From 651a3a2e3897b17f10531f15dfaa776dda660b8d Mon Sep 17 00:00:00 2001 From: gnthibault Date: Tue, 2 Jul 2024 12:38:25 +0200 Subject: [PATCH] Updates on asteroseismology and Diffusion references --- DiffusionModels.ipynb | 54 +++++++++++++----- ...steroSeismologyAndSphericalHarmonics.ipynb | 9 +-- doc/DiffusionModels/2403.18103v1.pdf | Bin 0 -> 3698113 bytes 3 files changed, 46 insertions(+), 17 deletions(-) create mode 100644 doc/DiffusionModels/2403.18103v1.pdf diff --git a/DiffusionModels.ipynb b/DiffusionModels.ipynb index 61037cb..f7a903e 100644 --- a/DiffusionModels.ipynb +++ b/DiffusionModels.ipynb @@ -21,12 +21,16 @@ " * [theaisummer blog introduction](https://theaisummer.com/diffusion-models/)\n", " * [Set of resources, paper on code on github of @heejkoo](https://github.com/heejkoo/Awesome-Diffusion-Models)\n", " * [Understanding Diffusion Models: A Unified Perspective](https://arxiv.org/abs/2208.11970)\n", - " * [Beginner's guide to diffusion models](https://towardsdatascience.com/beginners-guide-to-diffusion-models-8c3435ccb4ae)" + " * [Beginner's guide to diffusion models](https://towardsdatascience.com/beginners-guide-to-diffusion-models-8c3435ccb4ae)\n", + " * [Tutorial on Diffusion Models for Imaging and Vision](https://arxiv.org/abs/2403.18103)\n", + "\n", + "\n", + "Understanding Diffusion Models: A Unified Perspective:" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -36,54 +40,78 @@ { "cell_type": "markdown", "metadata": {}, - "source": [] + "source": [ + "High-Resolution Image Synthesis with Latent Diffusion Models:" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "#IFrame(\"doc/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf\", width=1200, height=800)" + "#IFrame(\"doc/DiffusionModels/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf\", width=1200, height=800)" ] }, { "cell_type": "markdown", "metadata": {}, - "source": [] + "source": [ + "TACKLING THE GENERATIVE LEARNING TRILEMMA WITH DENOISING DIFFUSION GANS:" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "#IFrame(\"doc/2112.07804.pdf\", width=1200, height=800)" + "#IFrame(\"doc/DiffusionModels/2112.07804.pdf\", width=1200, height=800)" ] }, { "cell_type": "markdown", "metadata": {}, - "source": [] + "source": [ + "Denoising Diffusion Probabilistic Models" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ - "#IFrame(\"doc/NeurIPS-2020-denoising-diffusion-probabilistic-models-Paper.pdf\", width=1200, height=800)" + "#IFrame(\"doc/DiffusionModels/NeurIPS-2020-denoising-diffusion-probabilistic-models-Paper.pdf\", width=1200, height=800)" ] }, { "cell_type": "markdown", "metadata": {}, + "source": [ + "Tutorial on Diffusion Models for Imaging and Vision:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "#IFrame(\"doc/DiffusionModels/2403.18103v1.pdf\", width=1200, height=800)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -97,7 +125,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.12.1" } }, "nbformat": 4, diff --git a/Physics101AsteroSeismologyAndSphericalHarmonics.ipynb b/Physics101AsteroSeismologyAndSphericalHarmonics.ipynb index 199661b..7dba12b 100644 --- a/Physics101AsteroSeismologyAndSphericalHarmonics.ipynb +++ b/Physics101AsteroSeismologyAndSphericalHarmonics.ipynb @@ -30,6 +30,7 @@ "source": [ "## References\n", "\n", + "* [Excellent AAVSO introduction from Conny Aerts on Astera seismology](https://www.youtube.com/watch?v=b7KcFvASM0Y&ab_channel=AAVSOHQ)\n", "* [Wikipedia article about asteroseismology](https://en.wikipedia.org/wiki/Asteroseismology)\n", "* [Wikipedia article about spherical harmonics](https://en.wikipedia.org/wiki/Spherical_harmonics)\n", "* [Wikipedia article about bessel functions](https://en.wikipedia.org/wiki/Bessel_function)\n", @@ -278,21 +279,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - 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