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.…
2023
kevin-tofu 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…