 
Computer vision
2012Present