Ishan Misra
Research Scientist at Facebook AI Research, focusing on reducing human supervision in visual learning systems. Completed his PhD at Carnegie Mellon and has worked at Microsoft Research, INRIA, and Yale.
Best podcasts with Ishan Misra
Ranked by the Snipd community
30 snips
Jul 31, 2021 • 0sec
#206 – Ishan Misra: Self-Supervised Deep Learning in Computer Vision
Ishan Misra, a research scientist at FAIR, specializes in self-supervised visual learning. He explores the mechanics of computer vision and how AI can learn from data with minimal human input. The conversation dives into the limitations of traditional supervised learning and emphasizes the innovative potential of self-supervised methods. Misra also discusses the relationship between neural networks and human cognition, the significance of data augmentation, and the philosophical implications of AI consciousness, making for an enlightening dialogue on the future of machine learning.
21 snips
Jun 21, 2021 • 1h 36min
#55 Self-Supervised Vision Models (Dr. Ishan Misra - FAIR).
Dr. Ishan Misra, a prolific Research Scientist at Facebook AI Research, dives into the world of self-supervised vision models. He discusses groundbreaking papers like DINO and Barlow Twins, addressing how these innovative approaches reduce the need for human supervision in visual learning. Ishan explores the nuances of neural networks, object recognition challenges, and the philosophical implications of AI's common sense knowledge. Plus, he compares self-supervised models with semi-supervised techniques, showcasing the advancements in harnessing human knowledge for enhanced machine learning.
