Implicit Reparameterization Gradients.
Abstract
Atmospheric modeling shows that strong refractive index gradients can appear in the surface layer during certain periods of the diurnal cycle. These gradients and associated turbulence can significantly impact laser beam propagation.
Code References
tensorflow/tensorflow
6 files
tensorflow/python/ops/distributions/beta.py
1
L148
[Figurnov et al., 2018]
tensorflow/python/ops/distributions/dirichlet.py
1
L154
[Figurnov et al., 2018]
tensorflow/python/ops/distributions/gamma.py
1
L119
[Figurnov et al., 2018]
tensorflow/python/ops/distributions/student_t.py
1
L138
[Figurnov et al., 2018]
tensorflow/python/ops/random_grad.py
4
tensorflow/python/ops/random_ops.py
1
L523
[Figurnov et al., 2018]
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