Physics Informed Neural Network
https://arxiv.org/abs/1711.10561 I found an interesting thesis, ”Physics Informed Deep Learning: Data-driven Solutions of Nonlinear Partial Differential Equations. Generally, Partial differential…
MachineLearning
kevin-tofu Do Style-Transfer Former-President Trump
A LEARNED REPRESENTATION FOR ARTISTIC STYLE Official portrait of President Donald J. Trump, Friday, October 6, 2017. (Official White House…
MAML / Meta-SGD / Reptile Overview (Variants of learning initialization on Meta-Learning)
Key Idea MAML, Meta-SGD, and Reptile have almost the same steps for optimization. The procedures are shown in Figure 1.…
Meta-Learning and Few-Shot Learning Overview
Key Idea Learning from a few data is called few-shot learning. If we use k data points and j tasks…