Rumen Dangovski
Scholar

Rumen Dangovski

Google Scholar ID: vFTpmUQAAAAJ
Google DeepMind
machine learningself-supervised learningnatural language processingcomputer visionmaterials
Citations & Impact
All-time
Citations
1,283
 
H-index
12
 
i10-index
18
 
Publications
20
 
Co-authors
37
list available
Resume (English only)
Academic Achievements
  • Published several papers, such as 'Learning with less labels', 'Equivariant Contrastive Learning', 'DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings', 'Meta-Learning and Self-Supervised Pretraining for Storm Event Imagery Translation', etc.
Research Experience
  • Involved in multiple research projects, including the development of the SkyRadar solution which won the best pitch at MEMSI; participated in MIT x Japan's Innovation Discovery Japan as a student leader.
Education
  • Obtained BSc in math and physics from MIT; currently a PhD candidate at MIT EECS, advised by Marin Soljačić.
Background
  • PhD candidate at MIT's EECS department, working on machine learning, artificial intelligence, natural language processing, and computer vision. He is a student at IAIFI.
Miscellany
  • Enjoys innovation and technical discussions.