Chapter
The Importance of Interactive Exploration in Active Learning
1:35:20 - 1:42:50 (07:29)
In order to ask good questions about an image, one must first understand something about the image. Active learning involves interactive exploration of the data, and this plays an important part in the solution to intelligence.
Clips
The speaker discusses the importance of interactive exploration of data through techniques such as data augmentation and active learning, suggesting that this may be a crucial aspect in the development of artificial intelligence.
1:35:20 - 1:40:12 (04:52)
Summary
The speaker discusses the importance of interactive exploration of data through techniques such as data augmentation and active learning, suggesting that this may be a crucial aspect in the development of artificial intelligence.
ChapterThe Importance of Interactive Exploration in Active Learning
Episode#206 – Ishan Misra: Self-Supervised Deep Learning in Computer Vision
PodcastLex Fridman Podcast
The podcast discusses the use of self-supervised machine learning for learning edge cases with a learned discovery mechanism that goes beyond just looking at similar or dissimilar images, but rather identifying images that are somewhere in between.
1:40:12 - 1:42:50 (02:37)
Summary
The podcast discusses the use of self-supervised machine learning for learning edge cases with a learned discovery mechanism that goes beyond just looking at similar or dissimilar images, but rather identifying images that are somewhere in between. The resulting edge cases are then sent back for annotation to improve the learning process.