(from slack discussion)

Add

• biology/experimental
• theoretical/simulation

as tags as it might be useful to know which papers come from experimental work and which come from theoretical one.

At the moment books are only listed in the cl-papers project and a bit hidden from the main homepage. Maybe we can add a redundant section in the wiki with selected reviews and books?

This software should be added to our list.

In the Introduction, it would be nice to have a section in which different learning paradigms are compared.

• Continual / Lifelong learning
• Online Learning
• Multi Task learning
• Meta Learning
• ...

This would help newcomers to put CL in the right perspective.

(from slack discussion)

Add something similar to what is listed in clair.continualai.org but an expanded and more detailed version

Just a idea for the future: It would be nice to create a querable MongoDB dataset starting from the bibitex (that may be build and run in a colab notebook for example). This would allow the user to easily compute derivate stats of the continual learning letterature. For example: "how many paper has the author X produced?", "How many paper contains Continual in the title?", etc..

Currently papers on the publications page can be filtered by Keyword, Regex, or Date. But using any of those filters completely resets any of the others. So, you can't for example filter by keyword, then filter those down by date.

(slack discussion)
add references.

• Is there a way to link them to the research page directly ?

Here is the list of the accepted papers.
We should add to our shared Zotero repository the papers related to CL.

Up to now the only way to discover this Github repository from the wiki is a link in the About us page.
It would be nice to highlight the link to the repository so users notice it very rapidly. Maybe by making it a button visible in every page (in the table of contents?).

Check for Mendeley references in the wiki and change them with the Zotero group

(slack discussion)
Intro:

• remove abbreviation and keep full words. Easier for newcomer non familiar with CL , CF ... even if a bit repetitive.
• make an abbreviations list at the bottom of the page

A tutorial we should add: https://sites.google.com/site/neltutorialicml19/

It would be nice to add a filter to the publication section where the user can filter out papers based on starting and ending year!

test issue

The benchmarks are currently describe as a list. We should put together a more comprehensive and detailed view.
A table, or a more complex visualization in which, for each benchmark, we list multiple features (like CL scenario in which it can be used, type of data, possible applications and so on).

This is an example. The main problem there is to maintain updated the best accuracy. Due to the different CL scenarios available it would require a lot of effort.

List of papers can be found here. Filter by keyword to find continual learning / lifelong learning papers.

(from slack discussion)

Can readthedocs be made to have hidden section by defaults which can be expanded at will ?

(from slack discussion)

Can we add something akin of connected papers to see relationships between the papers we have references here ?
Can we see clusters of CL strategies naturally arise from that ?

This should be added to blog posts.

This Numenta blog post is quite interesting.

Here is the list of ICML 2020 papers.
Filtering by title enable to quickly look for Continual/Lifelong learning papers. Add them to the wiki.

This section should be renamed to highlight the presence of benchmarks.

Maybe "Benchmarks and software" would be better.

We should take into consideration this

We should test whether GitBook may work as an upgrade w.r.t. sphinx and the read_the_docs template.

We should add the list of CL courses around the world.
Maybe expanding the tutorial section that can become "tutorials and courses", just an idea!

I'll maintain in this issue the CL course I know about:

• Continual Learning: Towards "Broad" AI
• CPE884 - Aprendizado de Máquina Continuado

Maybe we can change the section "tutorials" in "courses and tutorials" and open a section with the list of courses (which I guess will increase in the future) :)

Link: https://sites.google.com/view/ift6760-b2021/course-description?authuser=0