torchdr

ncourty · Sep 18, 2024 · dfdc397 · dfdc397
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diff --git a/assets/.DS_Store b/assets/.DS_Store
diff --git a/assets/media/logo.png b/assets/media/logo.png
diff --git a/assets/media/torchdr.png b/assets/media/torchdr.png
diff --git a/config/_default/params.yaml b/config/_default/params.yaml
@@ -39,10 +39,15 @@ marketing:
 header:
   navbar:
     enable: true
-    align: l
+    align: r
     show_logo: true
+    logo:
+      # Logo text
+      text: "Nicolas Courty Homepage"
+      # Logo filename in `assets/media/` folder
+      filename: "logo.png"
     show_language: false
-    show_day_night: false
+    show_day_night: true
     show_search: true
     highlight_active_link: true
 

diff --git a/content/_index.md b/content/_index.md
@@ -11,6 +11,10 @@ sections:
       title:
       # Choose a user profile to display (a folder name within `content/authors/`)
       username: admin
+    design:
+     spacing:
+        # Customize the section spacing. Order is top, right, bottom, left.
+        padding: ['0', '0', '0', '0']
   - block: collection
     id: posts
     content:

diff --git a/content/authors/admin/_index.md b/content/authors/admin/_index.md
@@ -55,11 +55,14 @@ highlight_name: true
 ## Biography
 
 <div style="text-align: justify">
-Welcome ! I am a Full Professor at <a href="http://www.univ-ubs.fr"> University Bretagne Sud</a> since 2018. I obtained my PhD degree in 2002 from INSA Rennes and my 'Habilitation à diriger des recherches' in. 2013, on the topic of computer graphics and animation (avatars, crowds), with a specialization in data-driven methods. I now lead the <a href="https://www-obelix.irisa.fr">Obelix</a> team in <a href="https://www.irisa.fr/">IRISA</a>, which research contributions lie at the crossroad of machine learning and Earth Observation. I am an experienced researcher in the domain of machine learning and AI. Among others, I have published several papers in top tier machine learning conferences (NeurIPS, ICLR, ICML, AISTATS, etc.), computer vision (IEEE TPAMI, ECCV, ACCV) and remote sensing (IEEE TGRS, ISPRS journal). From 2014, I developed an expertise in the domain of optimal transport and related applications to machine learning. From 2020, I am the principal invesitgator in an ANR Chair program on AI (OTTOPIA), on the topic of applied optimal transport for Remote Sensing.
+Welcome ! I am a Full Professor at <a href="http://www.univ-ubs.fr"> University Bretagne Sud</a> since 2018. I obtained my PhD degree in 2002 from INSA Rennes and my 'Habilitation à diriger des recherches' in 2013, on the topic of computer graphics and animation (avatars, crowds), with a specialization in data-driven methods. I now lead the <a href="https://www-obelix.irisa.fr">Obelix</a> team at <a href="https://www.irisa.fr/">IRISA</a>, which research contributions lie at the crossroad of machine learning and Earth Observation. I am an experienced researcher in the domain of machine learning and AI. Among others, I have published several papers in top tier machine learning conferences (NeurIPS, ICLR, ICML, AISTATS, etc.), computer vision (IEEE TPAMI, ECCV, ACCV) and remote sensing (IEEE TGRS, ISPRS journal). From 2014, I developed an expertise in the domain of optimal transport and related applications to machine learning. From 2020, I am the principal investigator in an ANR Chair program on AI (OTTOPIA), on the topic of applied optimal transport for Remote Sensing.
 </div>
 </br>
 
 ### Scientific interests:
   - Optimal transport, Statistical learning, kernel methods
   - Manifold and geometric approaches to machine learning
-  - Applications to computer graphics, vision and remote sensing
+  - Applications to computer graphics, vision and remote sensing
+
+### Code production
+As a computer scientist, I definitely believe in the power of open-source and reproducibility as a basis of science. Though my current activities will not let me hand on code as much as I want to, I still enjoy coding in C++, Cuda kernels or PyTorch. Take a look at the [coding section](code/) to know more.
diff --git a/content/code/_index.md b/content/code/_index.md
@@ -15,6 +15,13 @@ You can find a list of some of the softwares and codes available from my researc
 >}}
 To install it, simply `pip install pot`
 
+- [TorchDR](https://github.com/TorchDR/TorchDR) is an open-source dimensionality reduction (DR) library using PyTorch. Its goal is to accelerate the development of new DR methods by providing a common simplified framework. It was mainly created by [Hugues Van Assel](https://huguesva.github.io/), and I am contributing to it.
+
+{{< figure
+    src="torchdr.png"
+    alt="Torch Dimensionality Reduction"
+>}}
+
 
 
 ### Paper codes

diff --git a/public/404.html b/public/404.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Hugo Blox. https://hugoblox.com -->
-<!-- Last Published: September 12, 2024 --><html lang="en-us" >
+<!-- Last Published: September 17, 2024 --><html lang="en-us" >
 
 
 <head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
@@ -315,7 +315,7 @@
 
 
 <meta property="twitter:card" content="summary" />
-<meta property="twitter:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" />
+<meta property="twitter:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" />
 
 
 
@@ -325,7 +325,7 @@
 <meta property="og:site_name" content="Nicolas Courty Homepage" />
 <meta property="og:url" content="http://localhost:1313/404.html" />
 <meta property="og:title" content="404 Page not found | Nicolas Courty Homepage" />
-<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
+<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" /><meta property="og:locale" content="en-us" />
 
 
 
@@ -441,14 +441,18 @@ <h1>Search</h1>
 
 
 
+
+
 
 <header>
   <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
     <div class="container-xl">
 
 
       <div class="d-none d-lg-inline-flex">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+            ></a>
       </div>
 
 
@@ -461,13 +465,15 @@ <h1>Search</h1>
 
 
       <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+          ></a>
       </div>
 
 
 
 
-      <div class="navbar-collapse main-menu-item collapse justify-content-start" id="navbar-content">
+      <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
 
 
         <ul class="navbar-nav d-md-inline-flex">
@@ -727,6 +733,23 @@ <h1>Search</h1>
 
 
 
+        <li class="nav-item dropdown theme-dropdown">
+          <a href="#" class="nav-link" data-toggle="dropdown" aria-haspopup="true" aria-label="Display preferences">
+            <i class="fas fa-moon" aria-hidden="true"></i>
+          </a>
+          <div class="dropdown-menu">
+            <a href="#" class="dropdown-item js-set-theme-light">
+              <span>Light</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-dark">
+              <span>Dark</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-auto">
+              <span>Automatic</span>
+            </a>
+          </div>
+        </li>
+
 
 
 

diff --git a/public/categories/index.html b/public/categories/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Hugo Blox. https://hugoblox.com -->
-<!-- Last Published: September 12, 2024 --><html lang="en-us" >
+<!-- Last Published: September 17, 2024 --><html lang="en-us" >
 
 
 <head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
@@ -315,7 +315,7 @@
 
 
 <meta property="twitter:card" content="summary" />
-<meta property="twitter:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" />
+<meta property="twitter:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" />
 
 
 
@@ -325,7 +325,7 @@
 <meta property="og:site_name" content="Nicolas Courty Homepage" />
 <meta property="og:url" content="http://localhost:1313/categories/" />
 <meta property="og:title" content="Categories | Nicolas Courty Homepage" />
-<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
+<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" /><meta property="og:locale" content="en-us" />
 
 
 
@@ -443,14 +443,18 @@ <h1>Search</h1>
 
 
 
+
+
 
 <header>
   <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
     <div class="container-xl">
 
 
       <div class="d-none d-lg-inline-flex">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+            ></a>
       </div>
 
 
@@ -463,13 +467,15 @@ <h1>Search</h1>
 
 
       <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+          ></a>
       </div>
 
 
 
 
-      <div class="navbar-collapse main-menu-item collapse justify-content-start" id="navbar-content">
+      <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
 
 
         <ul class="navbar-nav d-md-inline-flex">
@@ -729,6 +735,23 @@ <h1>Search</h1>
 
 
 
+        <li class="nav-item dropdown theme-dropdown">
+          <a href="#" class="nav-link" data-toggle="dropdown" aria-haspopup="true" aria-label="Display preferences">
+            <i class="fas fa-moon" aria-hidden="true"></i>
+          </a>
+          <div class="dropdown-menu">
+            <a href="#" class="dropdown-item js-set-theme-light">
+              <span>Light</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-dark">
+              <span>Dark</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-auto">
+              <span>Automatic</span>
+            </a>
+          </div>
+        </li>
+
 
 
 

diff --git a/public/categories/index.xml b/public/categories/index.xml
@@ -7,7 +7,7 @@
     <description>Categories</description>
     <generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language>
     <image>
-      <url>http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png</url>
+      <url>http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png</url>
       <title>Categories</title>
       <link>http://localhost:1313/categories/</link>
     </image>

diff --git a/public/code/index.html b/public/code/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <!-- This site was created with Hugo Blox. https://hugoblox.com -->
-<!-- Last Published: September 12, 2024 --><html lang="en-us" >
+<!-- Last Published: September 18, 2024 --><html lang="en-us" >
 
 
 <head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
@@ -317,7 +317,7 @@
 
 
 <meta property="twitter:card" content="summary" />
-<meta property="twitter:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" />
+<meta property="twitter:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" />
 
 
 
@@ -327,7 +327,7 @@
 <meta property="og:site_name" content="Nicolas Courty Homepage" />
 <meta property="og:url" content="http://localhost:1313/code/" />
 <meta property="og:title" content="Code &amp; Software production | Nicolas Courty Homepage" />
-<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png" /><meta property="og:locale" content="en-us" />
+<meta property="og:description" content="Professor in Computer Science" /><meta property="og:image" content="http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png" /><meta property="og:locale" content="en-us" />
 
 
     <meta property="og:updated_time" content="2022-10-24T00:00:00&#43;00:00" />
@@ -447,14 +447,18 @@ <h1>Search</h1>
 
 
 
+
+
 
 <header>
   <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
     <div class="container-xl">
 
 
       <div class="d-none d-lg-inline-flex">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+            ></a>
       </div>
 
 
@@ -467,13 +471,15 @@ <h1>Search</h1>
 
 
       <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
-        <a class="navbar-brand" href="/">Nicolas Courty Homepage</a>
+        <a class="navbar-brand" href="/"><img src="/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_0x70_resize_lanczos_3.png" alt="Nicolas Courty Homepage"
+
+          ></a>
       </div>
 
 
 
 
-      <div class="navbar-collapse main-menu-item collapse justify-content-start" id="navbar-content">
+      <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
 
 
         <ul class="navbar-nav d-md-inline-flex">
@@ -733,6 +739,23 @@ <h1>Search</h1>
 
 
 
+        <li class="nav-item dropdown theme-dropdown">
+          <a href="#" class="nav-link" data-toggle="dropdown" aria-haspopup="true" aria-label="Display preferences">
+            <i class="fas fa-moon" aria-hidden="true"></i>
+          </a>
+          <div class="dropdown-menu">
+            <a href="#" class="dropdown-item js-set-theme-light">
+              <span>Light</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-dark">
+              <span>Dark</span>
+            </a>
+            <a href="#" class="dropdown-item js-set-theme-auto">
+              <span>Automatic</span>
+            </a>
+          </div>
+        </li>
+
 
 
 
@@ -810,16 +833,49 @@ <h3 id="software">Software</h3>
 <figure  >
   <div class="d-flex justify-content-center">
     <div class="w-100" ><img alt="Python optimal transport" srcset="
-               /media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_e81a6c57d78488fe33913ad1c0e04d8b.webp 400w,
+               /media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_c666be281b6d5a833f4c78caed8c4904.webp 400w,
                /media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_e10cf762bfe9acbc8ebafa52e685336d.webp 760w,
                /media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_1200x1200_fit_q75_h2_lanczos_3.webp 1200w"
-               src="/media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_e81a6c57d78488fe33913ad1c0e04d8b.webp"
+               src="/media/pot_huaac8f8eb29d86028c5241953d93f9fff_18059_c666be281b6d5a833f4c78caed8c4904.webp"
                width="378"
                height="151"
                loading="lazy" data-zoomable /></div>
   </div></figure>
 
 To install it, simply <code>pip install pot</code></p>
+<ul>
+<li><a href="https://github.com/TorchDR/TorchDR" target="_blank" rel="noopener">TorchDR</a> is an open-source dimensionality reduction (DR) library using PyTorch. Its goal is to accelerate the development of new DR methods by providing a common simplified framework. It was mainly created by <a href="https://huguesva.github.io/" target="_blank" rel="noopener">Hugues Van Assel</a>, and I am contributing to it.</li>
+</ul>
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+<figure  >
+  <div class="d-flex justify-content-center">
+    <div class="w-100" ><img alt="Torch Dimensionality Reduction" srcset="
+               /media/torchdr_hu99f3ff49c9bca213f898f69a4e52c277_728954_2073fc1ea14396ffad7bdf2c0650b808.webp 400w,
+               /media/torchdr_hu99f3ff49c9bca213f898f69a4e52c277_728954_6d15bf01388eee7969446aee1531b9a0.webp 760w,
+               /media/torchdr_hu99f3ff49c9bca213f898f69a4e52c277_728954_1200x1200_fit_q75_h2_lanczos_3.webp 1200w"
+               src="/media/torchdr_hu99f3ff49c9bca213f898f69a4e52c277_728954_2073fc1ea14396ffad7bdf2c0650b808.webp"
+               width="760"
+               height="176"
+               loading="lazy" data-zoomable /></div>
+  </div></figure>
+
 <h3 id="paper-codes">Paper codes</h3>
 <p>I am deeply committed to reproducible research. In general, most of the codes associated to my papers are available online, if not listes in the following:</p>
 <ul>

diff --git a/public/code/index.xml b/public/code/index.xml
@@ -7,7 +7,7 @@
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-      <url>http://localhost:1313/media/icon_hu209de9eb93bbf92fdbefdbfdebe32890_3589_512x512_fill_lanczos_center_3.png</url>
+      <url>http://localhost:1313/media/logo_hu85655fe6f7c9483ff73b3dd154d4087e_26505_300x300_fit_lanczos_3.png</url>
       <title>Code &amp; Software production</title>
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