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Explore AI introspection in this comprehensive video lecture, covering approaches from both machine learning and knowledge representation communities. Delve into topics such as Introspective CNNs, generative vs. discriminative models, semi and self-supervised learning, and concept induction. Gain insights into the exciting field of neuro-symbolic AI, which combines symbolic methods and deep learning. Learn about cutting-edge algorithms, Python packages, and progress towards artificial general intelligence (AGI) through this informative presentation by Gerardo Simari, originally part of an AI course at Arizona State University.
Neural Network Introspection - Approaches from Machine Learning and Knowledge Representation