updates

_includes/head.html

@@ -160,10 +160,10 @@
   <link rel="stylesheet" href="{{ "/assets/css/staticman.css" | relative_url }}">
   {% endif %}
 
-  {% assign favicon_exists = site.static_files | where: "path", "/favicon.ico" | size %}
+  {% assign favicon_exists = site.static_files | where: "path", "/images/logo_images/profile.jpg" | size %}
   {% if favicon_exists == 1 %}
   <!-- <link rel="icon" href="{{ '/favicon.ico' | relative_url }}" /> -->
-  <link rel="icon" type="image/png" href="/assets/favicon.svg">
+  <link rel="icon" type="image/jpg" href="/images/logo_images/profile.jpg">
 
   {% endif %}
 

_posts/Generative Model/23-07-21-ddpm.md

@@ -26,7 +26,7 @@ sidebar:
 
 # Denoising Diffusion Probabilistic Model
 
-## (간략한) Generative Model들 review
+## (간략한) Generative Model review
 
 ![img](/images/23-07-21/generative_model.png)
 

_posts/Generative Model/25-01-06-ddim.md

@@ -0,0 +1,34 @@
+---
+layout: post
+gh-repo: johnjaejunlee95/johnjaejunlee95.github.io
+gh-badge: [star, follow]
+comments: true
+author: johnjaejunlee95
+title: "[논문리뷰] Denoising Diffusion Implicit Model"
+date: "2025-01-01"
+permalink: /ddim/
+description: ""
+categories: [Generative Model]
+toc: False
+hits: true
+# toc_sticky: True
+tags: [Generative, Diffusion Model, Gaussian Distribution]
+use_math: true
+author_profile: true
+published: false
+sidebar:
+  nav: "docs"
+---
+
+<div>약 1년반 전에 처음으로 generative model에 대해서 posting을 했습니다. 그 후로 generative model 관련해서는 거의 보지 못했네요...
+<br><br>그렇게 마음먹고 선택한 첫번째 field는 Generative Model 쪽입니다. Generative Model에는 VAE부터 시작해서 GAN 등등 여러가지가 있지만 제가 입문한 첫번째는 최근에 가장 많이 사용되고 있는 Diffusion Model입니다. 그 중에서도 시초격인 논문: Denoising Diffusion Implicit Model를 골랐습니다. 😃 </div>
+
+
+
+## Reference:
+
+- [Denoising Diffusion Probabilistic Model(DDPM) Paper](https://arxiv.org/pdf/2006.11239.pdf)
+- [Diffusion Model 수학이 포함된 tutorial](https://youtu.be/uFoGaIVHfoE)
+- [Lil'Log's blog - What are Diffusion Models?](https://lilianweng.github.io/posts/2021-07-11-diffusion-models/)
+- [PR-409 Denoising Diffusion Probabilistic Models](https://www.youtube.com/watch?v=1j0W_lu55nc)
+