233 citations · 531 across the 32 of their papers we have counts for
Showing 2022 · cs.LGShow all
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cs.LG2022★ 3 cited
Joint Embedding Self-Supervised Learning in the Kernel Regime
Bobak T. Kiani, Randall Balestriero, Yubei Chen +2
The fundamental goal of self-supervised learning (SSL) is to produce useful representations of data without access to any labels for classifying the data. Modern methods in SSL, wh…
cs.LG2022★ 11 cited
projUNN: efficient method for training deep networks with unitary matrices
Bobak Kiani, Randall Balestriero, Yann LeCun +1
In learning with recurrent or very deep feed-forward networks, employing unitary matrices in each layer can be very effective at maintaining long-range stability. However, restrict…