From b1b7b85520909db7853b61eb34fcdf3582c8e9c8 Mon Sep 17 00:00:00 2001 From: Arthur Grisel-Davy Date: Tue, 9 Jan 2024 11:17:45 -0500 Subject: [PATCH] start proposing changes for journal version of DSD --- .gitignore | 2 -- DSD/journal/additions.md | 11 +++++++++++ 2 files changed, 11 insertions(+), 2 deletions(-) create mode 100644 DSD/journal/additions.md diff --git a/.gitignore b/.gitignore index 6a5c9f5..4b799d0 100644 --- a/.gitignore +++ b/.gitignore @@ -28,8 +28,6 @@ # Exclude pdfs *.pdf -# markdown files -*.md # archives *.zip diff --git a/DSD/journal/additions.md b/DSD/journal/additions.md new file mode 100644 index 0000000..d6a7798 --- /dev/null +++ b/DSD/journal/additions.md @@ -0,0 +1,11 @@ +vim:ft=markdown + += Changes + +== Multi-shot Classification +The system is designed to get the most out of one-shot training data. We explain in the discussion that there is a natural extension to multi-shot training data. However we don't provide much more explanation nor an evaluation of the performances. + +-> Explain in details how the algorithm work with multiple training samples per class. Explain that this is a competitive system where samples of the same class compete against each other but play for the same team. There may be a change to make on the computation of the threshold that should only consider distances between different classes (min of distance between two samples of different classes, this has a specific name in hierarchical clustering design). +Provide an evaluation in the case where a pattern can have multiple modes. + +