Moving Towards Deep Structural Models
Yoshua Bengio discusses the need to transition from deep statistical models to deep structural models that can perform system two tasks. He emphasizes the importance of generalization in different settings and highlights the limitations of current machine learning approaches.In this clip
From this podcast
The Gradient
Yoshua Bengio: The Past, Present, and Future of Deep Learning
Related Questions
What is System One and System Two thinking as explained in the episode ICLR 2020: Yoshua Bengio and the Nature of Consciousness and the clip System Two Insights from the episode Daniel Kahneman on Cutting Through the Noise and the clip Thinking Systems?
What is the main topic of the clip Moving Towards Deep Structural Models from the episode Yoshua Bengio: The Past, Present, and Future of Deep Learning?