From 7b5be51446268370571f7297b6db8dcf5ea1bfa3 Mon Sep 17 00:00:00 2001 From: lukas-heiligenbrunner Date: Mon, 13 Jan 2025 15:09:43 +0100 Subject: [PATCH] add some things to matmethods --- materialandmethods.typ | 2 ++ 1 file changed, 2 insertions(+) diff --git a/materialandmethods.typ b/materialandmethods.typ index 6e6bb50..d2fe3bc 100644 --- a/materialandmethods.typ +++ b/materialandmethods.typ @@ -213,6 +213,7 @@ The notebook along with the editor provides a environment for fast prototyping a It is widely used in the data science, mathematics and machine learning community.~#cite() In the context of this bachelor thesis it was used to test and evaluate the three few-shot learning methods and to compare them. +Furthermore, Matplotlib was used to create the comparison plots. === CNN Convolutional neural networks are especially good model architectures for processing images, speech and audio signals. A CNN typically consists of Convolutional layers, pooling layers and fully connected layers. @@ -373,6 +374,7 @@ Its use of frozen pre-trained feature extractors is key to avoiding overfitting == Alternative Methods There are several alternative methods to few-shot learning which are not used in this bachelor thesis. +Either they performed worse on benchmarks compared to the used methods or they were released after my literature research. #todo[Do it!] // https://arxiv.org/pdf/2211.16191v2