AI Technology & Industry Review
In 2017 the “Godfather of Deep Learning” Geoffrey Hinton and his students Sara Sabour and Nicholas Frosst proposed the discrimininatively trained, multi-layer capsule system “CapsNet” in their paper Dynamic Routing Between Capsules.
Synced Global AI Weekly May 5th
Facebook AI Chief Yann LeCun introduced his now-famous “cake analogy” at NIPS 2016: “If intelligence is a cake, the bulk of the cake is unsupervised learning, the icing on the cake is supervised learning, and the cherry on the cake is reinforcement learning (RL).”
DataVisor is a Mountain View, California based anti-fraud startup that uses AI to detect fake accounts, prevent money laundering, and protect financial institutions from credit scams. The company offers clients its DataVisor APIs for real-time data connection, and a specialized UI for direct results.
This paper proposes a general approach to achieve “Image-to-Image Translation” by using deep convolutional and conditional generative adversarial networks (GANs).
This paper applies deep learning to a large-scale EHR dataset to extract robust patient descriptors that can be used to predict future patient diseases.
professor Yann LeCun discussed about “predicting under uncertainty: the next frontier in AI” during the lecture at the University of Edinburgh