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09/05/2023
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
Equilibrium propagation (EP) is a compelling alternative to the backprop...
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12/09/2022
Predictor networks and stop-grads provide implicit variance regularization in BYOL/SimSiam
Self-supervised learning (SSL) learns useful representations from unlabe...
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09/01/2022
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
Equilibrium propagation (EP) is an alternative to backpropagation (BP) t...
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06/06/2020
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias
Equilibrium Propagation (EP) is a biologically-inspired algorithm for co...
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03/07/2020