Skip to content

Commit 4571ade

Browse files
authored
Merge pull request #19 from MD-Student/gh-pages
Rename project page to LSM.
2 parents 4769067 + fdfe0f2 commit 4571ade

5 files changed

Lines changed: 17 additions & 16 deletions

File tree

‎.gitignore‎

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1 @@
1+
.DS_Store

‎assets/figures/efficiency.png‎

252 KB
Loading

‎assets/figures/pipeline_pdf.png‎

-1.17 MB
Binary file not shown.

‎assets/mirage-paper.pdf‎

-12.1 MB
Binary file not shown.

‎index.html‎

Lines changed: 16 additions & 16 deletions
Original file line numberDiff line numberDiff line change
@@ -3,10 +3,10 @@
33
<head>
44
<meta charset="utf-8" />
55
<meta name="viewport" content="width=device-width, initial-scale=1" />
6-
<title>Mirage | Latent Spatial Memory for Video World Models</title>
6+
<title>LSM-World | Latent Spatial Memory for Video World Models</title>
77
<meta
88
name="description"
9-
content="Mirage introduces latent spatial memory for geometrically consistent video world models."
9+
content="Latent Spatial Memory enables geometrically consistent video world models."
1010
/>
1111
<link rel="icon" href="./assets/logos/microsoft-favicon.svg" type="image/svg+xml" />
1212
<link rel="apple-touch-icon" href="./assets/logos/microsoft-favicon.svg" />
@@ -20,7 +20,7 @@
2020
</head>
2121
<body>
2222
<header class="site-header">
23-
<a class="brand" href="#top" aria-label="Mirage home">
23+
<a class="brand" href="#top" aria-label="LSM-World home">
2424
<img src="./assets/logos/microsoft-logo.svg" alt="Microsoft" />
2525
</a>
2626
<nav aria-label="Project sections">
@@ -83,7 +83,7 @@ <h2>Promo Video</h2>
8383
<div class="video-frame reveal">
8484
<iframe
8585
src="https://www.youtube.com/embed/zY3E3iD2nkM"
86-
title="Mirage promo video"
86+
title="LSM-World promo video"
8787
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
8888
allowfullscreen
8989
></iframe>
@@ -94,7 +94,7 @@ <h2>Promo Video</h2>
9494
<div class="section-intro reveal">
9595
<div>
9696
<h2>Latent Spatial Memory</h2>
97-
<p>Mirage stores static scene content as 3D latent tokens, then reads and updates that cache directly during generation.</p>
97+
<p>Latent Spatial Memory stores static scene content as 3D latent tokens, then reads and updates that cache directly during generation.</p>
9898
</div>
9999
</div>
100100
<div class="figure-stack">
@@ -108,38 +108,38 @@ <h2>Latent Spatial Memory</h2>
108108
<section id="architecture" class="paper-section architecture-section">
109109
<div class="section-intro reveal">
110110
<div>
111-
<h2>Mirage Architecture</h2>
112-
<p>Mirage initializes, reads, and updates a persistent latent spatial memory.</p>
111+
<h2>LSM-World Architecture</h2>
112+
<p>LSM-World initializes, reads, and updates a persistent latent spatial memory.</p>
113113
</div>
114114
</div>
115115
<figure class="paper-figure wide reveal">
116-
<img src="./assets/figures/pipeline_hd.png" alt="Mirage architecture with cache initialization readout update pipeline" />
117-
<figcaption>Mirage architecture initializes a latent cache from the first frame, reads it for each target view, and writes updated static content back across generated chunks.</figcaption>
116+
<img src="./assets/figures/pipeline_hd.png" alt="LSM-World architecture with cache initialization readout update pipeline" />
117+
<figcaption>LSM-World architecture initializes a latent cache from the first frame, reads it for each target view, and writes updated static content back across generated chunks.</figcaption>
118118
</figure>
119119
</section>
120120

121121
<section id="results" class="paper-section efficiency-section">
122122
<div class="section-intro reveal">
123123
<div>
124124
<h2>Efficiency</h2>
125-
<p>Mirage reduces repeated 3D cache rendering while preserving strong world modeling quality.</p>
125+
<p>LSM-World reduces repeated 3D cache rendering while preserving strong world modeling quality.</p>
126126
</div>
127127
</div>
128128
<figure class="paper-figure efficiency-figure reveal">
129-
<img src="./assets/figures/efficiency.png" alt="Efficiency comparison of Mirage against video world model baselines" />
130-
<figcaption>Efficiency comparison showing Mirage's generation speed, cache memory reduction, and WorldScore performance.</figcaption>
129+
<img src="./assets/figures/efficiency.png" alt="Efficiency comparison of LSM-World against video world model baselines" />
130+
<figcaption>Efficiency comparison showing LSM-World's generation speed, cache memory reduction, and WorldScore performance.</figcaption>
131131
</figure>
132132
</section>
133133

134134
<section id="comparison" class="results-section">
135135
<div class="section-intro reveal">
136136
<div>
137137
<h2>Qualitative Evaluation</h2>
138-
<p>Each row compares the same trajectory and conditioning across Mirage and four baselines.</p>
138+
<p>Each row compares the same trajectory and conditioning across LSM-World and four baselines.</p>
139139
</div>
140140
</div>
141141
<div class="method-header" aria-hidden="true">
142-
<span>Mirage</span>
142+
<span>LSM-World</span>
143143
<span>Spatia</span>
144144
<span>Voyager</span>
145145
<span>Gen3C</span>
@@ -154,7 +154,7 @@ <h2>Qualitative Evaluation</h2>
154154
<h2 id="bibtex-title">BibTeX</h2>
155155
</div>
156156
</div>
157-
<pre class="bibtex-box reveal"><code>@article{wang2026mirage,
157+
<pre class="bibtex-box reveal"><code>@article{wang2026latentspatialmemory,
158158
title = {Latent Spatial Memory for Video World Models},
159159
author = {Wang, Weijie and Zhao, Haoyu and Yang, Yifan and Chen, Feng and Zhang, Zeyu and He, Yefei and Duan, Zicheng and Chen, Donny Y. and Yang, Yuqing and Zhuang, Bohan},
160160
journal = {arXiv preprint arXiv:2606.09828},
@@ -165,7 +165,7 @@ <h2 id="bibtex-title">BibTeX</h2>
165165

166166
<footer class="site-footer">
167167
<img src="./assets/logos/microsoft-logo.svg" alt="Microsoft" />
168-
<span>Mirage · Latent Spatial Memory for Video World Models</span>
168+
<span>LSM-World · Latent Spatial Memory for Video World Models</span>
169169
<a href="#top">Back to top</a>
170170
</footer>
171171

0 commit comments

Comments
 (0)