From b1dbad3da6dc02a14e745c4dd017e851bf001864 Mon Sep 17 00:00:00 2001
From: franrole <francois.role@finances.gouv.fr>
Date: Thu, 1 May 2025 11:38:54 +0200
Subject: [PATCH 1/3] Test external connection
---
test_connection.txt | 1 +
1 file changed, 1 insertion(+)
create mode 100644 test_connection.txt
diff --git a/test_connection.txt b/test_connection.txt
new file mode 100644
index 0000000..9daeafb
--- /dev/null
+++ b/test_connection.txt
@@ -0,0 +1 @@
+test
--
GitLab
From 24a3f3e4d211ede512df0b81dbdf2b97aa6beba0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Fran=C3=A7ois=20Role?= <francois.role@u-paris.fr>
Date: Wed, 7 May 2025 16:21:29 +0200
Subject: [PATCH 2/3] Adding a requirements.txt file + the arXiv bibliographic
entry
---
README.md | 11 ++++++-----
compute_all_measures.ipynb | 13 ++++++++-----
requirements.txt | 6 ++++++
3 files changed, 20 insertions(+), 10 deletions(-)
create mode 100644 requirements.txt
diff --git a/README.md b/README.md
index c0a54d5..e53bdf5 100644
--- a/README.md
+++ b/README.md
@@ -5,14 +5,15 @@ Code for the paper "Fill the Gap: Quantifying and Reducing the Modality Gap in I
If you like our paper, please cite it:
```bibtex
-@article{ref,
+@misc{role2025gapquantifying,
title={Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning},
- author={François Role and Victor Amblard and Sébastien Meyer},
+ author={François Role and Sébastien Meyer and Victor Amblard},
year={2025},
- journal={arXiv preprint arXiv:XXXXXX},
+ eprint={2505.03703},
archivePrefix={arXiv},
- primaryClass={cs.LG},
- url={https://arxiv.org/abs/XXXXXX},
+ primaryClass={cs.CV},
+ url={https://arxiv.org/abs/2505.03703},
+}
```
Also, please note that the creation of the datasets and embeddings has been facilitated through the use of the [Benchmark modèles multimodaux](https://code.peren.gouv.fr/open-source/benchmark-modeles-multimodaux) open source package).
diff --git a/compute_all_measures.ipynb b/compute_all_measures.ipynb
index b43e7f8..ff5d7be 100644
--- a/compute_all_measures.ipynb
+++ b/compute_all_measures.ipynb
@@ -26,14 +26,17 @@
"source": [
"## Code for reproducing the results presented in the Experiments section of the paper:\n",
"\n",
- "@article{ref,\n",
+ "```bibtex\n",
+ "@misc{role2025gapquantifying,\n",
" title={Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning}, \n",
- " author={François Role and Victor Amblard and Sébastien Meyer},\n",
+ " author={François Role and Sébastien Meyer and Victor Amblard},\n",
" year={2025},\n",
- " journal={arXiv preprint arXiv:XXXXXX},\n",
+ " eprint={2505.03703},\n",
" archivePrefix={arXiv},\n",
- " primaryClass={cs.LG},\n",
- " url={https://arxiv.org/abs/XXXXXX},"
+ " primaryClass={cs.CV},\n",
+ " url={https://arxiv.org/abs/2505.03703}, \n",
+ "}\n",
+ "```"
]
},
{
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..f81cc87
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+matplotlib
+numpy
+pandas
+pillow
+scikit-learn
+scipy
--
GitLab
From 9cab5cc0d86f79460e674c54f188df42e1d486f5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Fran=C3=A7ois=20Role?= <francois.role@u-paris.fr>
Date: Wed, 7 May 2025 16:29:16 +0200
Subject: [PATCH 3/3] Deleting test_connection.txt
---
test_connection.txt | 1 -
1 file changed, 1 deletion(-)
delete mode 100644 test_connection.txt
diff --git a/test_connection.txt b/test_connection.txt
deleted file mode 100644
index 9daeafb..0000000
--- a/test_connection.txt
+++ /dev/null
@@ -1 +0,0 @@
-test
--
GitLab