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…
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…
Kalman Filter Overview
Problem Formulation Equation (1) – (5) shows the formulation of the Kalman Filter problem. Equation (1) is the measurement model,…
Firebase 9 Authentication using React-Router v6
Firebase has a huge impact on web engineers in that development cost is surprisingly getting less to develop. We can…
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…
Mt.Shizugatake, Shiga, Japan
Do you wanna avoid COVID infection? But you also want to enjoy visiting places, right?How about going to historical places…
Convert Directories to a ZIP file on Ubuntu
zip -r <output_file> <folder_1> <folder_2> ... <folder_n>
A Woman Tour Guide
One thing I realized in the U.S. was that many women are working powerfully. Because I hadn’t got a driver’s…
What I studied from a book, Kalman Filter
Reflecting on the technology I’ve been studying, the seminal work that stands at its root is the book “Application of…