Self-Supervised Vision Models at FAIR
Published:Jun 21, 2021 01:21
•1 min read
•ML Street Talk Pod
Analysis
This article provides a concise overview of Dr. Ishan Misra's work at Facebook AI Research (FAIR) focusing on self-supervised learning in computer vision. It highlights his background, research interests, and recent publications, specifically DINO, BARLOW TWINS, and PAWS. The article emphasizes the importance of reducing human supervision in visual learning systems and mentions relevant prior work like PIRL. The inclusion of paper references adds value for readers interested in further exploration.
Key Takeaways
- •Dr. Ishan Misra is a prominent researcher at FAIR working on self-supervised learning for computer vision.
- •His research focuses on reducing the need for human supervision in visual learning.
- •The article highlights recent papers from FAIR, including DINO, BARLOW TWINS, and PAWS.
- •PIRL, a previous work by Misra, is also mentioned as a relevant contribution.
Reference
“Dr. Ishan Misra's research interest is reducing the need for human supervision, and indeed, human knowledge in visual learning systems.”