From dc54c17fc6885ce4628bd1c277424fe718ddb10d Mon Sep 17 00:00:00 2001 From: DawidPludowski Date: Mon, 2 Dec 2024 21:54:25 +0100 Subject: [PATCH 1/2] add 24-12-02 presentation --- .../README.md | 7 +++++++ .../null_text_optimization.pdf | Bin 0 -> 8290666 bytes 2 files changed, 7 insertions(+) create mode 100644 2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md create mode 100644 2024/2024_11_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf diff --git a/2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md b/2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md new file mode 100644 index 0000000..ed750e9 --- /dev/null +++ b/2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md @@ -0,0 +1,7 @@ +# NULL-Text Inversion for Editing Real Images Using Guided Diffusion Models + +## Abstract + +During this seminar, we will talk about image editing using text-guided diffusion models. The important step of this process is to invert the image which can be done in multiple ways. I will present one of the most promising ones - NULL-Text Inversion - presented on CVPR 2023. The authors break the process into two parts: pivotal inversion and NULL-text optimization. The latter uses the well-known DDIM method as the anchor for optimization. I will explain both steps, their advantages over other methods and the use case for these techniques. Additionally, we will see how elements of the prompt are connected to the parts of the image. + +The presentation will be based on this paper: [Null-text optimization](https://openaccess.thecvf.com/content/CVPR2023/html/Mokady_NULL-Text_Inversion_for_Editing_Real_Images_Using_Guided_Diffusion_Models_CVPR_2023_paper.html). diff --git a/2024/2024_11_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf b/2024/2024_11_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf new file mode 100644 index 0000000000000000000000000000000000000000..6913b552008191fa9a8af8248b87fbfb3a11f64e GIT binary patch literal 8290666 zcmeFY2T)W=)IYjwKmjojLTT7tESkQz@9FOIJLlKo9H^g)h%vG-v0+i~&LO9; zSU}7msGcbnA0HO@nX{Dv2rR5?r)v&1!UC%p*w~stEkWS3*5IeQMh3PZ2+&*+3#?>k zW3O-b%*Mb#5el^fv7(;J>e`q|S{gz@Y^b`7uB8!(*26MAr@wBEkbIAU-xW z4i-*M4sH%M2s1k~_Y+Qb4mJ)kPEJl%jwc-40$4w%dZx$Ur+TjTbNyn0rA>gYG&s*R z1L8XW$$kElg&9?x;iU*-ImZFSa;|s~%elTmEa&5M0xvsMaRR7tzrJc+CiO<=z|19GSA1tt;rR)-bxXA 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2024_12_02_Null_text_optimization_for_editing_real_images}/null_text_optimization.pdf (100%) diff --git a/2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md b/2024/2024_12_02_Null_text_optimization_for_editing_real_images/README.md similarity index 100% rename from 2024/2024_11_02_Null_text_optimization_for_editing_real_images/README.md rename to 2024/2024_12_02_Null_text_optimization_for_editing_real_images/README.md diff --git a/2024/2024_11_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf b/2024/2024_12_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf similarity index 100% rename from 2024/2024_11_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf rename to 2024/2024_12_02_Null_text_optimization_for_editing_real_images/null_text_optimization.pdf diff --git a/README.md b/README.md index 144e11a..0559354 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@ Join us at https://meet.drwhy.ai. * 04.11 - [Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training](https://github.com/MI2DataLab/MI2DataLab_Seminarium/tree/master/2024/2024_11_04_Unlocking_the_Power_of_Spatial_and_Temporal_Information_in_Medical_Multimodal_Pre-training) - Bartosz Kochański * 18.11 - User study: Visual Counterfactual Explanations for Improved Model Understanding - Bartek Sobieski * 25.11 - [Vision Transformers provably learn spatial structure](https://github.com/MI2DataLab/MI2DataLab_Seminarium/tree/master/2024/2024_11_25_Vision_Transformers_provably_learn_spatial_structure) - Vladimir Zaigrajew -* 02.12 - Null-text Inversion for Editing Real Images using Guided Diffusion Models - Dawid Płudowski +* 02.12 - [Null-text Inversion for Editing Real Images using Guided Diffusion Models](https://github.com/MI2DataLab/MI2DataLab_Seminarium/tree/master/2024/2024_12_02_Null_text_optimization_for_editing_real_images) - Dawid Płudowski * 09.12 - Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training - Tymoteusz Kwieciński * 20.01 - Connecting counterfactual and attributions modes of explanation - Jan Jakubik

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