From the 1 of 140 linked papers with an AI index.
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cs.CV2024★ 7 cited
Learning and Leveraging World Models in Visual Representation Learning
Quentin Garrido, Mahmoud Assran, Nicolas Ballas +3
Joint-Embedding Predictive Architecture (JEPA) has emerged as a promising self-supervised approach that learns by leveraging a world model. While previously limited to predicting m…
cs.LG2024
Fast and Exact Enumeration of Deep Networks Partitions Regions
Randall Balestriero, Yann LeCun
One fruitful formulation of Deep Networks (DNs) enabling their theoretical study and providing practical guidelines to practitioners relies on Piecewise Affine Splines. In that rea…