Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,47 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
---
|
| 4 |
+
# LEGO-Diffusion checkpoint repository
|
| 5 |
+
|
| 6 |
+
### For implementation details, please refer to our [Github Repo](https://github.com/JegZheng/LEGODiffusion)
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
#### ImageNet pretrained checkpoints
|
| 10 |
+
<table><tbody>
|
| 11 |
+
<!-- START TABLE -->
|
| 12 |
+
<!-- TABLE HEADER -->
|
| 13 |
+
<th align="left">model</th>
|
| 14 |
+
<th align="left">FID</th>
|
| 15 |
+
<th align="left">IS</th>
|
| 16 |
+
<!-- TABLE BODY -->
|
| 17 |
+
<tr>
|
| 18 |
+
<td align="left">LEGO-L-PG</td>
|
| 19 |
+
<td align="left">2.16</td>
|
| 20 |
+
<td align="left">68.7</td>
|
| 21 |
+
</tr>
|
| 22 |
+
<tr>
|
| 23 |
+
<td align="left">LEGO-L-PR</td>
|
| 24 |
+
<td align="left">2.29</td>
|
| 25 |
+
<td align="left">69.1</td>
|
| 26 |
+
</tr>
|
| 27 |
+
<tr>
|
| 28 |
+
<td align="left">LEGO-XL-U</td>
|
| 29 |
+
<td align="left">2.59</td>
|
| 30 |
+
<td align="left">338.08</td>
|
| 31 |
+
</tr>
|
| 32 |
+
</tbody></table>
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
### BibTex
|
| 36 |
+
Please cite our work if you find it is helpful. Thank you!
|
| 37 |
+
```
|
| 38 |
+
@inproceedings{
|
| 39 |
+
zheng2024learning,
|
| 40 |
+
title={Learning Stackable and Skippable {LEGO} Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling},
|
| 41 |
+
author={Huangjie Zheng and Zhendong Wang and Jianbo Yuan and Guanghan Ning and Pengcheng He and Quanzeng You and Hongxia Yang and Mingyuan Zhou},
|
| 42 |
+
booktitle={The Twelfth International Conference on Learning Representations},
|
| 43 |
+
year={2024},
|
| 44 |
+
url={https://openreview.net/forum?id=qmXedvwrT1}
|
| 45 |
+
}
|
| 46 |
+
```
|
| 47 |
+
|