Mara Daniels

@m_dnls

Mara Daniels
@m_dnls
Nov 22, 2025
Announcing Splat Regression Modeling! arxiv.org/abs/2511.14042 3DGS has been called the "transformer" of graphics (cf. CVPR 2024 efficient splatting tutorial). Splatting is intrinsically a spatial inverse problem. Why not use the same technology to solve other inverse problems?
arxiv.org
Splat Regression Models
We introduce a highly expressive class of function approximators called Splat Regression Models. Model outputs are mixtures of heterogeneous and anisotropic bump functions, termed splats, each...
1
Mara Daniels
@m_dnls
Oct 27, 2021
Following my last tweet about our new NeurIPS paper, here's a thread to poke the authors of some cool papers that inspired ours! ( the newest prettiest figures are pending on ArXiv, or now on OpenReview: openreview.net/pdf?id=PPzV1H4… )
1
Mara Daniels
@m_dnls
Oct 26, 2021
I'm excited to share a new paper, "Score-based Generative Models for Large-scale Optimal Transport" Come see our work at NeurIPS 2021, or on the ArXiv: arxiv.org/abs/2110.03237 For example, see our method transport blurred CelebA to CelebA:
3
Mara Daniels
@m_dnls
Aug 3, 2021
Good luck to everyone waiting on the #NeurIPS2021 author console right now! (This is no fun at all...)
1
Mara Daniels
@m_dnls
Sep 19, 2020
Justice Ginsberg has passed away. This is surprising, awful news... She’s been an inspiring figure to me from the moment I could participate in politics. Her life and work and impact and activism will continue to inspire.

Mara Daniels’s posts