Yann LeCun & Randall Balestriero Optimize Deep Learning for Perception Tasks

In a new paper Learning by Reconstruction Produces Uninformative Features For Perception, researchers Randall Balestriero and Yann LeCun shed light on why reconstruction-based learning yields compelling reconstructed samples but falters in delivering competitive latent representations for perception.

ai artificial intelligence deep learning deep-neural-networks features lecun light machine learning machine learning & data science ml paper perception research researchers samples tasks technology yann yann lecun