From 866b4b2c54f8ad4b7d5d69abb9e2113b99367bb0 Mon Sep 17 00:00:00 2001 From: Raoul de Charette <5967026+rdecharette@users.noreply.github.com> Date: Mon, 21 Oct 2024 14:27:57 +0200 Subject: [PATCH] update --- _bibliography/papers.bib | 20 ++++++++++++++++++ _data/coauthors.yml | 8 +++++++ _data/repositories.yml | 2 ++ _news/2024-09-01-summer.md | 7 ++++++ _news/2024-09-20-newpaper.md | 7 ++++++ .../publication_preview/2024-latteclip.png | Bin 0 -> 34870 bytes .../img/publication_preview/2024-prolip.png | Bin 0 -> 77462 bytes 7 files changed, 44 insertions(+) create mode 100644 _news/2024-09-01-summer.md create mode 100644 _news/2024-09-20-newpaper.md create mode 100644 assets/img/publication_preview/2024-latteclip.png create mode 100644 assets/img/publication_preview/2024-prolip.png diff --git a/_bibliography/papers.bib b/_bibliography/papers.bib index 96b8590..3ed0302 100644 --- a/_bibliography/papers.bib +++ b/_bibliography/papers.bib @@ -23,6 +23,26 @@ @string{ITSC @string{ARXIV = {arXiv}} +@article{fahes2024fine, + title={Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia}, + author={Fahes, Mohammad and Vu, Tuan-Hung and Bursuc, Andrei and P{\'e}rez, Patrick and de Charette, Raoul}, + journal=ARXIV, + year={2024}, + pdf={https://arxiv.org/abs/2410.05270}, + code={https://github.com/astra-vision/ProLIP}, + preview={2024-prolip.png} +} + +@article{cao2024latteclip, + title={LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts}, + author={Cao, Anh-Quan and Jaritz, Maximilian and Guillaumin, Matthieu and de Charette, Raoul and Bazzani, Loris}, + journal=ARXIV, + year={2024}, + pdf={https://arxiv.org/abs/2410.08211}, + code={https://github.com/astra-vision/LatteCLIP}, + preview={2024-latteclip.png} +} + @inproceedings{xia2024umbrae, title={UMBRAE: Unified Multimodal Decoding of Brain Signals}, author={Xia, Weihao and de Charette, Raoul and Öztireli, Cengiz and Xue, Jing-Hao}, diff --git a/_data/coauthors.yml b/_data/coauthors.yml index f34bade..bc2f95a 100644 --- a/_data/coauthors.yml +++ b/_data/coauthors.yml @@ -1,3 +1,11 @@ +"Bazzani": + - firstname: ["Loris", "L."] + url: https://lorisbaz.github.io/ + +"Guillaumin": + - firstname: ["Matthieu", "M."] + url: https://scholar.google.com/citations?user=jFdZ8s4AAAAJ + "Dai": - firstname: ["Angela", "A."] url: https://www.3dunderstanding.org/ diff --git a/_data/repositories.yml b/_data/repositories.yml index 66d9686..07f6f6f 100644 --- a/_data/repositories.yml +++ b/_data/repositories.yml @@ -2,6 +2,8 @@ github_users: # - astra-vision github_repos: + - astra-vision/ProLIP + - astra-vision/LatteCLIP - weihaox/UMBRAE - astra-vision/MaterialPalette - astra-vision/PaSCo diff --git a/_news/2024-09-01-summer.md b/_news/2024-09-01-summer.md new file mode 100644 index 0000000..758b0c5 --- /dev/null +++ b/_news/2024-09-01-summer.md @@ -0,0 +1,7 @@ +--- +layout: post +date: 2024-10-01 00:00:00-0400 +inline: true +--- + +The group organized the first [ACVSS summer school](https://www.acvss.ai) in Kenya and the [3rd WSCV workshop](https://wscv-indaba.github.io/2024) in Deep Learning Indaba in Dakar. \ No newline at end of file diff --git a/_news/2024-09-20-newpaper.md b/_news/2024-09-20-newpaper.md new file mode 100644 index 0000000..5891032 --- /dev/null +++ b/_news/2024-09-20-newpaper.md @@ -0,0 +1,7 @@ +--- +layout: post +date: 2024-10-20 00:00:00-0400 +inline: true +--- + +New papers building on VLMs: 📎 [ProLIP](https://arxiv.org/abs/2410.05270) shows that adequately finetuning the last CLIP layer significantly boost few-shot classification. ☕ [LatteCLIP](https://arxiv.org/abs/2410.08211) proposes an unsupervised prototype-based CLIP finetuning from only synthetic labels. \ No newline at end of file diff --git a/assets/img/publication_preview/2024-latteclip.png b/assets/img/publication_preview/2024-latteclip.png new file mode 100644 index 0000000000000000000000000000000000000000..1f818b41d5e7959b1f2bae109e85b80f6c37db83 GIT binary patch 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