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Energy-Based Models for Object-Oriented Learning
Igor Mordatch
Event URL: https://slideslive.com/38930720/energybased-models-for-objectoriented-learning »

Energy-based models are undergoing a resurgence of interest, but their applications have largely focused on generative modeling and density estimation. In this talk I will discuss application of energy-based models to object or concept oriented learning and reasoning. These models offer an elegant approach to concept composition, continual and unsupervised learning, and usage of concepts in multiple contexts. I will show examples of these advantages, and conclude with a set of future research directions.

Author Information

Igor Mordatch (OpenAI)

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