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2026-04-27-rethinking-mmicl#178

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chengyuehuang511 wants to merge 17 commits intoiclr-blogposts:mainfrom
chengyuehuang511:main
Open

2026-04-27-rethinking-mmicl#178
chengyuehuang511 wants to merge 17 commits intoiclr-blogposts:mainfrom
chengyuehuang511:main

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OpenReview Submission Thread

Checklist before opening a PR

  • I am opening a pull request against the main branch of the 2026 repo.

  • My post and all associated references to it are all lowercase, i.e

      2026-04-27-Sample-Test.md               -> 2026-04-27-sample-test.md
      assets/img/2026-04-27-Sample-Test/ 	-> assets/img/2026-04-27-sample-test/
    
  • The title of my PR is exactly the name of my markdown file

    • i.e. _posts/2026-04-27-[submission-name].md would require a PR name 2026-04-27-[submission-name]
  • I have anonymized my post: my author's list is Anonymous, and there is no potential
    content which can reveal my/my collaborators identities.

  • My post matches the formatting requirements, including (but not limited to):

    • I have ONLY MODIFIED files in the following locations (failure to do so will result in
      your PR automatically being closed!):
      • a Markdown (or HTML) file in _posts/ with the format _posts/2026-04-27-[submission-name].md (or .html)
      • static image assets added to assets/img/2026-04-27-[submission-name]/
      • interactive HTML figures added to assets/html/2026-04-27-[submission-name]/
      • citations in a bibtex file in assets/bibliography/2026-04-27-[submission-name].bib
    • I have a short 2-3 sentence abstract in the description field of my front-matter
    • I have a table of contents, formatted using the toc field of my front-matter
    • My bibliography is correctly formatted, using a .bibtex file as per the sample post

Any other comments

chengyuehuang511 and others added 12 commits December 6, 2025 12:45
Updated the blog post to reflect new title and content regarding multimodal in-context learning in vision-language models. Adjusted authorship and bibliography references accordingly.
Removed commented-out author information from the post.
Updated the title and description of the post to include a more comprehensive overview of the research on multi-modal in-context learning in vision-language models.
Added introduction section discussing vision-language models and their in-context learning capabilities, including observations on performance under distribution shift and the proposed evaluation methods.
Added a section on related works discussing multimodal in-context learning and vision-language reasoning models.
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github-actions bot commented Dec 8, 2025

⚠️ We have detected a problem with your submission! ⚠️

You can only add/change/remove files related to your post, i.e. files that match one of these patterns: <_posts/SLUG.md, assets/img/SLUG/..., assets/html/SLUG/..., assets/bibliography/SLUG.bib>. But we found that you changed the following: <_pages/about.md & _pages/submitting.md & _posts/2026-04-27-distill-example.md & assets/bibliography/2026-04-27-distill-example.bib>. Also, make sure your PR's title (2026-04-27-rethinking-mmicl) matches your post's slug!

Please make the aforementioned changes and re-submit :)

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github-actions bot commented Dec 8, 2025

⚠️ We have detected a problem with your submission! ⚠️

You can only add/change/remove files related to your post, i.e. files that match one of these patterns: <_posts/SLUG.md, assets/img/SLUG/..., assets/html/SLUG/..., assets/bibliography/SLUG.bib>. But we found that you changed the following: <_pages/about.md & assets/bibliography/2026-04-27-distill-example.bib>. Also, make sure your PR's title (2026-04-27-rethinking-mmicl) matches your post's slug!

Please make the aforementioned changes and re-submit :)

@github-actions
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github-actions bot commented Dec 8, 2025

⚠️ We have detected a problem with your submission! ⚠️

You can only add/change/remove files related to your post, i.e. files that match one of these patterns: <_posts/SLUG.md, assets/img/SLUG/..., assets/html/SLUG/..., assets/bibliography/SLUG.bib>. But we found that you changed the following: <_pages/about.md & assets/bibliography/2026-04-27-distill-example.bib>. Also, make sure your PR's title (2026-04-27-rethinking-mmicl) matches your post's slug!

Please make the aforementioned changes and re-submit :)

@github-actions
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github-actions bot commented Dec 8, 2025

⚠️ We have detected a problem with your submission! ⚠️

You can only add/change/remove files related to your post, i.e. files that match one of these patterns: <_posts/SLUG.md, assets/img/SLUG/..., assets/html/SLUG/..., assets/bibliography/SLUG.bib>. But we found that you changed the following: <_pages/about.md & assets/bibliography/2026-04-27-distill-example.bib>. Also, make sure your PR's title (2026-04-27-rethinking-mmicl) matches your post's slug!

Please make the aforementioned changes and re-submit :)

@github-actions
Copy link

github-actions bot commented Dec 8, 2025

⚠️ We have detected a problem with your submission! ⚠️

You can only add/change/remove files related to your post, i.e. files that match one of these patterns: <_posts/SLUG.md, assets/img/SLUG/..., assets/html/SLUG/..., assets/bibliography/SLUG.bib>. But we found that you changed the following: <_pages/about.md>. Also, make sure your PR's title (2026-04-27-rethinking-mmicl) matches your post's slug!

Please make the aforementioned changes and re-submit :)

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