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Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics.
Daniel Kunin
Javier Sagastuy-Breña
Surya Ganguli
Daniel L. Yamins
Hidenori Tanaka
Published in:
ICLR (2021)
Keyphrases
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deep learning
conservation laws
stochastic systems
unsupervised learning
machine learning
partial differential equations
weakly supervised
mental models
initial conditions
computer vision
matrix decomposition