20min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

V-JEPA, AI Reasoning from a Non-Generative Architecture with Mido Assran - #677

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Predicting Representations and Masking Strategies in AI Reasoning

The chapter explores the concept of predicting representations of images or videos rather than focusing on pixels, emphasizing the importance of building a world model for efficient reasoning and planning. It discusses the training process of encoders and predictors in AI reasoning, highlighting the significance of joint training for capturing predictive features. The conversation extends to leveraging masking strategies in AI learning, emphasizing the need to understand and utilize semantic regions in videos to enhance predictive capabilities.

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