1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
MiAD: Mirage Atom Diffusion for De Novo Crystal Generation
Andrey Okhotin, Maksim Nakhodnov, Nikita Kazeev +3
In recent years, diffusion-based models have demonstrated exceptional performance in searching for simultaneously stable, unique, and novel (S.U.N.) crystalline materials. However,…
cs.LG2022★ 1 cited
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
Maxim Kodryan, Ekaterina Lobacheva, Maksim Nakhodnov +1
A fundamental property of deep learning normalization techniques, such as batch normalization, is making the pre-normalization parameters scale invariant. The intrinsic domain of s…