AI/ML
The Multimodal Evolution of Vector Embeddings
This post will give a brief definition of embeddings, walk through various unimodal embeddings, explore multimodal video embeddings, and glance at embeddings in production.
James Le
Transformers
Multimodal AI
Video understanding
Embeddings
What Is Multimodal AI?
Applications, Principles, and Core Research Challenges in Multimodal AI
James Le
Multimodal AI
Foundation models
Transformers
Applications
The Past, Present, and Future of Video Understanding Applications
A review of how far video understanding research has come, what potential remains untapped, and where it is headed in the future
James Le
Video understanding
Transformers
Multimodal AI
Foundation models
What makes Foundation Models special?
Capabilities and Applications of Foundation Models in Layman Terms
James Le
Foundation models
Applications
Transfer Learning
Fine-Tuning
Multimodal AI
Foundation models are going multimodal
A primer on foundation models: what they are, how they've evolved, and where they're going.
James Le
Multimodal AI
Video understanding
Foundation models
Transformers
Scaling laws
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