Metadata-Version: 2.1
Name: diffmoments
Version: 0.0.0
Summary: Differentiable moment bounds.
Author-Email: Markus Worchel <m.worchel@tu-berlin.de>
License: BSD 3-Clause License
         
         Copyright (c) 2023, Markus Worchel
         
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Project-URL: Homepage, https://github.com/mworchel/differentiable-moment-bounds
Requires-Python: >=3.8
Provides-Extra: test
Requires-Dist: numpy; extra == "test"
Requires-Dist: pytest; extra == "test"
Description-Content-Type: text/markdown

<p align="center">

  <h1 align="center"><a href="https://dl.acm.org/doi/10.1145/3730899">Moment Bounds are Differentiable:<br> Efficiently Approximating Measures in Inverse Rendering</a></h1>

  <div  align="center">
    <a href="https://dl.acm.org/doi/10.1145/3730899">
      <img src="assets/teaser.jpg" alt="Logo" width="100%">
    </a>
  </div>

  <p align="center">
    <i>ACM Transactions on Graphics (SIGGRAPH 2025)</i>
    <br />
    <a href="https://mworchel.github.io/"><strong>Markus Worchel</strong></a>
    ·
    <a href="https://www.cg.tu-berlin.de/team/prof-dr-marc-alexa/"><strong>Marc Alexa</strong></a>
  </p>
</p>

## About

This repository contains the official implementation of the paper "Moment Bounds are Differentiable: Efficiently Approximating Measures in Inverse Rendering"

**Coming soon**

## License and Copyright

The code in this repository is provided under a 3-clause BSD license. 

## Citation

If you find this code or our method useful for your research, please cite our paper

```bibtex
@article{worchel:2025:diffmoments,
author = {Worchel, Markus and Alexa, Marc},
title = {Moment Bounds are Differentiable: Efficiently Approximating Measures in Inverse Rendering},
year = {2025},
issue_date = {August 2025},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {44},
number = {4},
issn = {0730-0301},
url = {https://doi.org/10.1145/3730899},
doi = {10.1145/3730899},
journal = {ACM Trans. Graph.},
month = jul,
articleno = {80},
numpages = {21},
keywords = {differentiable rendering, shadows}
}
```
