Adding some tags and paper link

README.md

@@ -1,3 +1,57 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+tags:
+- dino
+- scene-understanding
+- semantic-scene-completion
+- unsupervised
+pipeline_tag: image-to-3d
+---
+
+<div align="center">
+<h1>Feed-Forward <i>SceneDINO</i> for Unsupervised Semantic Scene Completion</h1>
+
+[**Aleksandar Jevtić**](https://jev-aleks.github.io/)<sup>*1</sup> 
+[**Christoph Reich**](https://christophreich1996.github.io/)<sup>*1,2,4,5</sup>
+[**Felix Wimbauer**](https://fwmb.github.io/)<sup>1,4</sup>
+[**Oliver Hahn**](https://olvrhhn.github.io/)<sup>2</sup>
+[**Christian Rupprecht**](https://chrirupp.github.io/)<sup>3</sup>
+[**Stefan Roth**](https://www.visinf.tu-darmstadt.de/visual_inference/people_vi/stefan_roth.en.jsp)<sup>2,5,6</sup>
+[**Daniel Cremers**](https://cvg.cit.tum.de/members/cremers/)<sup>1,4,5</sup>
+
+<sup>1</sup>TU Munich   <sup>2</sup>TU Darmstadt   <sup>3</sup>University of Oxford   <sup>4</sup>MCML   <sup>5</sup>ELIZA   <sup>6</sup>hessian.AI   *equal contribution
+
+<a href="https://arxiv.org/abs/2507.06230"><img src='https://img.shields.io/badge/ArXiv-grey' alt='Paper PDF'></a>
+<a href="https://visinf.github.io/scenedino/"><img src='https://img.shields.io/badge/Project Page-grey' alt='Project Page URL'></a>
+<a href="https://huggingface.co/spaces/jev-aleks/SceneDINO"><img src='https://img.shields.io/badge/🤗 Demo-grey' alt='Project Page URL'></a>
+<a href="https://opensource.org/licenses/Apache-2.0"><img src='https://img.shields.io/badge/License-Apache%202.0-blue.svg' alt='License'></a>
+[![Framework](https://img.shields.io/badge/PyTorch-%23EE4C2C.svg?&logo=PyTorch&logoColor=white)](https://pytorch.org/)
+
+</div>
+
+## Overview
+
+SceneDINO is unsupervised and infers 3D geometry and features from a single image in a feed-forward manner. Distilling and clustering SceneDINO's 3D feature field results in unsupervised semantic scene completion predictions. The method is trained using multi-view self-supervision.
+
+## Installation & Quick Start
+
+Please refer to our [Github Repo](https://github.com/tum-vision/scenedino).
+
+## Citation
+
+If you find our work useful, please consider giving it a star ⭐ and citing our paper.
+
+```bibtex
+@inproceedings{Jevtic:2025:SceneDINO,
+    author  = {Aleksandar Jevti{\'c} and
+               Christoph Reich and
+               Felix Wimbauer and
+               Oliver Hahn and
+               Christian Rupprecht and
+               Stefan Roth and
+               Daniel Cremers},
+    title   = {Feed-Forward {SceneDINO} for Unsupervised Semantic Scene Completion},
+    journal = {IEEE/CVF International Conference on Computer Vision (ICCV)},
+    year    = {2025},
+}
+```