akosiorek

4 ms·

1. 1.▲
   Geometry in Text-to-Image Diffusion Models(akosiorek.github.io)

   1 points by akosiorek 4y ago|1 comments
2. 2.▲
   by akosiorek 4y ago

   A blog post discussing whether current text-to-image diffusion models understand 3D geometry, and how to use these models to recover models of 3D objects or scenes.
3. 3.▲
   Machine Learning of Sets(akosiorek.github.io)

   12 points by akosiorek 6y ago|1 comments
4. 4.▲
   by akosiorek 6y ago

   Machine Learning of Sets spans a number of interesting subproblems that all rely on permutation invariance or equivariance. If you're interesting, this blog post provides an overview of this area with code examples in JAX and haiku: h
5. 5.▲
   by akosiorek 9y ago

   Author of the post here; I'm not sure what's preventing the equations from showing. The blog are just a bunch of static sites generated by Jekyll, math is from mathjax.
6. 6.▲
   by akosiorek 9y ago

   Author of the blogpost here; the main results are the convergence curves of IWAE-64 and log p(x) in the paper, but thats a good point, thanks. We'll include samples in the camera-ready version of the paper.
7. 7.▲
   Attention in Neural Networks and How to Use It(akosiorek.github.io)

   2 points by akosiorek 9y ago|0 comments