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ICLR 2020: Yann LeCun and Energy-Based Models
Machine Learning Street Talk (MLST)
Using Energy Models to Predict the Energy of a Signal
The new type of factograph is a combination of the old schoola probablistic factograph, but now we'vh deterministic functions as well. And he's introducing this idea that we need to have multimodal prediction. The energy function of signals and labels needs to be optimized and smooth such that the correctla on, you know, on or near the manifold has a low energy. Like thinking about gans, and i think that's a big thing.
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