Update README.md

README.md

@@ -1,3 +1,14 @@
+<div align="center">
+
+## 🚀 LR0.FM (ICLR-25 🎉)<br> [webpage](https://ucf-crcv.github.io/lr0.fm/) | [paper](https://arxiv.org/abs/2502.03950) | [video](https://recorder-v3.slideslive.com/#/share?share=99927&s=b52e48b7-e501-45c7-b7c9-b1d415e77f1e) | [results]() | [weights]()<br><br> <p align="left">💡 Highlights</p>
+</div>
+
+
+Captions randomly sampled from [Conceptual Captions](https://github.com/google-research-datasets/conceptual-captions), and the diffusion model [PIXART-α](https://github.com/PixArt-alpha/PixArt-alpha) generates synthetic dataset for it.
+7,000 randomly sampled captions. 
+
+ 
+ 
 ```
 import torch 
 from diffusers import PixArtAlphaPipeline
@@ -14,6 +25,28 @@ for fold in range(7):
     offset += 10
 ```
 
+
+---
+```bibtex 
+@inproceedings{
+    pathak2025lrfm,
+    title={{ LR0.FM: Low-Res Benchmark and Improving robustness for Zero-Shot Classification in Foundation Models} },
+    author={Priyank Pathak and Shyam Marjit and Shruti Vyas and Yogesh S Rawat},
+    booktitle={The Thirteenth International Conference on Learning Representations},
+    year={2025},
+    url={https://openreview.net/forum?id=AsFxRSLtqR}
+}
+
+@article{pathak2025lr0,
+  title={LR0. FM: Low-Resolution Zero-shot Classification Benchmark For Foundation Models},
+  author={Pathak, Priyank and Marjit, Shyam and Vyas, Shruti and Rawat, Yogesh S},
+  journal={arXiv preprint arXiv:2502.03950},
+  year={2025}
+}
+```
+---
+
+
 ---
 license: cc
 ---