Add metadata and resource links

README.md

@@ -1,6 +1,12 @@
+---
+pipeline_tag: image-to-video
+---
+
 # Blockworld Models
 
-This repository hosts a curated set of checkpoints used for experiments of FloWM: https://huggingface.co/papers/2601.01075.
+This repository hosts a curated set of checkpoints used for experiments of **FloWM**, as presented in the paper [Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments](https://huggingface.co/papers/2601.01075).
+
+[**Project Page**](https://flowequivariantworldmodels.github.io/) | [**GitHub Repository**](https://github.com/hlillemark/flowm)
 
 ## Contents
 - `blockworld/dynamic/flowm/v2_dynamic.ckpt` — blockworld dynamic flowm v2_dynamic
@@ -18,3 +24,17 @@ This repository hosts a curated set of checkpoints used for experiments of FloWM
 - `blockworld/vae/blockworld_tex_vae.ckpt` — blockworld tex vae
 
 Hub: https://huggingface.co/flowm123/blockworld-models
+
+## Citation
+
+```bibtex
+@misc{lillemark2026flowequivariantworldmodels,
+    title={Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments}, 
+    author={Hansen Jin Lillemark and Benhao Huang and Fangneng Zhan and Yilun Du and Thomas Anderson Keller},
+    year={2026},
+    eprint={2601.01075},
+    archivePrefix={arXiv},
+    primaryClass={cs.LG},
+    url={https://arxiv.org/abs/2601.01075}, 
+  }
+```